Publications

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bibtex list 

3D-stacked 

  1. F. Sadi, Lawrence Pileggi and Franz Franchetti
    3D DRAM Based Application Specific Hardware Accelerator for SpMV
    High Performance Extreme Computing Conference (HPEC), 2016
  2. Jiyuan Zhang, Tze-Meng Low, Qi Guo and Franz Franchetti
    A 3D-Stacked Memory Manycore Stencil Accelerator System
    Proc. Workshop on Near Data Processing (WONDP), 2015
  3. Berkin Akin, Franz Franchetti and James C. Hoe
    Data Reorganization in Memory Using 3D-stacked DRAM
    Proc. International Symposium on Computer Architectur (ISCA), 2015
  4. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  5. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013

Acceleration 

  1. L. Tang, S. Chen, K. Harisrikanth, G. Xu, K. Mai and Franz Franchetti
    A High Throughput Hardware Accelerator for FFTW Codelets: A First Look
    Proc. High Performance Extreme Computing (HPEC), 2022
  2. N. Zhang, H. Gamil, P. Brinich, B. Reynwar, A. Al Badawi, N. Neda, D. Soni, K. Canida, Y. Polyakov, P. Broderick, M. Maniatakos, A. G. Schmidt, M. Franusich, Jeremy Johnson, B. Reagen, D. B. Cousins and Franz Franchetti
    Towards Full-Stack Acceleration for Fully Homomorphic Encryption
    Proc. High Performance Extreme Computing (HPEC), 2022
  3. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018
  4. F. Sadi, Lawrence Pileggi and Franz Franchetti
    3D DRAM Based Application Specific Hardware Accelerator for SpMV
    High Performance Extreme Computing Conference (HPEC), 2016
  5. Qi Guo, Tianshi Chen, Y. Chen and Franz Franchetti
    Accelerating Architectural Simulation Via Statistical Techniques: A Survey
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 35, No. 3, pp. 433-446, 2016
  6. Jiyuan Zhang, Tze-Meng Low, Qi Guo and Franz Franchetti
    A 3D-Stacked Memory Manycore Stencil Accelerator System
    Proc. Workshop on Near Data Processing (WONDP), 2015
  7. Qi Guo, Tze-Meng Low, N. Alachiotis, Berkin Akin, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    Enabling Portable Energy Efficiency with Memory Accelerated Library
    Proc. MICRO, 2015
  8. Tze-Meng Low, Qi Guo and Franz Franchetti
    Optimizing Space Time Adaptive Processing Through Accelerating Memory-Bounded Operations
    Proc. High Performance Extreme Computing (HPEC), 2015
  9. Qi Guo, N. Alachiotis, Berkin Akin, F. Sadi, G. Xu, Tze-Meng Low, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    3D-Stacked Memory-Side Acceleration: Accelerator and System Design
    Proc. Workshop on Near Data Processing (WONDP), 2014
  10. Berkin Akin, Franz Franchetti and James C. Hoe
    Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 248-255, 2014
  11. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  12. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013

Adaptive processing 

  1. Tze-Meng Low, Qi Guo and Franz Franchetti
    Optimizing Space Time Adaptive Processing Through Accelerating Memory-Bounded Operations
    Proc. High Performance Extreme Computing (HPEC), 2015

Affine arithmetic 

  1. Joao Rivera, Franz Franchetti and Markus Püschel
    A Compiler for Sound Floating-Point Computations using Affine Arithmetic
    Proc. International Symposium on Code Generation and Optimization (CGO), 2022

Algebraic 

  1. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018
  2. Matthias Bolten, Franz Franchetti, P. H. J. Kelly, Christian Lengauer and Marcus Mohr
    Algebraic Description and Automatic Generation of Multigrid Methods in SPIRAL
    Concurrency and Computation: Practice and Experience, 2017

Algorithm 

  1. P. Oostema and Franz Franchetti
    Leveraging High Dimensional Spatial Graph Embedding as a Heuristic for Graph Algorithms
    Proc. IEEE Workshop on Parallel / Distributed Combinatorics and Optimization (PDCO), 2021
  2. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Massive Scaling of MASSIF: Algorithm Development and Analysis for Simulation on GPUs
    Proc. Platform for Advanced Scientific Computing (PASC), Article 13, pp. 1 - 10, 2020
  3. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Algorithm Design at Scale: Porting Parallel FFT-based Fortran Simulations to GPUs
    SIAM Conference on Computational Science and Engineering (CSE), 2019
  4. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
    , 2018
  5. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale Parallel FFT-Based Simulations on Heterogeneous Platforms
    Proc. High Performance Extreme Computing (HPEC), 2018
  6. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018
  7. Martin Kong, Richard Veras, Kevin Stock, Franz Franchetti, Louis-Noël Pouchet and P. Sadayappan
    When Polyhedral Transformations Meet SIMD Code Generation
    Proc. Programming Languages Design and Implementation (PLDI), Vol. 48, pp. 127-138, 2013
  8. Lingchuan Meng, Jeremy Johnson, Franz Franchetti, Yevgen Voronenko, Marc Moreno Maza and Yuzhen Xie
    Spiral-Generated Modular FFT Algorithms
    Proc. Parallel Symbolic Computation (PASCO), pp. 169-170, 2010

Algorithm complexity 

  1. W. Yu, Franz Franchetti, James C. Hoe, Y.-J. Chang and Tsuhan Chen
    Fast Bilateral Filtering By Adapting Block Size
    Proc. IEEE International Conference on Image Processing (ICIP), 2010

Algorithm theory and analysis 

  1. F. Sadi, Lawrence Pileggi and Franz Franchetti
    Algorithm and Hardware Co-Optimized Solution for Large SpMV Problems
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017
  2. F. Sadi, Berkin Akin, Thom Popovici, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Algorithm/Hardware Co-optimized SAR Image Reconstruction with 3D-stacked Logic in Memory
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014
  3. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012
  4. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009

Architecture 

  1. G. Xu, Franz Franchetti and James C. Hoe
    An Approach to Generating Customized Load-Store Architectures
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2023
  2. N. Zhang, A. Ebel, N. Neda, P. Brinich, B. Reynwar, A. G. Schmidt, M. Franusich, Jeremy Johnson, B. Reagen and Franz Franchetti
    Generating High-Performance Number Theoretic Transform Implementations for Vector Architectures
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023
  3. Qi Guo, Tianshi Chen, Y. Chen and Franz Franchetti
    Accelerating Architectural Simulation Via Statistical Techniques: A Survey
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 35, No. 3, pp. 433-446, 2016
  4. Berkin Akin, Franz Franchetti and James C. Hoe
    HAMLeT Architecture for Parallel Data Reorganization in Memory
    IEEE Micro, Vol. 36, No. 1, pp. 14-23, 2016
  5. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  6. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012
  7. Tom Henretty, Kevin Stock, Louis-Noël Pouchet, Franz Franchetti, J. Ramanujam and P. Sadayappan
    Data Layout Transformation for Stencil Computations on Short SIMD Architectures
    Proc. International Conference on Compiler Construction (CC), 2011

Arm SVE 

  1. N. Kitai, Daisuke Takahashi, Franz Franchetti, T. Katagiri, S. Ohshima and T. Nagai
    Adaptation of A64 Scalable Vector Extension for Spiral
    Proc. High Performance Computing Conference (HPCC), Japan, 2021

Automatic generation 

  1. J. Nguyen, Sanil Rao, J. Moreira and Franz Franchetti
    Automatic Generation of Matrix-Vector Code Using SPIRAL for the Power10 ISA
    Proc. IEEE High Performance Extreme Computing (HPEC), 2022
  2. Matthias Bolten, Franz Franchetti, P. H. J. Kelly, Christian Lengauer and Marcus Mohr
    Algebraic Description and Automatic Generation of Multigrid Methods in SPIRAL
    Concurrency and Computation: Practice and Experience, 2017
  3. C. Angelopoulos, Franz Franchetti and Markus Püschel
    Automatic Generation of FFT Libraries for GPUs
    NVIDIA Research Summit at the GPU Technology Conference, 2012
  4. Franz Franchetti, Yevgen Voronenko and G. Almasi
    Automatic Generation of the HPC Challenges Global FFT Benchmark for BlueGene/P
    Proc. High Performance Computing for Computational Science (VECPAR), 2012
  5. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012

Autotuning 

  1. N. Kitai, Daisuke Takahashi, Franz Franchetti, T. Katagiri, S. Ohshima and T. Nagai
    An Auto-tuning with Adaptation of A64 Scalable Vector Extension for SPIRAL
    Proc. International Workshop on Automatic Performance Tuning (iWAPT), 2021
  2. Tao Cui and Franz Franchetti
    Autotuning a Random Walk Boolean Satisfiability Solver
    Proc. International Workshop on Automatic Performance Tuning (iWAPT), 2011

Bandwidth 

  1. Thom Popovici, Tze-Meng Low and Franz Franchetti
    Large Bandwidth-Efficient FFTs on Multicore and Multi-Socket Systems
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE, 2018
  2. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2012

Beyond transforms 

  1. Christian Berger, Volodymyr Arbatov, Yevgen Voronenko, Franz Franchetti and Markus Püschel
    Real-Time Software Implementation of an IEEE 802.11a Baseband Receiver on Intel Multicore
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1693-1696 , 2011
  2. Frédéric de Mesmay, Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Efficient Software Viterbi Decoders
    Proc. International Conference on High Performance Embedded Architectures and Compilers (HiPEAC), Lecture Notes in Computer Science, Springer, Vol. 5952, pp. 353-368, 2010
  3. Yevgen Voronenko, Volodymyr Arbatov, Christian Berger, Ronghui Peng, Markus Püschel and Franz Franchetti
    Computer Generation of Platform-Adapted Physical Layer Software
    Proc. Software Defined Radio (SDR), 2010
  4. Daniel McFarlin, Franz Franchetti, José M. F. Moura and Markus Püschel
    High Performance Synthetic Aperture Radar Image Formation On Commodity Architectures
    Proc. SPIE Conference on Defense, Security, and Sensing, Proceedings of SPIE, Vol. 7337, pp. 733708, 2009
  5. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009
  6. Frédéric de Mesmay, Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Automatic Generation of Adaptive Libraries for Matrix-Multiplication
    Parallel Matrix Algorithms and Applications (PMAA), 2008, Presentation (Abstract reviewed)
  7. Franz Franchetti, Daniel McFarlin, Frédéric de Mesmay, Hao Shen, Tomasz Wiktor Włodarczyk, Srinivas Chellappa, Marek Telgarsky, Peter A. Milder, Yevgen Voronenko, Qian Yu, James C. Hoe, José M. F. Moura and Markus Püschel
    Program Generation with Spiral: Beyond Transforms
    Proc. High Performance Extreme Computing (HPEC), 2008

Big data 

  1. E. Tang and Franz Franchetti
    Magic Memory: A Programming Model For Big Data Analytics
    Proc. High Performance Extreme Computing (HPEC), 2022
  2. Joya Deri, Franz Franchetti and José M. F. Moura
    Big Data Computation of Taxi Movement in New York City
    Proc. IEEE International Conference on Big Data (Big Data), IEEE, pp. 2616-2625, 2016

Bilateral filtering 

  1. W. Yu, Franz Franchetti, James C. Hoe, Y.-J. Chang and Tsuhan Chen
    Fast Bilateral Filtering By Adapting Block Size
    Proc. IEEE International Conference on Image Processing (ICIP), 2010

BlueGene 

  1. Franz Franchetti, Yevgen Voronenko and G. Almasi
    Automatic Generation of the HPC Challenges Global FFT Benchmark for BlueGene/P
    Proc. High Performance Computing for Computational Science (VECPAR), 2012
  2. F. Gygi, E. W. Draeger, M. Schulz, B. R. de Supinski, J. A. Gunnels, V. Austel, J. C. Sexton, Franz Franchetti, Stefan Kral, Christoph W. Ueberhuber and Juergen Lorenz
    Large-Scale Electronic Structure Calculations of High-Z Metals on the BlueGene/L Platform
    Proc. Supercomputing (SC), 2006
  3. F. Gygi, E. W. Draeger, B. R. de Supinski, R. K. Yates, Franz Franchetti, Stefan Kral, Juergen Lorenz, Christoph W. Ueberhuber, J. A. Gunnels and J. C. Sexton
    Large-Scale First-Principles Molecular Dynamics Simulations on the BlueGene/L Platform Using the Qbox Code
    Proc. Supercomputing (SC), 2005
  4. Juergen Lorenz, Stefan Kral, Franz Franchetti and Christoph W. Ueberhuber
    Vectorization Techniques for the BlueGene/L Double FPU
    IBM Journal of Research and Development, Vol. 49, No. 2/3, pp. 437-446, 2005

Boolean 

  1. Tao Cui and Franz Franchetti
    Autotuning a Random Walk Boolean Satisfiability Solver
    Proc. International Workshop on Automatic Performance Tuning (iWAPT), 2011

Cell BE Processor 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Fast Fourier Transforms for the Cell Broadband Engine
    Proc. International Conference on Supercomputing (ICS), pp. 26-35, 2009
  2. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009
  3. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Automatic Linear Transform Program Generation for the Cell BE
    Proc. Supercomputing (SC), 2008, Poster (Abstract reviewed)
  4. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  5. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    FFT Program Generation for the Cell BE
    Proc. International Workshop on State-of-the-Art in Scientific and Parallel Computing (PARA), 2008

Chip generator 

  1. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Local Interpolation-based Polar Format SAR: Algorithm, Hardware Implementation and Design Automation
    Journal of Signal Processing Systems, 2012

Circuit optimization 

  1. Scott Mionis, Franz Franchetti and J. Larkin
    Optimized Quantum Circuit Generation with SPIRAL
    Proc. High Performance Extreme Computing (HPEC), 2021

Code generator 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023
  2. Scott Mionis, Franz Franchetti and J. Larkin
    Optimized Quantum Circuit Generation with SPIRAL
    Proc. High Performance Extreme Computing (HPEC), 2021
  3. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018
  4. Martin Kong, Richard Veras, Kevin Stock, Franz Franchetti, Louis-Noël Pouchet and P. Sadayappan
    When Polyhedral Transformations Meet SIMD Code Generation
    Proc. Programming Languages Design and Implementation (PLDI), Vol. 48, pp. 127-138, 2013
  5. Lingchuan Meng, Jeremy Johnson, Franz Franchetti, Yevgen Voronenko, Marc Moreno Maza and Yuzhen Xie
    Spiral-Generated Modular FFT Algorithms
    Proc. Parallel Symbolic Computation (PASCO), pp. 169-170, 2010

Coding/Decoding 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023
  2. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018
  3. Tze-Meng Low and Franz Franchetti
    High Assurance Code Generation for Cyber-Physical Systems
    Proc. IEEE International Symposium on High Assurance Systems Engineering (HASE), 2017

Compiler 

  1. Joao Rivera, Franz Franchetti and Markus Püschel
    A Compiler for Sound Floating-Point Computations using Affine Arithmetic
    Proc. International Symposium on Code Generation and Optimization (CGO), 2022
  2. Joao Rivera, Franz Franchetti and Markus Püschel
    An Interval Compiler for Sound Floating Point Computations
    Proc. International Symposium on Code Generation and Optimization (CGO), 2021
  3. Scott Mionis, Franz Franchetti and J. Larkin
    Optimized Quantum Circuit Generation with SPIRAL
    Proc. High Performance Extreme Computing (HPEC), 2021
  4. Tom Henretty, Richard Veras, Franz Franchetti, Louis-Noël Pouchet, J. Ramanujam and P. Sadayappan
    A Stencil Compiler for Short-Vector SIMD Architectures
    Proc. ACM International Conference on Supercomputing , pp. 13-24, 2013
  5. Martin Kong, Richard Veras, Kevin Stock, Franz Franchetti, Louis-Noël Pouchet and P. Sadayappan
    When Polyhedral Transformations Meet SIMD Code Generation
    Proc. Programming Languages Design and Implementation (PLDI), Vol. 48, pp. 127-138, 2013

Control systems 

  1. Franz Franchetti, Tze-Meng Low, Stefan Mitsch, Juan Pablo Mendoza, Liangyan Gui, Amarin Phaosawasdi, David Padua, Soummya Kar, José M. F. Moura, M. Franusich, Jeremy Johnson, Andre' Platzer and Manuela Veloso
    High-Assurance SPIRAL: End-to-End Guarantees for Robot and Car Control
    IEEE Control Systems Magazine, 2017

Convolutions 

  1. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    A Framework for Low Communication Approaches for Large Scale 3D Convolution
    Proc. International Conference on Parallel Processing (ICPP), 2022

Coq 

  1. Vadim Zaliva, Ilia Zaichuk and Franz Franchetti
    Verified Translation Between Purely Functional and Imperative Domain Specific Languages in HELIX
    Proc. Working Conference on Verified Software: Theories, Tools, and Experiments (VSTTE), 2020

CPUs 

  1. Jiyuan Zhang, Yi Lu, Daniele G. Spampinato and Franz Franchetti
    FESIA: A Fast and Efficient Set Intersection Approach on Modern CPUs
    Proc. IEEE International Conference on Data Engineering (ICDE), 2020
  2. Jiyuan Zhang, Daniele G. Spampinato and Franz Franchetti
    FESIA: A Fast and SIMD-Efficient Set Intersection Approach on Modern CPUs
    North East Database Day (NEDB), 2020, Poster
  3. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
    , 2018
  4. Tao Cui, R. Yang, Gabriela Hug and Franz Franchetti
    Accelerated AC Contingency Calculation on Commodity Multi-core SIMD CPUs
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), 2014
  5. Tao Cui and Franz Franchetti
    Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
    Proc. IEEE High Performance Extreme Computing (HPEC), 2012

Cryptography 

  1. D. Soni, N. Neda, N. Zhang, B. Reynwar, H. Gamil, B. Heyman, M. N. T. Moopan, A. Al Badawi, Y. Polyakov, K. Canida, M. Pedram, M. Maniatakos, D. B. Cousins, Franz Franchetti, M. French, A. G. Schmidt and B. Reagen
    RPU: The Ring Processing Unit
    Cryptology ePrint Archive, 2023
  2. D. B. Cousins, Y. Polyakov, A. Al Badawi, M. French, A. G. Schmidt, A. Jacob, B. Reynwar, K. Canida, A. Jaiswal, C. Mathew, H. Gamil, N. Neda, D. Soni, M. Maniatakos, B. Reagen, N. Zhang, Franz Franchetti, P. Brinich, Jeremy Johnson, P. Broderick, M. Franusich, B. Zhang, Z. Cheng and M. Pedram
    TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation
    arXiv, 2023

Curved surfaces 

  1. P. Oostema and Franz Franchetti
    Approximating Manifolds and Geodesics with Curved Surfaces
    Proc. High Performance Extreme Computing (HPEC), 2022

Cyber-physical systems 

  1. Tze-Meng Low and Franz Franchetti
    High Assurance Code Generation for Cyber-Physical Systems
    Proc. IEEE International Symposium on High Assurance Systems Engineering (HASE), 2017

Data reorganization 

  1. Berkin Akin, Franz Franchetti and James C. Hoe
    Data Reorganization in Memory Using 3D-stacked DRAM
    Proc. International Symposium on Computer Architectur (ISCA), 2015

Design 

  1. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Algorithm Design at Scale: Porting Parallel FFT-based Fortran Simulations to GPUs
    SIAM Conference on Computational Science and Engineering (CSE), 2019
  2. Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
    Design and Specification of Large-scale Simulations for GPUs using FFTX
    Supercomputing, 2019
  3. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
    , 2018
  4. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale Parallel FFT-Based Simulations on Heterogeneous Platforms
    Proc. High Performance Extreme Computing (HPEC), 2018
  5. H. E. Sumbul, K. Vaidyanathan, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
    Proc. Design Automation Conference (DAC), 2015
  6. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014
  7. Berkin Akin, Franz Franchetti and James C. Hoe
    Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 248-255, 2014
  8. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012

Discrete/fast Fourier transform 

  1. Thom Popovici, Martin Schatz, Franz Franchetti and Tze-Meng Low
    A Flexible Framework for Parallel Multi-Dimensional DFTs
    arXiv (Technical Report), 2019
  2. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012
  3. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Computer Generation of Hardware for Linear Digital Signal Processing Transforms
    ACM Transactions on Design Automation of Electronic Systems, Vol. 17, No. 2, 2012
  4. Daniel McFarlin, Volodymyr Arbatov, Franz Franchetti and Markus Püschel
    Automatic SIMD Vectorization of Fast Fourier Transforms for the Larrabee and AVX Instruction Sets
    Proc. International Conference on Supercomputing (ICS), 2011
  5. Franz Franchetti and Markus Püschel
    Fast Fourier Transform
    in Encyclopedia of Parallel Computing, Eds. David Padua, Springer 2011
  6. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  7. C. Angelopoulos, Franz Franchetti and Markus Püschel
    DFT Transform on the Fermi (GTX480): Automatic Program Generation
    NVIDIA Research Summit at the GPU Technology Conference, 2010
  8. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Hardware Implementation of the Discrete Fourier Transform with Non-Power-of-Two Problem Size
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2010
  9. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Fast Fourier Transforms for the Cell Broadband Engine
    Proc. International Conference on Supercomputing (ICS), pp. 26-35, 2009
  10. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  11. Franz Franchetti and Markus Püschel
    Generating High-Performance Pruned FFT Implementations
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 549-552, 2009
  12. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009
  13. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Automatic Linear Transform Program Generation for the Cell BE
    Proc. Supercomputing (SC), 2008, Poster (Abstract reviewed)
  14. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  15. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    FFT Program Generation for the Cell BE
    Proc. International Workshop on State-of-the-Art in Scientific and Parallel Computing (PARA), 2008
  16. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Formal Datapath Representation and Manipulation for Implementing DSP Transforms
    Proc. Design Automation Conference (DAC), pp. 385-390, 2008
  17. Yevgen Voronenko, Franz Franchetti, Frédéric de Mesmay and Markus Püschel
    Generating High-Performance General Size Linear Transform Libraries Using Spiral
    Proc. High Performance Extreme Computing (HPEC), 2008
  18. Franz Franchetti and Markus Püschel
    Generating SIMD Vectorized Permutations
    Proc. International Conference on Compiler Construction (CC), Lecture Notes in Computer Science, Springer, Vol. 4959, pp. 116-131, 2008
  19. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Linear Transforms: From Math to Efficient Hardware
    Proc. Workshop on High-Level Synthesis colocated with DAC, 2008
  20. Yevgen Voronenko, Franz Franchetti, Frédéric de Mesmay and Markus Püschel
    System Demonstration of Spiral: Generator for High-Performance Linear Transform Libraries
    Proc. Algebraic Methodology and Software Technology (AMAST), 2008
  21. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Discrete Fourier Transform Compiler: From Mathematical Representation to Efficient Hardware
    CSSI Technical Report #CSSI-07-01, Carnegie Mellon University, 2007
  22. Paolo D'Alberto, Peter A. Milder, Aliaksei Sandryhaila, Franz Franchetti, James C. Hoe, José M. F. Moura, Markus Püschel and Jeremy Johnson
    Generating FPGA Accelerated DFT Libraries
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), pp. 173-184, 2007
  23. Franz Franchetti and Markus Püschel
    SIMD Vectorization of Non-Two-Power Sized FFTs
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. II-17-II-20, 2007
  24. Andreas Bonelli, Franz Franchetti, Juergen Lorenz, Markus Püschel and Christoph W. Ueberhuber
    Automatic Performance Optimization of the Discrete Fourier Transform on Distributed Memory Computers
    Proc. International Symposium on Parallel and Distributed Processing and Application (ISPA), Lecture Notes In Computer Science, Springer, Vol. 4330, pp. 818-832, 2006
  25. Paolo D'Alberto, Peter A. Milder, Franz Franchetti, James C. Hoe, Markus Püschel and José M. F. Moura
    Discrete Fourier Transform Compiler for FPGA and CPU/FPGA Partitioned Implementations
    Proc. High Performance Extreme Computing (HPEC), 2006
  26. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    FFT Program Generation for Shared Memory: SMP and Multicore
    Proc. Supercomputing (SC), 2006
  27. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Formal Loop Merging for Signal Transforms
    Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326 , 2005
  28. Franz Franchetti, Stefan Kral, Juergen Lorenz, Markus Püschel, Christoph W. Ueberhuber and Peter Wurzinger
    Automatically Tuned FFTs for BlueGene/L’s Double FPU
    Proc. High Performance Computing for Computational Science (VECPAR), Lecture Notes in Computer Science, Springer, Vol. 3402, pp. 23-36, 2004
  29. Franz Franchetti and Markus Püschel
    Short Vector Code Generation for the Discrete Fourier Transform
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2003

Distributed memory 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009

Distributed, parallel, and cluster computing 

  1. D. B. Cousins, Y. Polyakov, A. Al Badawi, M. French, A. G. Schmidt, A. Jacob, B. Reynwar, K. Canida, A. Jaiswal, C. Mathew, H. Gamil, N. Neda, D. Soni, M. Maniatakos, B. Reagen, N. Zhang, Franz Franchetti, P. Brinich, Jeremy Johnson, P. Broderick, M. Franusich, B. Zhang, Z. Cheng and M. Pedram
    TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation
    arXiv, 2023

Domain-specific 

  1. Vadim Zaliva, Ilia Zaichuk and Franz Franchetti
    Verified Translation Between Purely Functional and Imperative Domain Specific Languages in HELIX
    Proc. Working Conference on Verified Software: Theories, Tools, and Experiments (VSTTE), 2020

DRAM 

  1. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  2. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2012

Drug metabolism 

  1. Yoko Franchetti, Thomas Nolin and Franz Franchetti
    Towards Precision Medicine: Simulation Based Parameter Estimation for Drug Metabolism
    SIAM Conference on Computational Science and Engineering (CSE), 2019

Edge-centric 

  1. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018

Electric power systems 

  1. Q. Li, Tao Cui, Yang Weng, Rohit Negi, Franz Franchetti and Marija Ilic
    An Information-Theoretic Approach to PMU Placement in Electric Power Systems
    IEEE Transactions on Smart Grid, Vol. 4, No. 1, pp. 446-456, 2013
  2. Tao Cui and Franz Franchetti
    A Software Performance Engineering Aproach to Fast Transmission Probabilistic Load Flow
    IEEE PES General Meeting, 2013
  3. Tao Cui and Franz Franchetti
    Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
    Proc. High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013
  4. Tao Cui and Franz Franchetti
    A Multi-Core High Performance Computing Framework for Probabilistic Solutions of Distribution Systems
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), pp. 1-6, 2012
  5. Tao Cui and Franz Franchetti
    A Monte Carlo Framework for Probabilistic Distribution Power Flow
    Carnegie Mellon Conference on the Electricity Industry, 2011
  6. Tao Cui and Franz Franchetti
    A Multi-core High Performance Computing Framework for Distribution Power Flow
    Proc. North American Power Symposium (NAPS), 2011

Electric vehicles 

  1. Q. Li, Tao Cui, Rohit Negi, Franz Franchetti and Marija Ilic
    On-line Decentralized Charging of Plug-In Electric Vehicles in Power Systems
    , 2010

Embedding 

  1. P. Oostema and Franz Franchetti
    On Manifold Graph Embedding
    Proc. High Performance Extreme Computing (HPEC), 2022

Energy-efficient 

  1. Qi Guo, Tze-Meng Low, N. Alachiotis, Berkin Akin, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    Enabling Portable Energy Efficiency with Memory Accelerated Library
    Proc. MICRO, 2015
  2. M. M. Sabry Aly, M. Gao, G. Hills, C.-S. Lee, G. Pitner, M. M. Shulaker, T. F. Wu, M. Asheghi, J. Bokor, Franz Franchetti, K. E. Goodson, C. Kozyrakis, I. Markov, K. Olukoton, Lawrence Pileggi, E. Pop, J. Rabaey, C. Re, H.-S. Wong and S. Mitra
    Energy-Efficient Abundant-Data Computing: The N3XT 1,000x
    Computer, Vol. 48, No. 12, pp. 24-33, 2015
  3. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Polar Format Synthetic Aperture Radar in Energy Efficient Application-Specific Logic-in-Memory
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1557-1560, 2012
  4. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Evolving surfaces 

  1. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Highly Efficient Performance Portable Tracking of Evolving Surfaces
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 296-307, 2012
  2. W. Yu, Franz Franchetti, James C. Hoe, José M. F. Moura and Tsuhan Chen
    Performance Portable Tracking of Evolving Surfaces
    Proc. High Performance Extreme Computing (HPEC), 2011

Exascale 

  1. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solver Libraries for Exascale: FFTX and SpectralPack
    Exascale Computing Project (ECP) Annual Meeting, 2020, Poster
  2. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solvers for Exascale: FFTX and SpectralPACK
    Exascale Computing Project (ECP) Annual Meeting, 2019
  3. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018

Fast algorithms 

  1. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  2. Franz Franchetti and Markus Püschel
    Generating High-Performance Pruned FFT Implementations
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 549-552, 2009

Fast Fourier Transform 

  1. B. Van Straalen, P. Colella, Franz Franchetti and P. Broderick
    FFTX: Next-Generation Open-Source Software for Fast Fourier Transforms
    to appear in Proc. Exascale Computing Project Annual Meeting (ECPAM), 2023
  2. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    A Framework for Low Communication Approaches for Large Scale 3D Convolution
    Proc. International Conference on Parallel Processing (ICPP), 2022
  3. L. Tang, S. Chen, K. Harisrikanth, G. Xu, K. Mai and Franz Franchetti
    A High Throughput Hardware Accelerator for FFTW Codelets: A First Look
    Proc. High Performance Extreme Computing (HPEC), 2022
  4. Z. Gong, N. Zhu, M. Ngaw, Joao Rivera, L. Tang, E. Tang, H. Mankad and Franz Franchetti
    Interval Arithmetic-based FFT for Large Integer Multiplication
    Proc. High Performance Extreme Computing (HPEC), 2022
  5. J. Nguyen, M. Cai, Z. Zuo, L. Tang, K. Mai and Franz Franchetti
    LIMA: Hardware for FFT based Large Integer Multiplication
    Proc. High Performance Extreme Computing (HPEC), 2022
  6. Scott Mionis, Franz Franchetti and J. Larkin
    Optimized Quantum Circuit Generation with SPIRAL
    Proc. High Performance Extreme Computing (HPEC), 2021
  7. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
    , 2018
  8. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale Parallel FFT-Based Simulations on Heterogeneous Platforms
    Proc. High Performance Extreme Computing (HPEC), 2018
  9. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018
  10. Thom Popovici, Tze-Meng Low and Franz Franchetti
    Large Bandwidth-Efficient FFTs on Multicore and Multi-Socket Systems
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE, 2018
  11. G. Xu, Tze-Meng Low, James C. Hoe and Franz Franchetti
    Optimizing FFT Resource Efficiency of FPGA using High-Level Synthesis
    High Performance Extreme Computing Conference (HPEC), 2017
  12. Berkin Akin, Franz Franchetti and James C. Hoe
    FFTs with Near-Optimal Memory Access Through Block Data Layouts: Algorithm, Architecture and Design Automation
    Journal of Signal Processing Systems, 2015
  13. Thom Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly and Franz Franchetti
    Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
    Proc. Workshop on Compilers for Parallel Computing (CPC), 2015
  14. T. Ozturk, Thom Popovici, C. Stein, R. Pokharel, Franz Franchetti and Anthony Rollett
    Fast Fourier Transform Based Mechanical Behavior Formulation: Optimized Implementation and Sensitivity Analysis of the Method
    Proc. Materials Science & Technology, 2014
  15. Berkin Akin, Franz Franchetti and James C. Hoe
    FFTs with Near-Optimal Memory Access Through Block Data Layouts
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014
  16. C. Angelopoulos, Franz Franchetti and Markus Püschel
    Automatic Generation of FFT Libraries for GPUs
    NVIDIA Research Summit at the GPU Technology Conference, 2012
  17. Franz Franchetti, Yevgen Voronenko and G. Almasi
    Automatic Generation of the HPC Challenges Global FFT Benchmark for BlueGene/P
    Proc. High Performance Computing for Computational Science (VECPAR), 2012
  18. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2012
  19. Lingchuan Meng, Jeremy Johnson, Franz Franchetti, Yevgen Voronenko, Marc Moreno Maza and Yuzhen Xie
    Spiral-Generated Modular FFT Algorithms
    Proc. Parallel Symbolic Computation (PASCO), pp. 169-170, 2010
  20. Franz Franchetti
    A Portable Short Vector Version of FFTW
    Proc. IMACS Symposium on Mathematical Modelling (MATHMOD), Vol. 2, pp. 1539-1548, 2003
  21. Franz Franchetti, F. Kaltenberger and Christoph W. Ueberhuber
    FFT Kernels with FMA Utilization
    Proc. APLIMAT Conference, pp. 333-339, 2002
  22. Franz Franchetti, H. Karner, Stefan Kral and Christoph W. Ueberhuber
    Architecture Independent Short Vector FFTs
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. 1109-1112, 2001
  23. Franz Franchetti
    Short Vector FFTs
    Master thesis, Vienna University of Technology, 2000

FFT 

  1. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    A Framework for Low Communication Approaches for Large Scale 3D Convolution
    Proc. International Conference on Parallel Processing (ICPP), 2022
  2. L. Tang, S. Chen, K. Harisrikanth, G. Xu, K. Mai and Franz Franchetti
    A High Throughput Hardware Accelerator for FFTW Codelets: A First Look
    Proc. High Performance Extreme Computing (HPEC), 2022
  3. Z. Gong, N. Zhu, M. Ngaw, Joao Rivera, L. Tang, E. Tang, H. Mankad and Franz Franchetti
    Interval Arithmetic-based FFT for Large Integer Multiplication
    Proc. High Performance Extreme Computing (HPEC), 2022
  4. J. Nguyen, M. Cai, Z. Zuo, L. Tang, K. Mai and Franz Franchetti
    LIMA: Hardware for FFT based Large Integer Multiplication
    Proc. High Performance Extreme Computing (HPEC), 2022
  5. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Algorithm Design at Scale: Porting Parallel FFT-based Fortran Simulations to GPUs
    SIAM Conference on Computational Science and Engineering (CSE), 2019
  6. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solvers for Exascale: FFTX and SpectralPACK
    Exascale Computing Project (ECP) Annual Meeting, 2019
  7. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018
  8. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2012

FFTE 

  1. Daisuke Takahashi and Franz Franchetti
    FFTE on SVE: SPIRAL-Generated Kernels
    Proc. International Conference on High Performance Computing in Asia-Pacific Region (HPCAsia), pp. 114-122, 2020

FFTW 

  1. L. Tang, S. Chen, K. Harisrikanth, G. Xu, K. Mai and Franz Franchetti
    A High Throughput Hardware Accelerator for FFTW Codelets: A First Look
    Proc. High Performance Extreme Computing (HPEC), 2022

FFTX 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023
  2. B. Van Straalen, P. Colella, Franz Franchetti and P. Broderick
    FFTX: Next-Generation Open-Source Software for Fast Fourier Transforms
    to appear in Proc. Exascale Computing Project Annual Meeting (ECPAM), 2023
  3. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solver Libraries for Exascale: FFTX and SpectralPack
    Exascale Computing Project (ECP) Annual Meeting, 2020, Poster
  4. Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
    Design and Specification of Large-scale Simulations for GPUs using FFTX
    Supercomputing, 2019
  5. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solvers for Exascale: FFTX and SpectralPACK
    Exascale Computing Project (ECP) Annual Meeting, 2019
  6. Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
    FFTX for Micromechanical Stress-Strain Analysis
    IEEE High Performance Extreme Computing Conference (HPEC), 2019

FHE Hardward 

  1. D. Soni, N. Neda, N. Zhang, B. Reynwar, H. Gamil, B. Heyman, M. N. T. Moopan, A. Al Badawi, Y. Polyakov, K. Canida, M. Pedram, M. Maniatakos, D. B. Cousins, Franz Franchetti, M. French, A. G. Schmidt and B. Reagen
    RPU: The Ring Processing Unit
    Cryptology ePrint Archive, 2023

Floating-point arithmetic 

  1. Joao Rivera, Franz Franchetti and Markus Püschel
    A Compiler for Sound Floating-Point Computations using Affine Arithmetic
    Proc. International Symposium on Code Generation and Optimization (CGO), 2022
  2. Joao Rivera, Franz Franchetti and Markus Püschel
    An Interval Compiler for Sound Floating Point Computations
    Proc. International Symposium on Code Generation and Optimization (CGO), 2021

FPGA 

  1. G. Xu, Tze-Meng Low, James C. Hoe and Franz Franchetti
    Optimizing FFT Resource Efficiency of FPGA using High-Level Synthesis
    High Performance Extreme Computing Conference (HPEC), 2017
  2. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012
  3. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2012

Future quantum frameworks 

  1. Scott Mionis, Franz Franchetti and J. Larkin
    Quantum Circuit Optimization with SPIRAL: A First Look
    Proc. Supercomputing (SC), 2020

GBTLX 

  1. Sanil Rao, A. Kutuluru, Paul Brouwer, S. McMillan and Franz Franchetti
    GBTLX: A First Look
    Proc. IEEE High Performance Extreme Computing (HPEC), 2020

General size libraries 

  1. B. Duff, J. Larkin, M. Franusich and Franz Franchetti
    Automatic Generation of 3-D FFTs
    submitted for publication
  2. C. Angelopoulos, Franz Franchetti and Markus Püschel
    Automatic Generation of FFT Libraries for GPUs
    NVIDIA Research Summit at the GPU Technology Conference, 2012
  3. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  4. Yevgen Voronenko, Franz Franchetti, Frédéric de Mesmay and Markus Püschel
    Generating High-Performance General Size Linear Transform Libraries Using Spiral
    Proc. High Performance Extreme Computing (HPEC), 2008
  5. Yevgen Voronenko, Franz Franchetti, Frédéric de Mesmay and Markus Püschel
    System Demonstration of Spiral: Generator for High-Performance Linear Transform Libraries
    Proc. Algebraic Methodology and Software Technology (AMAST), 2008

Geodesics 

  1. P. Oostema and Franz Franchetti
    Approximating Manifolds and Geodesics with Curved Surfaces
    Proc. High Performance Extreme Computing (HPEC), 2022

GPUs 

  1. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    A Framework for Low Communication Approaches for Large Scale 3D Convolution
    Proc. International Conference on Parallel Processing (ICPP), 2022
  2. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Massive Scaling of MASSIF: Algorithm Development and Analysis for Simulation on GPUs
    Proc. Platform for Advanced Scientific Computing (PASC), Article 13, pp. 1 - 10, 2020
  3. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Algorithm Design at Scale: Porting Parallel FFT-based Fortran Simulations to GPUs
    SIAM Conference on Computational Science and Engineering (CSE), 2019
  4. Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
    Design and Specification of Large-scale Simulations for GPUs using FFTX
    Supercomputing, 2019
  5. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
    , 2018
  6. Vit Ruzicka and Franz Franchetti
    Fast and Accurate Object Detection in High Resolution 4K and 8K Video Using GPUs
    Proc. IEEE High Performance Extreme Computing (HPEC), 2018
  7. C. Angelopoulos, Franz Franchetti and Markus Püschel
    Automatic Generation of FFT Libraries for GPUs
    NVIDIA Research Summit at the GPU Technology Conference, 2012
  8. C. Angelopoulos, Franz Franchetti and Markus Püschel
    DFT Transform on the Fermi (GTX480): Automatic Program Generation
    NVIDIA Research Summit at the GPU Technology Conference, 2010

Graph-algorithms 

  1. P. Oostema and Franz Franchetti
    Leveraging High Dimensional Spatial Graph Embedding as a Heuristic for Graph Algorithms
    Proc. IEEE Workshop on Parallel / Distributed Combinatorics and Optimization (PDCO), 2021
  2. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018

GraphBLAS 

  1. Sanil Rao, A. Kutuluru, Paul Brouwer, S. McMillan and Franz Franchetti
    GBTLX: A First Look
    Proc. IEEE High Performance Extreme Computing (HPEC), 2020
  2. Richard Veras and Franz Franchetti
    A Scale-free Structure for Real World Networks
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017
  3. J. Kepner, P. Aaltonen, D. Bader, A. Buluc, Franz Franchetti, J. Gilbert, D. Hutchison, M. Kumar, A. Lumsdaine, H. Meyerhenke, S. McMillan, J. Moreira, J. D. Owens, C. Yang, M. Zalewski and T. Mattson
    Mathematical Foundations of the GraphBLAS
    Proc. High Performance Extreme Computing (HPEC), 2016

Graphs 

  1. P. Oostema and Franz Franchetti
    On Manifold Graph Embedding
    Proc. High Performance Extreme Computing (HPEC), 2022
  2. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018
  3. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018

Greedy algorithm 

  1. Q. Li, Tao Cui, Yang Weng, Rohit Negi, Franz Franchetti and Marija Ilic
    An Information-Theoretic Approach to PMU Placement in Electric Power Systems
    IEEE Transactions on Smart Grid, Vol. 4, No. 1, pp. 446-456, 2013

Hardware 

  1. J. Nguyen, M. Cai, Z. Zuo, L. Tang, K. Mai and Franz Franchetti
    LIMA: Hardware for FFT based Large Integer Multiplication
    Proc. High Performance Extreme Computing (HPEC), 2022
  2. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018
  3. F. Sadi, Lawrence Pileggi and Franz Franchetti
    Algorithm and Hardware Co-Optimized Solution for Large SpMV Problems
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017
  4. Berkin Akin, James C. Hoe and Franz Franchetti
    HAMLeT: Hardware Accelerated Memory Layout Transform within 3D-stacked DRAM
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014
  5. Berkin Akin, Franz Franchetti and James C. Hoe
    Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 248-255, 2014
  6. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013
  7. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  8. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Hardware accelerator 

  1. D. Soni, N. Neda, N. Zhang, B. Reynwar, H. Gamil, B. Heyman, M. N. T. Moopan, A. Al Badawi, Y. Polyakov, K. Canida, M. Pedram, M. Maniatakos, D. B. Cousins, Franz Franchetti, M. French, A. G. Schmidt and B. Reagen
    RPU: The Ring Processing Unit
    Cryptology ePrint Archive, 2023

Hardware architecture 

  1. D. B. Cousins, Y. Polyakov, A. Al Badawi, M. French, A. G. Schmidt, A. Jacob, B. Reynwar, K. Canida, A. Jaiswal, C. Mathew, H. Gamil, N. Neda, D. Soni, M. Maniatakos, B. Reagen, N. Zhang, Franz Franchetti, P. Brinich, Jeremy Johnson, P. Broderick, M. Franusich, B. Zhang, Z. Cheng and M. Pedram
    TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation
    arXiv, 2023

HELIX 

  1. Vadim Zaliva, Ilia Zaichuk and Franz Franchetti
    Verified Translation Between Purely Functional and Imperative Domain Specific Languages in HELIX
    Proc. Working Conference on Verified Software: Theories, Tools, and Experiments (VSTTE), 2020

High assurance 

  1. Tze-Meng Low and Franz Franchetti
    High Assurance Code Generation for Cyber-Physical Systems
    Proc. IEEE International Symposium on High Assurance Systems Engineering (HASE), 2017
  2. Franz Franchetti, Tze-Meng Low, Stefan Mitsch, Juan Pablo Mendoza, Liangyan Gui, Amarin Phaosawasdi, David Padua, Soummya Kar, José M. F. Moura, M. Franusich, Jeremy Johnson, Andre' Platzer and Manuela Veloso
    High-Assurance SPIRAL: End-to-End Guarantees for Robot and Car Control
    IEEE Control Systems Magazine, 2017

High performance 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023
  2. N. Zhang, A. Ebel, N. Neda, P. Brinich, B. Reynwar, A. G. Schmidt, M. Franusich, Jeremy Johnson, B. Reagen and Franz Franchetti
    Generating High-Performance Number Theoretic Transform Implementations for Vector Architectures
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023
  3. D. B. Cousins, Y. Polyakov, A. Al Badawi, M. French, A. G. Schmidt, A. Jacob, B. Reynwar, K. Canida, A. Jaiswal, C. Mathew, H. Gamil, N. Neda, D. Soni, M. Maniatakos, B. Reagen, N. Zhang, Franz Franchetti, P. Brinich, Jeremy Johnson, P. Broderick, M. Franusich, B. Zhang, Z. Cheng and M. Pedram
    TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation
    arXiv, 2023
  4. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018
  5. Vadim Zaliva and Franz Franchetti
    HELIX: A Case Study of a Formal Verification of High Performance Program Generation
    Proc. Workshop on Functional High Performance Computing (FHPC), 2018
  6. Jiyuan Zhang, Franz Franchetti and Tze-Meng Low
    High Performance Zero-Memory Overhead Direct Convolutions
    Proc. International Conference on Machine Learning (ICML), 2018
  7. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018
  8. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018
  9. Martin Kong, Richard Veras, Kevin Stock, Franz Franchetti, Louis-Noël Pouchet and P. Sadayappan
    When Polyhedral Transformations Meet SIMD Code Generation
    Proc. Programming Languages Design and Implementation (PLDI), Vol. 48, pp. 127-138, 2013
  10. Tao Cui and Franz Franchetti
    A Multi-Core High Performance Computing Framework for Probabilistic Solutions of Distribution Systems
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), pp. 1-6, 2012
  11. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Highly Efficient Performance Portable Tracking of Evolving Surfaces
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 296-307, 2012
  12. Tao Cui and Franz Franchetti
    A Multi-core High Performance Computing Framework for Distribution Power Flow
    Proc. North American Power Symposium (NAPS), 2011
  13. W. Yu, Tsuhan Chen, Franz Franchetti and James C. Hoe
    High Performance Stereo Vision Designed for Massively Data Parallel Platforms
    IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 20, No. 11, pp. 1509-1519, 2010

Homomorphic encryption 

  1. D. Soni, N. Neda, N. Zhang, B. Reynwar, H. Gamil, B. Heyman, M. N. T. Moopan, A. Al Badawi, Y. Polyakov, K. Canida, M. Pedram, M. Maniatakos, D. B. Cousins, Franz Franchetti, M. French, A. G. Schmidt and B. Reagen
    RPU: The Ring Processing Unit
    Cryptology ePrint Archive, 2023
  2. N. Zhang, H. Gamil, P. Brinich, B. Reynwar, A. Al Badawi, N. Neda, D. Soni, K. Canida, Y. Polyakov, P. Broderick, M. Maniatakos, A. G. Schmidt, M. Franusich, Jeremy Johnson, B. Reagen, D. B. Cousins and Franz Franchetti
    Towards Full-Stack Acceleration for Fully Homomorphic Encryption
    Proc. High Performance Extreme Computing (HPEC), 2022

Image segmentation 

  1. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Fast and Robust Active Contours for Image Segmentation
    Proc. IEEE International Conference on Image Processing (ICIP), 2010

Intellectual Property (IP) 

  1. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014

IP cores for FPGA/ASIC 

  1. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Computer Generation of Hardware for Linear Digital Signal Processing Transforms
    ACM Transactions on Design Automation of Electronic Systems, Vol. 17, No. 2, 2012
  2. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Hardware Implementation of the Discrete Fourier Transform with Non-Power-of-Two Problem Size
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2010
  3. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  4. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Formal Datapath Representation and Manipulation for Implementing DSP Transforms
    Proc. Design Automation Conference (DAC), pp. 385-390, 2008
  5. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Linear Transforms: From Math to Efficient Hardware
    Proc. Workshop on High-Level Synthesis colocated with DAC, 2008
  6. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Discrete Fourier Transform Compiler: From Mathematical Representation to Efficient Hardware
    CSSI Technical Report #CSSI-07-01, Carnegie Mellon University, 2007
  7. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    FFT Compiler: From Math to Efficient Hardware
    Proc. IEEE International High Level Design Validation and Test Workshop (HLDVT), 2007
  8. Paolo D'Alberto, Peter A. Milder, Aliaksei Sandryhaila, Franz Franchetti, James C. Hoe, José M. F. Moura, Markus Püschel and Jeremy Johnson
    Generating FPGA Accelerated DFT Libraries
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), pp. 173-184, 2007

IRIS 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023

K-truss 

  1. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018

Large integer multiplication 

  1. Z. Gong, N. Zhu, M. Ngaw, Joao Rivera, L. Tang, E. Tang, H. Mankad and Franz Franchetti
    Interval Arithmetic-based FFT for Large Integer Multiplication
    Proc. High Performance Extreme Computing (HPEC), 2022
  2. J. Nguyen, M. Cai, Z. Zuo, L. Tang, K. Mai and Franz Franchetti
    LIMA: Hardware for FFT based Large Integer Multiplication
    Proc. High Performance Extreme Computing (HPEC), 2022

Large Scale 

  1. Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
    Design and Specification of Large-scale Simulations for GPUs using FFTX
    Supercomputing, 2019
  2. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
    , 2018
  3. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale Parallel FFT-Based Simulations on Heterogeneous Platforms
    Proc. High Performance Extreme Computing (HPEC), 2018
  4. Jiyuan Zhang, Daniele G. Spampinato, S. McMillan and Franz Franchetti
    Preliminary Exploration on Large-Scale Triangle Counting in Shared-Memory Multicore System
    Proc. IEEE High Performance Extreme Computing (HPEC), 2018
  5. Tao Cui and Franz Franchetti
    A Quasi-Monte Carlo Approach for Radial Distribution System Probabilistic Load Flow
    Proc. IEEE Innovative Smart Grid Technology Conference, 2013
  6. Tao Cui and Franz Franchetti
    Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
    Proc. High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013

Learn the current Spiral system 

  1. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Computer Generation of Hardware for Linear Digital Signal Processing Transforms
    ACM Transactions on Design Automation of Electronic Systems, Vol. 17, No. 2, 2012
  2. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  3. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  4. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009
  5. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  6. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Formal Datapath Representation and Manipulation for Implementing DSP Transforms
    Proc. Design Automation Conference (DAC), pp. 385-390, 2008
  7. Yevgen Voronenko, Franz Franchetti, Frédéric de Mesmay and Markus Püschel
    Generating High-Performance General Size Linear Transform Libraries Using Spiral
    Proc. High Performance Extreme Computing (HPEC), 2008
  8. Franz Franchetti and Markus Püschel
    Generating SIMD Vectorized Permutations
    Proc. International Conference on Compiler Construction (CC), Lecture Notes in Computer Science, Springer, Vol. 4959, pp. 116-131, 2008
  9. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Linear Transforms: From Math to Efficient Hardware
    Proc. Workshop on High-Level Synthesis colocated with DAC, 2008
  10. Franz Franchetti, Daniel McFarlin, Frédéric de Mesmay, Hao Shen, Tomasz Wiktor Włodarczyk, Srinivas Chellappa, Marek Telgarsky, Peter A. Milder, Yevgen Voronenko, Qian Yu, James C. Hoe, José M. F. Moura and Markus Püschel
    Program Generation with Spiral: Beyond Transforms
    Proc. High Performance Extreme Computing (HPEC), 2008
  11. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    FFT Compiler: From Math to Efficient Hardware
    Proc. IEEE International High Level Design Validation and Test Workshop (HLDVT), 2007
  12. Paolo D'Alberto, Peter A. Milder, Aliaksei Sandryhaila, Franz Franchetti, James C. Hoe, José M. F. Moura, Markus Püschel and Jeremy Johnson
    Generating FPGA Accelerated DFT Libraries
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), pp. 173-184, 2007
  13. Paolo D'Alberto, Markus Püschel and Franz Franchetti
    Performance/Energy Optimization of DSP Transforms on the XScale Processor
    Proc. International Conference on High Performance Embedded Architectures and Compilers (HiPEAC), Lecture Notes in Computer Science, Springer, Vol. 4367, pp. 201-214, 2007
  14. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    A Rewriting System for the Vectorization of Signal Transforms
    Proc. High Performance Computing for Computational Science (VECPAR), Lecture Notes in Computer Science, Springer, Vol. 4395, pp. 363-377, 2006
  15. Andreas Bonelli, Franz Franchetti, Juergen Lorenz, Markus Püschel and Christoph W. Ueberhuber
    Automatic Performance Optimization of the Discrete Fourier Transform on Distributed Memory Computers
    Proc. International Symposium on Parallel and Distributed Processing and Application (ISPA), Lecture Notes In Computer Science, Springer, Vol. 4330, pp. 818-832, 2006
  16. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    FFT Program Generation for Shared Memory: SMP and Multicore
    Proc. Supercomputing (SC), 2006
  17. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Formal Loop Merging for Signal Transforms
    Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326 , 2005
  18. Markus Püschel, José M. F. Moura, Jeremy Johnson, David Padua, Manuela Veloso, Bryan Singer, Jianxin Xiong, Franz Franchetti, Aca Gacic, Yevgen Voronenko, Kang Chen, Robert W. Johnson and Nicholas Rizzolo
    SPIRAL: Code Generation for DSP Transforms
    Proceedings of the IEEE, special issue on ``Program Generation, Optimization, and Adaptation'', Vol. 93, No. 2, pp. 232- 275, 2005

Linear algebra 

  1. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018
  2. Tze-Meng Low, Varun Rao, Matthew Lee, Thom Popovici, Franz Franchetti and S. McMillan
    First Look: Linear Algebra-based Triangle Counting Without Matrix Multiplication
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-6, 2017
  3. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009
  4. Frédéric de Mesmay, Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Automatic Generation of Adaptive Libraries for Matrix-Multiplication
    Parallel Matrix Algorithms and Applications (PMAA), 2008, Presentation (Abstract reviewed)
  5. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Automatic Linear Transform Program Generation for the Cell BE
    Proc. Supercomputing (SC), 2008, Poster (Abstract reviewed)

Load flow 

  1. Tao Cui and Franz Franchetti
    Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
    Proc. IEEE High Performance Extreme Computing (HPEC), 2012

Load-store 

  1. G. Xu, Franz Franchetti and James C. Hoe
    An Approach to Generating Customized Load-Store Architectures
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2023

Logic-in-memory 

  1. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  2. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013
  3. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  4. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012
  5. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Local Interpolation-based Polar Format SAR: Algorithm, Hardware Implementation and Design Automation
    Journal of Signal Processing Systems, 2012
  6. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Polar Format Synthetic Aperture Radar in Energy Efficient Application-Specific Logic-in-Memory
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1557-1560, 2012
  7. Qiuling Zhu, E. L. Turner, Christian Berger, Lawrence Pileggi and Franz Franchetti
    Application-Specific Logic-in-Memory for Polar Format Synthetic Aperture Radar
    Proc. High Performance Extreme Computing (HPEC), 2011

Manifolds 

  1. P. Oostema and Franz Franchetti
    Approximating Manifolds and Geodesics with Curved Surfaces
    Proc. High Performance Extreme Computing (HPEC), 2022

Matrix-vector code 

  1. J. Nguyen, Sanil Rao, J. Moreira and Franz Franchetti
    Automatic Generation of Matrix-Vector Code Using SPIRAL for the Power10 ISA
    Proc. IEEE High Performance Extreme Computing (HPEC), 2022

Medicine 

  1. Yoko Franchetti, Thomas Nolin and Franz Franchetti
    Towards Precision Medicine: Simulation Based Parameter Estimation for Drug Metabolism
    SIAM Conference on Computational Science and Engineering (CSE), 2019

Memory 

  1. Jiyuan Zhang, Franz Franchetti and Tze-Meng Low
    High Performance Zero-Memory Overhead Direct Convolutions
    Proc. International Conference on Machine Learning (ICML), 2018
  2. Jiyuan Zhang, Daniele G. Spampinato, S. McMillan and Franz Franchetti
    Preliminary Exploration on Large-Scale Triangle Counting in Shared-Memory Multicore System
    Proc. IEEE High Performance Extreme Computing (HPEC), 2018
  3. Berkin Akin, Franz Franchetti and James C. Hoe
    HAMLeT Architecture for Parallel Data Reorganization in Memory
    IEEE Micro, Vol. 36, No. 1, pp. 14-23, 2016
  4. Jiyuan Zhang, Tze-Meng Low, Qi Guo and Franz Franchetti
    A 3D-Stacked Memory Manycore Stencil Accelerator System
    Proc. Workshop on Near Data Processing (WONDP), 2015
  5. H. E. Sumbul, K. Vaidyanathan, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
    Proc. Design Automation Conference (DAC), 2015
  6. Berkin Akin, Franz Franchetti and James C. Hoe
    Data Reorganization in Memory Using 3D-stacked DRAM
    Proc. International Symposium on Computer Architectur (ISCA), 2015
  7. Qi Guo, Tze-Meng Low, N. Alachiotis, Berkin Akin, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    Enabling Portable Energy Efficiency with Memory Accelerated Library
    Proc. MICRO, 2015
  8. Tze-Meng Low, Qi Guo and Franz Franchetti
    Optimizing Space Time Adaptive Processing Through Accelerating Memory-Bounded Operations
    Proc. High Performance Extreme Computing (HPEC), 2015
  9. Qi Guo, N. Alachiotis, Berkin Akin, F. Sadi, G. Xu, Tze-Meng Low, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    3D-Stacked Memory-Side Acceleration: Accelerator and System Design
    Proc. Workshop on Near Data Processing (WONDP), 2014
  10. Berkin Akin, James C. Hoe and Franz Franchetti
    HAMLeT: Hardware Accelerated Memory Layout Transform within 3D-stacked DRAM
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014
  11. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  12. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  13. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012
  14. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2012
  15. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Merge parallelization 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019

Modeling 

  1. T. Ozturk, C. Stein, R. Pokharel, Thom Popovici, R. Suter, Franz Franchetti and Anthony Rollett
    Spectral Full-Field Deformation Modeling of Polycrystalline Materials
    submitted for publication
  2. T. Ozturk, C. Stein, R. Pokharel, Thom Popovici, Franz Franchetti, R. Suter and Anthony Rollett
    Performance Evaluation, Algorithm Optimization and Sensitivity Analysis of the Spectral Full-Field Deformation Modeling of Polycrystalline Materials
    submitted for publication

Monte Carlo 

  1. Tao Cui and Franz Franchetti
    A Quasi-Monte Carlo Approach for Radial Distribution System Probabilistic Load Flow
    Proc. IEEE Innovative Smart Grid Technology Conference, 2013
  2. Tao Cui and Franz Franchetti
    A Monte Carlo Framework for Probabilistic Distribution Power Flow
    Carnegie Mellon Conference on the Electricity Industry, 2011

Multibuffering 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009

Multicore Systems 

  1. Thom Popovici, Tze-Meng Low and Franz Franchetti
    Large Bandwidth-Efficient FFTs on Multicore and Multi-Socket Systems
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE, 2018
  2. Jiyuan Zhang, Daniele G. Spampinato, S. McMillan and Franz Franchetti
    Preliminary Exploration on Large-Scale Triangle Counting in Shared-Memory Multicore System
    Proc. IEEE High Performance Extreme Computing (HPEC), 2018
  3. Tao Cui and Franz Franchetti
    A Multi-Core High Performance Computing Framework for Probabilistic Solutions of Distribution Systems
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), pp. 1-6, 2012
  4. Tao Cui and Franz Franchetti
    Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
    Proc. IEEE High Performance Extreme Computing (HPEC), 2012
  5. Tao Cui and Franz Franchetti
    A Multi-core High Performance Computing Framework for Distribution Power Flow
    Proc. North American Power Symposium (NAPS), 2011

Multidimensional DFT 

  1. Thom Popovici, Martin Schatz, Franz Franchetti and Tze-Meng Low
    A Flexible Framework for Multi-Dimensional DFTs
    SIAM Journal on Scientific Computing (SISC), Software and High-Performance Computing, 2020
  2. Thom Popovici, Martin Schatz, Franz Franchetti and Tze-Meng Low
    A Flexible Framework for Parallel Multi-Dimensional DFTs
    arXiv (Technical Report), 2019

Multithreading 

  1. Christian Berger, Volodymyr Arbatov, Yevgen Voronenko, Franz Franchetti and Markus Püschel
    Real-Time Software Implementation of an IEEE 802.11a Baseband Receiver on Intel Multicore
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1693-1696 , 2011
  2. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Fast Fourier Transforms for the Cell Broadband Engine
    Proc. International Conference on Supercomputing (ICS), pp. 26-35, 2009
  3. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  4. Franz Franchetti and Markus Püschel
    Generating High-Performance Pruned FFT Implementations
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 549-552, 2009
  5. Daniel McFarlin, Franz Franchetti, José M. F. Moura and Markus Püschel
    High Performance Synthetic Aperture Radar Image Formation On Commodity Architectures
    Proc. SPIE Conference on Defense, Security, and Sensing, Proceedings of SPIE, Vol. 7337, pp. 733708, 2009
  6. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  7. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    FFT Program Generation for the Cell BE
    Proc. International Workshop on State-of-the-Art in Scientific and Parallel Computing (PARA), 2008
  8. Andreas Bonelli, Franz Franchetti, Juergen Lorenz, Markus Püschel and Christoph W. Ueberhuber
    Automatic Performance Optimization of the Discrete Fourier Transform on Distributed Memory Computers
    Proc. International Symposium on Parallel and Distributed Processing and Application (ISPA), Lecture Notes In Computer Science, Springer, Vol. 4330, pp. 818-832, 2006
  9. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    FFT Program Generation for Shared Memory: SMP and Multicore
    Proc. Supercomputing (SC), 2006

Multi-word integer 

  1. N. Zhang and Franz Franchetti
    Generating Number Theoretic Transforms for Multi-Word Integer Data Types
    Proc. International Symposium on Code Generation and Optimization (CGO), 2023

Next-generation open-source software 

  1. B. Van Straalen, P. Colella, Franz Franchetti and P. Broderick
    FFTX: Next-Generation Open-Source Software for Fast Fourier Transforms
    to appear in Proc. Exascale Computing Project Annual Meeting (ECPAM), 2023

NTT 

  1. D. Soni, N. Neda, N. Zhang, B. Reynwar, H. Gamil, B. Heyman, M. N. T. Moopan, A. Al Badawi, Y. Polyakov, K. Canida, M. Pedram, M. Maniatakos, D. B. Cousins, Franz Franchetti, M. French, A. G. Schmidt and B. Reagen
    RPU: The Ring Processing Unit
    Cryptology ePrint Archive, 2023

Number theoretic transforms 

  1. N. Zhang, A. Ebel, N. Neda, P. Brinich, B. Reynwar, A. G. Schmidt, M. Franusich, Jeremy Johnson, B. Reagen and Franz Franchetti
    Generating High-Performance Number Theoretic Transform Implementations for Vector Architectures
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023
  2. N. Zhang and Franz Franchetti
    Generating Number Theoretic Transforms for Multi-Word Integer Data Types
    Proc. International Symposium on Code Generation and Optimization (CGO), 2023
  3. P. Brinich, N. Zhang, A. Ebel, Franz Franchetti and Jeremy Johnson
    Twiddle Factor Generation for a Vectorized Number Theoretic Transform
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023

Numerical kernels we consider 

  1. Thom Popovici, Franz Franchetti and Tze-Meng Low
    Mixed Data Layout Kernels for Vectorized Complex Arithmetic
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017
  2. Daniel McFarlin, Franz Franchetti and Markus Püschel
    Automatic Generation of Vectorized Fast Fourier Transform Libraries for the Larrabee and AVX Instruction Set Extension
    Proc. High Performance Extreme Computing (HPEC), 2009
  3. Daniel McFarlin, Franz Franchetti, José M. F. Moura and Markus Püschel
    High Performance Synthetic Aperture Radar Image Formation On Commodity Architectures
    Proc. SPIE Conference on Defense, Security, and Sensing, Proceedings of SPIE, Vol. 7337, pp. 733708, 2009
  4. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009
  5. Sung-Chul Han, Franz Franchetti and Markus Püschel
    Program Generation for the All-Pairs Shortest Path Problem
    Proc. Parallel Architectures and Compilation Techniques (PACT), pp. 222-232, 2006
  6. Thammanit Pipatsrisawat, Aca Gacic, Franz Franchetti, Markus Püschel and José M. F. Moura
    Performance Analysis of the Filtered Backprojection Image Reconstruction Algorithms
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 5, pp. 153-156, 2005
  7. Markus Püschel, José M. F. Moura, Jeremy Johnson, David Padua, Manuela Veloso, Bryan Singer, Jianxin Xiong, Franz Franchetti, Aca Gacic, Yevgen Voronenko, Kang Chen, Robert W. Johnson and Nicholas Rizzolo
    SPIRAL: Code Generation for DSP Transforms
    Proceedings of the IEEE, special issue on ``Program Generation, Optimization, and Adaptation'', Vol. 93, No. 2, pp. 232- 275, 2005

Object detection 

  1. Vit Ruzicka and Franz Franchetti
    Fast and Accurate Object Detection in High Resolution 4K and 8K Video Using GPUs
    Proc. IEEE High Performance Extreme Computing (HPEC), 2018

Online decentralized charging 

  1. Q. Li, Tao Cui, Rohit Negi, Franz Franchetti and Marija Ilic
    On-line Decentralized Charging of Plug-In Electric Vehicles in Power Systems
    , 2010

Optimizing 

  1. D. Sun, N. Zhang and Franz Franchetti
    Optimization and Performance Analysis of Shor’s Algorithm in Qiskit
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023
  2. Scott Mionis, Franz Franchetti and J. Larkin
    Optimized Quantum Circuit Generation with SPIRAL
    Proc. High Performance Extreme Computing (HPEC), 2021
  3. Scott Mionis, Franz Franchetti and J. Larkin
    Quantum Circuit Optimization with SPIRAL: A First Look
    Proc. Supercomputing (SC), 2020
  4. F. Sadi, Lawrence Pileggi and Franz Franchetti
    Algorithm and Hardware Co-Optimized Solution for Large SpMV Problems
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017
  5. G. Xu, Tze-Meng Low, James C. Hoe and Franz Franchetti
    Optimizing FFT Resource Efficiency of FPGA using High-Level Synthesis
    High Performance Extreme Computing Conference (HPEC), 2017
  6. Richard Veras, Thom Popovici, Tze-Meng Low and Franz Franchetti
    Compilers, Hands-Off My Hands-On Optimizations
    Proc. Workshop on Programming Models for SIMD/Vector Programming (WPMVP), 2016
  7. Thom Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly and Franz Franchetti
    Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
    Proc. Workshop on Compilers for Parallel Computing (CPC), 2015
  8. Tze-Meng Low, Qi Guo and Franz Franchetti
    Optimizing Space Time Adaptive Processing Through Accelerating Memory-Bounded Operations
    Proc. High Performance Extreme Computing (HPEC), 2015
  9. T. Ozturk, Thom Popovici, C. Stein, R. Pokharel, Franz Franchetti and Anthony Rollett
    Fast Fourier Transform Based Mechanical Behavior Formulation: Optimized Implementation and Sensitivity Analysis of the Method
    Proc. Materials Science & Technology, 2014
  10. Berkin Akin, Franz Franchetti and James C. Hoe
    Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 248-255, 2014
  11. Tao Cui and Franz Franchetti
    Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
    Proc. High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013
  12. Martin Kong, Richard Veras, Kevin Stock, Franz Franchetti, Louis-Noël Pouchet and P. Sadayappan
    When Polyhedral Transformations Meet SIMD Code Generation
    Proc. Programming Languages Design and Implementation (PLDI), Vol. 48, pp. 127-138, 2013
  13. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
    ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA), 2012
  14. Tao Cui and Franz Franchetti
    Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
    Proc. IEEE High Performance Extreme Computing (HPEC), 2012

Parallel Backprojection 

  1. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  2. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  3. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Parallel distribution 

  1. Tao Cui and Franz Franchetti
    Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
    Proc. IEEE High Performance Extreme Computing (HPEC), 2012

Parallel platforms 

  1. W. Yu, Tsuhan Chen, Franz Franchetti and James C. Hoe
    High Performance Stereo Vision Designed for Massively Data Parallel Platforms
    IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 20, No. 11, pp. 1509-1519, 2010

Parallel processing 

  1. Thom Popovici, Martin Schatz, Franz Franchetti and Tze-Meng Low
    A Flexible Framework for Parallel Multi-Dimensional DFTs
    arXiv (Technical Report), 2019
  2. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Algorithm Design at Scale: Porting Parallel FFT-based Fortran Simulations to GPUs
    SIAM Conference on Computational Science and Engineering (CSE), 2019
  3. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale Parallel FFT-Based Simulations on Heterogeneous Platforms
    Proc. High Performance Extreme Computing (HPEC), 2018
  4. Berkin Akin, Franz Franchetti and James C. Hoe
    HAMLeT Architecture for Parallel Data Reorganization in Memory
    IEEE Micro, Vol. 36, No. 1, pp. 14-23, 2016
  5. Franz Franchetti and Markus Püschel
    Fast Fourier Transform
    in Encyclopedia of Parallel Computing, Eds. David Padua, Springer 2011
  6. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  7. Yevgen Voronenko, Volodymyr Arbatov, Christian Berger, Ronghui Peng, Markus Püschel and Franz Franchetti
    Computer Generation of Platform-Adapted Physical Layer Software
    Proc. Software Defined Radio (SDR), 2010
  8. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  9. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009
  10. Daniel McFarlin, Franz Franchetti, José M. F. Moura and Markus Püschel
    High Performance Synthetic Aperture Radar Image Formation On Commodity Architectures
    Proc. SPIE Conference on Defense, Security, and Sensing, Proceedings of SPIE, Vol. 7337, pp. 733708, 2009
  11. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009

Parameter estimation 

  1. Yoko Franchetti, Thomas Nolin and Franz Franchetti
    Towards Precision Medicine: Simulation Based Parameter Estimation for Drug Metabolism
    SIAM Conference on Computational Science and Engineering (CSE), 2019

Performance model 

  1. D. Sun, N. Zhang and Franz Franchetti
    Optimization and Performance Analysis of Shor’s Algorithm in Qiskit
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023
  2. Tao Cui and Franz Franchetti
    A Software Performance Engineering Aproach to Fast Transmission Probabilistic Load Flow
    IEEE PES General Meeting, 2013
  3. Daniel McFarlin, Franz Franchetti and Markus Püschel
    Automatic Generation of Vectorized Fast Fourier Transform Libraries for the Larrabee and AVX Instruction Set Extension
    Proc. High Performance Extreme Computing (HPEC), 2009

Performance portable 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023
  2. Franz Franchetti
    Performance Portable Short Vector Transforms
    PhD. thesis, Vienna University of Technology, 2003

Phasor 

  1. Q. Li, Tao Cui, Yang Weng, Rohit Negi, Franz Franchetti and Marija Ilic
    An Information-Theoretic Approach to PMU Placement in Electric Power Systems
    IEEE Transactions on Smart Grid, Vol. 4, No. 1, pp. 446-456, 2013

Polar format 

  1. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Polar Format Synthetic Aperture Radar in Energy Efficient Application-Specific Logic-in-Memory
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1557-1560, 2012
  2. Qiuling Zhu, E. L. Turner, Christian Berger, Lawrence Pileggi and Franz Franchetti
    Application-Specific Logic-in-Memory for Polar Format Synthetic Aperture Radar
    Proc. High Performance Extreme Computing (HPEC), 2011

Portability 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023
  2. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018
  3. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Highly Efficient Performance Portable Tracking of Evolving Surfaces
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 296-307, 2012
  4. W. Yu, Franz Franchetti, James C. Hoe, José M. F. Moura and Tsuhan Chen
    Performance Portable Tracking of Evolving Surfaces
    Proc. High Performance Extreme Computing (HPEC), 2011

Power10 ISA 

  1. J. Nguyen, Sanil Rao, J. Moreira and Franz Franchetti
    Automatic Generation of Matrix-Vector Code Using SPIRAL for the Power10 ISA
    Proc. IEEE High Performance Extreme Computing (HPEC), 2022

Power systems 

  1. Tao Cui and Franz Franchetti
    Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
    Proc. High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013
  2. Cory Thoma, Tao Cui and Franz Franchetti
    Privacy Preserving Smart Meter System Based Retail Level Electricity Market
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), 2013
  3. Tao Cui and Franz Franchetti
    A Multi-Core High Performance Computing Framework for Probabilistic Solutions of Distribution Systems
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), pp. 1-6, 2012

Privacy 

  1. Cory Thoma, Tao Cui and Franz Franchetti
    Privacy Preserving Smart Meter System Based Retail Level Electricity Market
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), 2013
  2. Cory Thoma, Tao Cui and Franz Franchetti
    Secure Multiparty Computation Based Privacy Preserving Smart Metering System
    Proc. North American Power Symposium (NAPS), pp. 1-6, 2012

Probabilistic Load Flow 

  1. Tao Cui and Franz Franchetti
    A Quasi-Monte Carlo Approach for Radial Distribution System Probabilistic Load Flow
    Proc. IEEE Innovative Smart Grid Technology Conference, 2013
  2. Tao Cui and Franz Franchetti
    A Software Performance Engineering Aproach to Fast Transmission Probabilistic Load Flow
    IEEE PES General Meeting, 2013
  3. Tao Cui and Franz Franchetti
    Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
    Proc. High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013
  4. Tao Cui and Franz Franchetti
    A Multi-Core High Performance Computing Framework for Probabilistic Solutions of Distribution Systems
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), pp. 1-6, 2012
  5. Tao Cui and Franz Franchetti
    A Monte Carlo Framework for Probabilistic Distribution Power Flow
    Carnegie Mellon Conference on the Electricity Industry, 2011
  6. Tao Cui and Franz Franchetti
    A Multi-core High Performance Computing Framework for Distribution Power Flow
    Proc. North American Power Symposium (NAPS), 2011

Program generation 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023
  2. Vadim Zaliva and Franz Franchetti
    HELIX: A Case Study of a Formal Verification of High Performance Program Generation
    Proc. Workshop on Functional High Performance Computing (FHPC), 2018

ProtoX 

  1. H. Mankad, Sanil Rao, P. Colella, B. Van Straalen and Franz Franchetti
    ProtoX: A First Look
    Proc. High Performance Extreme Computing (HPEC), 2022

Qiskit 

  1. D. Sun, N. Zhang and Franz Franchetti
    Optimization and Performance Analysis of Shor’s Algorithm in Qiskit
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023

Quadcopter 

  1. H. V. Koops, Kashish Garg, Munsung (Bill) Kim, Jonathan Li, Anja Volk and Franz Franchetti
    Prediction of Quadcopter State through Multi-Microphone Side-Channel Fusion
    Technical report UU-CS-2017-001, Dept. of Information and Computing Sciences, Utrecht University, 2017

Quantum 

  1. Scott Mionis, Franz Franchetti and J. Larkin
    Quantum Circuit Optimization with SPIRAL: A First Look
    Proc. Supercomputing (SC), 2020

Quantum circuit 

  1. Scott Mionis, Franz Franchetti and J. Larkin
    Quantum Circuit Optimization with SPIRAL: A First Look
    Proc. Supercomputing (SC), 2020

Quantum computing 

  1. Scott Mionis, Franz Franchetti and J. Larkin
    Optimized Quantum Circuit Generation with SPIRAL
    Proc. High Performance Extreme Computing (HPEC), 2021

Radial 

  1. Tao Cui and Franz Franchetti
    A Quasi-Monte Carlo Approach for Radial Distribution System Probabilistic Load Flow
    Proc. IEEE Innovative Smart Grid Technology Conference, 2013

Real time 

  1. W. Yu, Franz Franchetti, James C. Hoe, Y.-J. Chang and Tsuhan Chen
    Fast Bilateral Filtering By Adapting Block Size
    Proc. IEEE International Conference on Image Processing (ICIP), 2010

Ring Processing 

  1. D. Soni, N. Neda, N. Zhang, B. Reynwar, H. Gamil, B. Heyman, M. N. T. Moopan, A. Al Badawi, Y. Polyakov, K. Canida, M. Pedram, M. Maniatakos, D. B. Cousins, Franz Franchetti, M. French, A. G. Schmidt and B. Reagen
    RPU: The Ring Processing Unit
    Cryptology ePrint Archive, 2023

Robust contours 

  1. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Fast and Robust Active Contours for Image Segmentation
    Proc. IEEE International Conference on Image Processing (ICIP), 2010

RPU 

  1. D. Soni, N. Neda, N. Zhang, B. Reynwar, H. Gamil, B. Heyman, M. N. T. Moopan, A. Al Badawi, Y. Polyakov, K. Canida, M. Pedram, M. Maniatakos, D. B. Cousins, Franz Franchetti, M. French, A. G. Schmidt and B. Reagen
    RPU: The Ring Processing Unit
    Cryptology ePrint Archive, 2023

Scalable 

  1. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    A Framework for Low Communication Approaches for Large Scale 3D Convolution
    Proc. International Conference on Parallel Processing (ICPP), 2022
  2. N. Kitai, Daisuke Takahashi, Franz Franchetti, T. Katagiri, S. Ohshima and T. Nagai
    An Auto-tuning with Adaptation of A64 Scalable Vector Extension for SPIRAL
    Proc. International Workshop on Automatic Performance Tuning (iWAPT), 2021
  3. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Massive Scaling of MASSIF: Algorithm Development and Analysis for Simulation on GPUs
    Proc. Platform for Advanced Scientific Computing (PASC), Article 13, pp. 1 - 10, 2020
  4. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019
  5. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018

Scale-free 

  1. Richard Veras and Franz Franchetti
    A Scale-free Structure for Real World Networks
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017

Security 

  1. D. B. Cousins, Y. Polyakov, A. Al Badawi, M. French, A. G. Schmidt, A. Jacob, B. Reynwar, K. Canida, A. Jaiswal, C. Mathew, H. Gamil, N. Neda, D. Soni, M. Maniatakos, B. Reagen, N. Zhang, Franz Franchetti, P. Brinich, Jeremy Johnson, P. Broderick, M. Franusich, B. Zhang, Z. Cheng and M. Pedram
    TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation
    arXiv, 2023
  2. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014
  3. Cory Thoma, Tao Cui and Franz Franchetti
    Privacy Preserving Smart Meter System Based Retail Level Electricity Market
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), 2013
  4. Cory Thoma, Tao Cui and Franz Franchetti
    Secure Multiparty Computation Based Privacy Preserving Smart Metering System
    Proc. North American Power Symposium (NAPS), pp. 1-6, 2012

Set intersection 

  1. Jiyuan Zhang, Yi Lu, Daniele G. Spampinato and Franz Franchetti
    FESIA: A Fast and Efficient Set Intersection Approach on Modern CPUs
    Proc. IEEE International Conference on Data Engineering (ICDE), 2020
  2. Jiyuan Zhang, Daniele G. Spampinato and Franz Franchetti
    FESIA: A Fast and SIMD-Efficient Set Intersection Approach on Modern CPUs
    North East Database Day (NEDB), 2020, Poster

Shor's algorithm 

  1. D. Sun, N. Zhang and Franz Franchetti
    Optimization and Performance Analysis of Shor’s Algorithm in Qiskit
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023

Short vector 

  1. Tom Henretty, Richard Veras, Franz Franchetti, Louis-Noël Pouchet, J. Ramanujam and P. Sadayappan
    A Stencil Compiler for Short-Vector SIMD Architectures
    Proc. ACM International Conference on Supercomputing , pp. 13-24, 2013
  2. Franz Franchetti
    Performance Portable Short Vector Transforms
    PhD. thesis, Vienna University of Technology, 2003
  3. Franz Franchetti
    Short Vector FFTs
    Master thesis, Vienna University of Technology, 2000

SIMD vectorization 

  1. Jiyuan Zhang, Daniele G. Spampinato and Franz Franchetti
    FESIA: A Fast and SIMD-Efficient Set Intersection Approach on Modern CPUs
    North East Database Day (NEDB), 2020, Poster
  2. Tom Henretty, Richard Veras, Franz Franchetti, Louis-Noël Pouchet, J. Ramanujam and P. Sadayappan
    A Stencil Compiler for Short-Vector SIMD Architectures
    Proc. ACM International Conference on Supercomputing , pp. 13-24, 2013
  3. Tao Cui and Franz Franchetti
    Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
    Proc. High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013
  4. Martin Kong, Richard Veras, Kevin Stock, Franz Franchetti, Louis-Noël Pouchet and P. Sadayappan
    When Polyhedral Transformations Meet SIMD Code Generation
    Proc. Programming Languages Design and Implementation (PLDI), Vol. 48, pp. 127-138, 2013
  5. Daniel McFarlin, Volodymyr Arbatov, Franz Franchetti and Markus Püschel
    Automatic SIMD Vectorization of Fast Fourier Transforms for the Larrabee and AVX Instruction Sets
    Proc. International Conference on Supercomputing (ICS), 2011
  6. Tom Henretty, Kevin Stock, Louis-Noël Pouchet, Franz Franchetti, J. Ramanujam and P. Sadayappan
    Data Layout Transformation for Stencil Computations on Short SIMD Architectures
    Proc. International Conference on Compiler Construction (CC), 2011
  7. Franz Franchetti and Markus Püschel
    Fast Fourier Transform
    in Encyclopedia of Parallel Computing, Eds. David Padua, Springer 2011
  8. Christian Berger, Volodymyr Arbatov, Yevgen Voronenko, Franz Franchetti and Markus Püschel
    Real-Time Software Implementation of an IEEE 802.11a Baseband Receiver on Intel Multicore
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1693-1696 , 2011
  9. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  10. Yevgen Voronenko, Volodymyr Arbatov, Christian Berger, Ronghui Peng, Markus Püschel and Franz Franchetti
    Computer Generation of Platform-Adapted Physical Layer Software
    Proc. Software Defined Radio (SDR), 2010
  11. Daniel McFarlin, Franz Franchetti and Markus Püschel
    Automatic Generation of Vectorized Fast Fourier Transform Libraries for the Larrabee and AVX Instruction Set Extension
    Proc. High Performance Extreme Computing (HPEC), 2009
  12. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  13. Franz Franchetti and Markus Püschel
    Generating High-Performance Pruned FFT Implementations
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 549-552, 2009
  14. Daniel McFarlin, Franz Franchetti, José M. F. Moura and Markus Püschel
    High Performance Synthetic Aperture Radar Image Formation On Commodity Architectures
    Proc. SPIE Conference on Defense, Security, and Sensing, Proceedings of SPIE, Vol. 7337, pp. 733708, 2009
  15. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009
  16. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  17. Franz Franchetti and Markus Püschel
    Generating SIMD Vectorized Permutations
    Proc. International Conference on Compiler Construction (CC), Lecture Notes in Computer Science, Springer, Vol. 4959, pp. 116-131, 2008
  18. Franz Franchetti and Markus Püschel
    SIMD Vectorization of Non-Two-Power Sized FFTs
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. II-17-II-20, 2007
  19. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    A Rewriting System for the Vectorization of Signal Transforms
    Proc. High Performance Computing for Computational Science (VECPAR), Lecture Notes in Computer Science, Springer, Vol. 4395, pp. 363-377, 2006
  20. Sung-Chul Han, Franz Franchetti and Markus Püschel
    Program Generation for the All-Pairs Shortest Path Problem
    Proc. Parallel Architectures and Compilation Techniques (PACT), pp. 222-232, 2006
  21. Franz Franchetti, Stefan Kral, Juergen Lorenz and Christoph W. Ueberhuber
    Efficient Utilization of SIMD Extensions
    Proceedings of the IEEE, special issue on ``Program Generation, Optimization, and Adaptation'', Vol. 93, No. 2, pp. 409-425, 2005
  22. Franz Franchetti and Markus Püschel
    Short Vector Code Generation and Adaptation for DSP Algorithms
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. 537-540, 2003
  23. Franz Franchetti and Markus Püschel
    Short Vector Code Generation for the Discrete Fourier Transform
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2003
  24. Stefan Kral, Franz Franchetti, Juergen Lorenz and Christoph W. Ueberhuber
    SIMD Vectorization of Straight Line Code
    Proc. Euro-Par Conference on Parallel and Distributed Computing, LNCS 2985, pp. 251-260, 2003
  25. Franz Franchetti and Markus Püschel
    A SIMD Vectorizing Compiler for Digital Signal Processing Algorithms
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 20-26, 2002

Simulation 

  1. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    A Framework for Low Communication Approaches for Large Scale 3D Convolution
    Proc. International Conference on Parallel Processing (ICPP), 2022
  2. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Massive Scaling of MASSIF: Algorithm Development and Analysis for Simulation on GPUs
    Proc. Platform for Advanced Scientific Computing (PASC), Article 13, pp. 1 - 10, 2020
  3. Anuva Kulkarni, Jelena Kovacevic and Franz Franchetti
    Algorithm Design at Scale: Porting Parallel FFT-based Fortran Simulations to GPUs
    SIAM Conference on Computational Science and Engineering (CSE), 2019
  4. Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
    Design and Specification of Large-scale Simulations for GPUs using FFTX
    Supercomputing, 2019
  5. Yoko Franchetti, Thomas Nolin and Franz Franchetti
    Towards Precision Medicine: Simulation Based Parameter Estimation for Drug Metabolism
    SIAM Conference on Computational Science and Engineering (CSE), 2019
  6. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
    , 2018
  7. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
    Algorithm Design for Large Scale Parallel FFT-Based Simulations on Heterogeneous Platforms
    Proc. High Performance Extreme Computing (HPEC), 2018
  8. Qi Guo, Tianshi Chen, Y. Chen and Franz Franchetti
    Accelerating Architectural Simulation Via Statistical Techniques: A Survey
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 35, No. 3, pp. 433-446, 2016
  9. Tao Cui and Franz Franchetti
    A Quasi-Monte Carlo Approach for Radial Distribution System Probabilistic Load Flow
    Proc. IEEE Innovative Smart Grid Technology Conference, 2013
  10. Tao Cui and Franz Franchetti
    Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
    Proc. High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013

Smart grid 

  1. Q. Li, Tao Cui, Yang Weng, Rohit Negi, Franz Franchetti and Marija Ilic
    An Information-Theoretic Approach to PMU Placement in Electric Power Systems
    IEEE Transactions on Smart Grid, Vol. 4, No. 1, pp. 446-456, 2013
  2. Tao Cui and Franz Franchetti
    A Software Performance Engineering Aproach to Fast Transmission Probabilistic Load Flow
    IEEE PES General Meeting, 2013
  3. Tao Cui and Franz Franchetti
    Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
    Proc. High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013
  4. Cory Thoma, Tao Cui and Franz Franchetti
    Privacy Preserving Smart Meter System Based Retail Level Electricity Market
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), 2013

Smart Metering 

  1. Cory Thoma, Tao Cui and Franz Franchetti
    Privacy Preserving Smart Meter System Based Retail Level Electricity Market
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), 2013
  2. Cory Thoma, Tao Cui and Franz Franchetti
    Secure Multiparty Computation Based Privacy Preserving Smart Metering System
    Proc. North American Power Symposium (NAPS), pp. 1-6, 2012

Software defined radio (SDR) 

  1. Christian Berger, Volodymyr Arbatov, Yevgen Voronenko, Franz Franchetti and Markus Püschel
    Real-Time Software Implementation of an IEEE 802.11a Baseband Receiver on Intel Multicore
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1693-1696 , 2011
  2. Yevgen Voronenko, Volodymyr Arbatov, Christian Berger, Ronghui Peng, Markus Püschel and Franz Franchetti
    Computer Generation of Platform-Adapted Physical Layer Software
    Proc. Software Defined Radio (SDR), 2010

Sparse matrices 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019

Spatial graph embedding 

  1. P. Oostema and Franz Franchetti
    Leveraging High Dimensional Spatial Graph Embedding as a Heuristic for Graph Algorithms
    Proc. IEEE Workshop on Parallel / Distributed Combinatorics and Optimization (PDCO), 2021

SpectralPACK 

  1. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solver Libraries for Exascale: FFTX and SpectralPack
    Exascale Computing Project (ECP) Annual Meeting, 2020, Poster
  2. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solvers for Exascale: FFTX and SpectralPACK
    Exascale Computing Project (ECP) Annual Meeting, 2019

SPIRAL 

  1. Sanil Rao, M. A. H. Monil, H. Mankad, J. Vetter and Franz Franchetti
    FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
    Proc. Supercomputing (SC), 2023
  2. N. Kitai, Daisuke Takahashi, Franz Franchetti, T. Katagiri, S. Ohshima and T. Nagai
    Adaptation of A64 Scalable Vector Extension for Spiral
    Proc. High Performance Computing Conference (HPCC), Japan, 2021
  3. N. Kitai, Daisuke Takahashi, Franz Franchetti, T. Katagiri, S. Ohshima and T. Nagai
    An Auto-tuning with Adaptation of A64 Scalable Vector Extension for SPIRAL
    Proc. International Workshop on Automatic Performance Tuning (iWAPT), 2021
  4. Scott Mionis, Franz Franchetti and J. Larkin
    Optimized Quantum Circuit Generation with SPIRAL
    Proc. High Performance Extreme Computing (HPEC), 2021
  5. Daisuke Takahashi and Franz Franchetti
    FFTE on SVE: SPIRAL-Generated Kernels
    Proc. International Conference on High Performance Computing in Asia-Pacific Region (HPCAsia), pp. 114-122, 2020
  6. Scott Mionis, Franz Franchetti and J. Larkin
    Quantum Circuit Optimization with SPIRAL: A First Look
    Proc. Supercomputing (SC), 2020
  7. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solvers for Exascale: FFTX and SpectralPACK
    Exascale Computing Project (ECP) Annual Meeting, 2019
  8. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018
  9. Matthias Bolten, Franz Franchetti, P. H. J. Kelly, Christian Lengauer and Marcus Mohr
    Algebraic Description and Automatic Generation of Multigrid Methods in SPIRAL
    Concurrency and Computation: Practice and Experience, 2017
  10. Franz Franchetti, Tze-Meng Low, Stefan Mitsch, Juan Pablo Mendoza, Liangyan Gui, Amarin Phaosawasdi, David Padua, Soummya Kar, José M. F. Moura, M. Franusich, Jeremy Johnson, Andre' Platzer and Manuela Veloso
    High-Assurance SPIRAL: End-to-End Guarantees for Robot and Car Control
    IEEE Control Systems Magazine, 2017
  11. Thom Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly and Franz Franchetti
    Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
    Proc. Workshop on Compilers for Parallel Computing (CPC), 2015
  12. Lingchuan Meng, Jeremy Johnson, Franz Franchetti, Yevgen Voronenko, Marc Moreno Maza and Yuzhen Xie
    Spiral-Generated Modular FFT Algorithms
    Proc. Parallel Symbolic Computation (PASCO), pp. 169-170, 2010

Spiral overview paper 

  1. Franz Franchetti, Aliaksei Sandryhaila and Jeremy Johnson
    High Assurance SPIRAL
    Proc. SPIE, Proceedings of SPIE 2014, 2014
  2. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  3. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  4. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009
  5. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  6. Yevgen Voronenko, Franz Franchetti, Frédéric de Mesmay and Markus Püschel
    Generating High-Performance General Size Linear Transform Libraries Using Spiral
    Proc. High Performance Extreme Computing (HPEC), 2008
  7. Franz Franchetti, Daniel McFarlin, Frédéric de Mesmay, Hao Shen, Tomasz Wiktor Włodarczyk, Srinivas Chellappa, Marek Telgarsky, Peter A. Milder, Yevgen Voronenko, Qian Yu, James C. Hoe, José M. F. Moura and Markus Püschel
    Program Generation with Spiral: Beyond Transforms
    Proc. High Performance Extreme Computing (HPEC), 2008
  8. Markus Püschel, José M. F. Moura, Jeremy Johnson, David Padua, Manuela Veloso, Bryan Singer, Jianxin Xiong, Franz Franchetti, Aca Gacic, Yevgen Voronenko, Kang Chen, Robert W. Johnson and Nicholas Rizzolo
    SPIRAL: Code Generation for DSP Transforms
    Proceedings of the IEEE, special issue on ``Program Generation, Optimization, and Adaptation'', Vol. 93, No. 2, pp. 232- 275, 2005

SPIRAL program generation system for transforms 

  1. Thom Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly and Franz Franchetti
    Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2015
  2. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  3. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Fast Fourier Transforms for the Cell Broadband Engine
    Proc. International Conference on Supercomputing (ICS), pp. 26-35, 2009
  4. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  5. Franz Franchetti and Markus Püschel
    Generating High-Performance Pruned FFT Implementations
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 549-552, 2009
  6. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  7. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    FFT Program Generation for the Cell BE
    Proc. International Workshop on State-of-the-Art in Scientific and Parallel Computing (PARA), 2008
  8. Franz Franchetti and Markus Püschel
    Generating SIMD Vectorized Permutations
    Proc. International Conference on Compiler Construction (CC), Lecture Notes in Computer Science, Springer, Vol. 4959, pp. 116-131, 2008
  9. Paolo D'Alberto, Markus Püschel and Franz Franchetti
    Performance/Energy Optimization of DSP Transforms on the XScale Processor
    Proc. International Conference on High Performance Embedded Architectures and Compilers (HiPEAC), Lecture Notes in Computer Science, Springer, Vol. 4367, pp. 201-214, 2007
  10. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    A Rewriting System for the Vectorization of Signal Transforms
    Proc. High Performance Computing for Computational Science (VECPAR), Lecture Notes in Computer Science, Springer, Vol. 4395, pp. 363-377, 2006
  11. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    FFT Program Generation for Shared Memory: SMP and Multicore
    Proc. Supercomputing (SC), 2006
  12. Franz Franchetti, Andreas Bonelli, Ekapol Chuangsuwanich, Yu-Chiang Lee, Juergen Lorenz, Thomas Peter, Hao Shen, Marek Telgarsky, Yevgen Voronenko, Markus Püschel, José M. F. Moura and Christoph W. Ueberhuber
    Parallelism in Spiral
    Proc. Workshop on Programming Models for Ubiquitous Parallelism (PMUP), 2006
  13. Markus Püschel, José M. F. Moura, Jeremy Johnson, David Padua, Manuela Veloso, Bryan Singer, Jianxin Xiong, Franz Franchetti, Aca Gacic, Yevgen Voronenko, Kang Chen, Robert W. Johnson and Nicholas Rizzolo
    SPIRAL: Code Generation for DSP Transforms
    Proceedings of the IEEE, special issue on ``Program Generation, Optimization, and Adaptation'', Vol. 93, No. 2, pp. 232- 275, 2005
  14. Franz Franchetti, Markus Püschel, José M. F. Moura and Christoph W. Ueberhuber
    Short Vector SIMD Code Generation for DSP Algorithms
    Proc. High Performance Extreme Computing (HPEC), 2002

SPL compiler: Translating math into code 

  1. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  2. Franz Franchetti and Markus Püschel
    Generating SIMD Vectorized Permutations
    Proc. International Conference on Compiler Construction (CC), Lecture Notes in Computer Science, Springer, Vol. 4959, pp. 116-131, 2008
  3. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    FFT Compiler: From Math to Efficient Hardware
    Proc. IEEE International High Level Design Validation and Test Workshop (HLDVT), 2007
  4. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Formal Loop Merging for Signal Transforms
    Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326 , 2005
  5. Franz Franchetti and Markus Püschel
    Short Vector Code Generation and Adaptation for DSP Algorithms
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. 537-540, 2003
  6. Franz Franchetti and Markus Püschel
    A SIMD Vectorizing Compiler for Digital Signal Processing Algorithms
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 20-26, 2002

Split fabrication 

  1. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014
  2. H. E. Sumbul, A. Patterson, A. Tazzoli, G. Feeder, Franz Franchetti, G. Piazza and Lawrence Pileggi
    Trusted Split-Fabrication System-on-Chip Design Technology and Methodology
    Proc. Government Applications & Critical Technology Conference (GOMACTech), 2013

SpMV 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019
  2. F. Sadi, Joe Sweeney, S. McMillan, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
    Proc. High Performance Extreme Computing (HPEC), 2018

SpMV Operation 

  1. F. Sadi, Joe Sweeney, Tze-Meng Low, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
    Proc. MICRO, 2019

State prediction 

  1. H. V. Koops, Kashish Garg, Munsung (Bill) Kim, Jonathan Li, Anja Volk and Franz Franchetti
    Multirotor UAV State Prediction Through Multi-microphone Side-channel Fusion
    Proc. Multisensor Fusion and Integration for Intelligent Systems (MFI), IEEE, pp. 15-21, 2017

Statistics 

  1. Qi Guo, Tianshi Chen, Y. Chen and Franz Franchetti
    Accelerating Architectural Simulation Via Statistical Techniques: A Survey
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 35, No. 3, pp. 433-446, 2016

Stencil computations 

  1. Tom Henretty, Kevin Stock, Louis-Noël Pouchet, Franz Franchetti, J. Ramanujam and P. Sadayappan
    Data Layout Transformation for Stencil Computations on Short SIMD Architectures
    Proc. International Conference on Compiler Construction (CC), 2011

Stereo vision 

  1. W. Yu, Tsuhan Chen, Franz Franchetti and James C. Hoe
    High Performance Stereo Vision Designed for Massively Data Parallel Platforms
    IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), Vol. 20, No. 11, pp. 1509-1519, 2010

Stress-strain analysis 

  1. Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
    FFTX for Micromechanical Stress-Strain Analysis
    IEEE High Performance Extreme Computing Conference (HPEC), 2019

Submodular functions 

  1. Q. Li, Tao Cui, Yang Weng, Rohit Negi, Franz Franchetti and Marija Ilic
    An Information-Theoretic Approach to PMU Placement in Electric Power Systems
    IEEE Transactions on Smart Grid, Vol. 4, No. 1, pp. 446-456, 2013

Synthesis 

  1. G. Xu, Tze-Meng Low, James C. Hoe and Franz Franchetti
    Optimizing FFT Resource Efficiency of FPGA using High-Level Synthesis
    High Performance Extreme Computing Conference (HPEC), 2017
  2. H. E. Sumbul, K. Vaidyanathan, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
    Proc. Design Automation Conference (DAC), 2015
  3. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012

Synthetic aperture radar 

  1. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Local Interpolation-based Polar Format SAR: Algorithm, Hardware Implementation and Design Automation
    Journal of Signal Processing Systems, 2012
  2. Qiuling Zhu, Christian Berger, E. L. Turner, Lawrence Pileggi and Franz Franchetti
    Polar Format Synthetic Aperture Radar in Energy Efficient Application-Specific Logic-in-Memory
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1557-1560, 2012
  3. Qiuling Zhu, E. L. Turner, Christian Berger, Lawrence Pileggi and Franz Franchetti
    Application-Specific Logic-in-Memory for Polar Format Synthetic Aperture Radar
    Proc. High Performance Extreme Computing (HPEC), 2011

System-on-chip 

  1. H. E. Sumbul, A. Patterson, A. Tazzoli, G. Feeder, Franz Franchetti, G. Piazza and Lawrence Pileggi
    Trusted Split-Fabrication System-on-Chip Design Technology and Methodology
    Proc. Government Applications & Critical Technology Conference (GOMACTech), 2013

Tomography 

  1. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in From Algorithms to Circuits and System-on-Chip Design (VLSI-SoC 2012), Eds. A. Berg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis, pp. 21-44, Springer, Berlin, Heidelberg 2013
  2. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
    Proc. IFIP/IEEE Internationa Conference on Very Large Scale Integration, pp. 111-116, 2012
  3. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

Transform 

  1. Berkin Akin, James C. Hoe and Franz Franchetti
    HAMLeT: Hardware Accelerated Memory Layout Transform within 3D-stacked DRAM
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014
  2. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Automatic Linear Transform Program Generation for the Cell BE
    Proc. Supercomputing (SC), 2008, Poster (Abstract reviewed)
  3. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Loop Merging for Signal Transforms
    Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326, 2005
  4. Franz Franchetti
    Performance Portable Short Vector Transforms
    PhD. thesis, Vienna University of Technology, 2003

Triangle counting 

  1. Jiyuan Zhang, Daniele G. Spampinato, S. McMillan and Franz Franchetti
    Preliminary Exploration on Large-Scale Triangle Counting in Shared-Memory Multicore System
    Proc. IEEE High Performance Extreme Computing (HPEC), 2018

Tutorial 

  1. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
  2. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    How To Write Fast Numerical Code: A Small Introduction
    Proc. Summer School on Generative and Transformational Techniques in Software Engineering (GTTSE), Lecture Notes in Computer Science, Springer, Vol. 5235, pp. 196-259, 2008

Twiddle factor generation 

  1. P. Brinich, N. Zhang, A. Ebel, Franz Franchetti and Jeremy Johnson
    Twiddle Factor Generation for a Vectorized Number Theoretic Transform
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023

Vector 

  1. N. Zhang, A. Ebel, N. Neda, P. Brinich, B. Reynwar, A. G. Schmidt, M. Franusich, Jeremy Johnson, B. Reagen and Franz Franchetti
    Generating High-Performance Number Theoretic Transform Implementations for Vector Architectures
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023
  2. P. Brinich, N. Zhang, A. Ebel, Franz Franchetti and Jeremy Johnson
    Twiddle Factor Generation for a Vectorized Number Theoretic Transform
    Proc. IEEE High Performance Extreme Computing (HPEC), 2023

Verification 

  1. Vadim Zaliva, Ilia Zaichuk and Franz Franchetti
    Verified Translation Between Purely Functional and Imperative Domain Specific Languages in HELIX
    Proc. Working Conference on Verified Software: Theories, Tools, and Experiments (VSTTE), 2020

Walsh-Hadamard transform 

  1. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008

(No keyword) 

  1. Richard Veras, Tze-Meng Low and Franz Franchetti
    A Scale-Free Structure for Power-Law Graphs
    Proc. High Performance Extreme Computing (HPEC), pp. 1-7, 2016
  2. H. V. Koops and Franz Franchetti
    An Ensemble Technique for Estimating Vehicle Speed and Gear Position from Acoustic Data
    Proc. International Conference on Digital Signal Processing (DSP), 2015
  3. Vadim Zaliva and Franz Franchetti
    Barometric and GPS Altitude Sensor Fusion
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014
  4. Frédéric de Mesmay, Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Automatic Generation of Multithreaded Vectorized Adaptive Libraries for Matrix Multiplication
    Proc. International Workshop on Parallel Matrix Algorithms and Applications (PMAA), 2008
  5. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Fast Fourier Transform on FPGA: Design Choices and Evaluation
    Proc. International Symposium on Field-Programmable Gate Arrays (FPGA), 2007
  6. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Spiral: Generating Signal Processing Kernels for New Commodity Architectures
    Proc. EDGE Workshop, pp. D49-D50, 2006
  7. T. Fahringer, Franz Franchetti, M. Geissler, G. Madsen, H. Moritsch and R. Prodan
    On Using ZENTURIO for Performance and Parameter Studies on Clusters and Grids
    Proc. Euromicro Conference on Parallel Distributed and Network-based Processing (Euro PDP), pp. 185-192, 2003
  8. Franz Franchetti
    Top Performance in Signal Processing
    Proc. International Workshop on Numerical and Symbolic Scientific Computing, 2003
Publication interface designed and implemented by Patra Pantupat, Aliaksei Sandryhaila, and Markus Püschel
Electrical and Computer Engineering, Carnegie Mellon University, 2007