Publications

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Corresponding bibtex list 

2024 

Conference (fully reviewed) 

1. E. Tang, James C. Hoe and Franz Franchetti
   Magic Memory: A Memory-Centric Declarative Programming Paradigm to Enable High Productivity on Heterogeneous Systems
   Proc. SRC TECHCON, 2024
   

Conference (abstract reviewed) 

1. L. Tang, S. Chen, K. Harisrikanth, G. Xu, Franz Franchetti and K. Mai
   A 1.19GHz 9.52Gsamples/sec Radix-8 FFT Hardware Accelerator in 28nm
   Proc. Hot Chips Symposium (HCS), 2024
   
2. S. Fu, N. Zhang and Franz Franchetti
   Accelerating High-Precision Number Theoretic Transforms using Intel AVX-512
   Proc. Parallel Architectures and Compilation Techniques (PACT), 2024
   
3. T. Zhang, E. Tang, F. Siddique, K. Skadron and Franz Franchetti
   Towards an End-to-End Processing-in-DRAM Acceleration of Spectral Library Search
   Proc. High Performance Extreme Computing (HPEC), 2024
   
4. Y. Eum, N. Zhang, L. Tang and Franz Franchetti
   Towards a RISC-V Instruction Set Extension for Multi-word Arithmetic
   Proc. High Performance Extreme Computing (HPEC), 2024
   
5. Sanil Rao, A. Prakash and Franz Franchetti
   Towards LibraryX: A Framework for Cross-Library Call Optimization
   Proc. High Performance Extreme Computing (HPEC), 2024
   

2023 

Conference (fully reviewed) 

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. 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
   
4. 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
   

Conference (abstract reviewed) 

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
   
2. D. Soni, N. Neda, N. Zhang, B. Reynwar, B. Heyman, M. Nabeel, 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
   Proc. IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 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
   

Thesis 

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
   

Other 

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
   

2022 

Conference (fully reviewed) 

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. 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
   

Conference (abstract reviewed) 

1. P. Oostema and Franz Franchetti
   Approximating Manifolds and Geodesics with Curved Surfaces
   Proc. High Performance Extreme Computing (HPEC), 2022
   
2. 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
   
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. E. Tang and Franz Franchetti
   Magic Memory: A Programming Model For Big Data Analytics
   Proc. High Performance Extreme Computing (HPEC), 2022
   
6. P. Oostema and Franz Franchetti
   On Manifold Graph Embedding
   Proc. High Performance Extreme Computing (HPEC), 2022
   
7. H. Mankad, Sanil Rao, P. Colella, B. Van Straalen and Franz Franchetti
   ProtoX: A First Look
   Proc. High Performance Extreme Computing (HPEC), 2022
   
8. 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
   

2021 

Conference (fully reviewed) 

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
   
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. 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
   
4. Mark Blanco, S. McMillan and Tze-Meng Low
   Delayed Asynchronous Iterative Graph Algorithms
   Proc. High Performance Extreme Computing (HPEC), 2021
   
5. 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
   
6. Yannick Zakowski, Calvin Beck, Irene Yoon, Ilia Zaichuk, Vadim Zaliva and Steve Zdancewic
   Modular, Compositional, and Executable Formal Semantics for LLVMIR
   Proc. International Conference on Functional Programming (ICFP), 2021
   
7. Scott Mionis, Franz Franchetti and J. Larkin
   Optimized Quantum Circuit Generation with SPIRAL
   Proc. High Performance Extreme Computing (HPEC), 2021
   

2020 

Journal 

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
   

Conference (fully reviewed) 

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. 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
   
3. Sanil Rao, A. Kutuluru, Paul Brouwer, S. McMillan and Franz Franchetti
   GBTLX: A First Look
   Proc. IEEE High Performance Extreme Computing (HPEC), 2020
   
4. 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
   
5. Scott Mionis, Franz Franchetti and J. Larkin
   Quantum Circuit Optimization with SPIRAL: A First Look
   Proc. Supercomputing (SC), 2020
   
6. Mark Blanco, S. McMillan and Tze-Meng Low
   Towards an Objective Metric for the Performance of Exact Triangle Count
   Proc. High Performance Extreme Computing (HPEC), 2020
   
7. 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
   

Thesis 

1. Jiyuan Zhang
   Accelerating the Motifs of Machine Learning Applications on Modern Processors
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2020
   
2. Anuva Kulkarni
   An Approach for Large-Scale Three-Dimensional FFT-Based Approximate Convolutions on GPUs
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2020
   
3. Vadim Zaliva
   HELIX: From Math to Verified Code
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2020
   

Other 

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. 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
   

2019 

Conference (fully reviewed) 

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. Mark Blanco, Tze-Meng Low and Kyungjoo Kim
   Exploration of Fine-Grained Parallelism for Load Balancing Eager K-truss on GPU and CPU
   Proc. High Performance Extreme Computing (HPEC), 2019
   
3. Vadim Zaliva and Matthieu Sozeau
   Reification of Shallow-Embedded DSLs in Coq with Automated Verification
   Proc. International Workshop on Coq for Programming Languages (CoqPL), 2019
   

Other 

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, Daniele G. Spampinato and Franz Franchetti
   Design and Specification of Large-scale Simulations for GPUs using FFTX
   Supercomputing, 2019
   
4. 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
   
5. Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
   FFTX for Micromechanical Stress-Strain Analysis
   IEEE High Performance Extreme Computing Conference (HPEC), 2019
   
6. 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
   

2018 

Journal 

1. 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
   

Conference (fully reviewed) 

1. 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
   
2. 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
   
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. 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
   
5. Jiyuan Zhang, Franz Franchetti and Tze-Meng Low
   High Performance Zero-Memory Overhead Direct Convolutions
   Proc. International Conference on Machine Learning (ICML), 2018
   
6. 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
   
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. 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
   
9. 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
   
10. Daniele G. Spampinato, Diego Fabregat-Traver, Paolo Bientinesi and Markus Püschel
    Program Generation for Small-Scale Linear Algebra Applications
    Proc. International Symposium on Code Generation and Optimization (CGO), pp. 327-339, 2018
    

Thesis 

1. F. Sadi
   Accelerating Sparse Matrix Kernels with Co-optimized Architecture
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2018
   
2. Thom Popovici
   An Approach to Specifying and Automatically Optimizing Fourier Transform Based Operations
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2018
   

Other 

1. Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
   Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
   , 2018
   

2017 

Journal 

1. 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
   
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
   

Conference (fully reviewed) 

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. 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. 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
   
4. 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
   
5. 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
   
6. 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
   
7. Georg Ofenbeck, Tiark Rompf and Markus Püschel
   Staging for Generic Programming in Space and Time
   Proc. International Conference on Generative Programming: Concepts & Experiences (GPCE), pp. 15-28, 2017
   

Thesis 

1. Daniele G. Spampinato
   A Linear Algebra Compiler for Small Problem Sizes
   PhD. thesis, Computer Science, ETH Zurich, Switzerland, 2017
   
2. Richard Veras
   The Automatic Generation of High-Performance Graph Analytic Code using Spiral
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2017
   

Other 

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. 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
   

2016 

Journal 

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
   
2. Marcela Zuluaga, Andreas Krause and Markus Püschel
   e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem
   Journal of Machine Learning Research, Vol. 17, No. 104, pp. 1-32, 2016
   
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. Marcela Zuluaga, Peter A. Milder and Markus Püschel
   Streaming Sorting Networks
   ACM Transactions on Design Automation of Electronic Systems, Vol. 21, No. 4, pp. 55, 2016
   

Conference (fully reviewed) 

1. Daniele G. Spampinato and Markus Püschel
   A Basic Linear Algebra Compiler for Structured Matrices
   Proc. International Symposium on Code Generation and Optimization (CGO), pp. 117-127, 2016
   
2. 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
   
3. 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
   
4. 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
   
5. Francois Serre and Markus Püschel
   Optimal Circuits for Streamed Linear Permutations using RAM
   Proc. FPGA, pp. 215-223, 2016
   

Conference (abstract reviewed) 

1. 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
   

Other 

1. F. Sadi, Lawrence Pileggi and Franz Franchetti
   3D DRAM Based Application Specific Hardware Accelerator for SpMV
   High Performance Extreme Computing Conference (HPEC), 2016
   

2015 

Journal 

1. 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
   
2. 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
   

Conference (fully reviewed) 

1. Nikolaos Kyrtatas, Daniele G. Spampinato and Markus Püschel
   A Basic Linear Algebra Compiler for Embedded Processors
   Proc. Design, Automation and Test in Europe (DATE), pp. 1054-1059, 2015
   
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. 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
   
4. Berkin Akin, Franz Franchetti and James C. Hoe
   Data Reorganization in Memory Using 3D-stacked DRAM
   Proc. International Symposium on Computer Architectur (ISCA), 2015
   
5. 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
   
6. 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
   
7. 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
   

Conference (abstract reviewed) 

1. 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
   
2. 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
   
3. 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
   

Thesis 

1. Berkin Akin
   A Formal Approach to Memory Access Optimization: Data Layout, Reorganization, and Near-Data Processing
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2015
   

2014 

Journal 

1. Lingchuan Meng and Jeremy Johnson
   Towards parallel general-size library generation for polynomial multiplication
   ACM Communications in Computer Algebra, 2014
   

Conference (fully reviewed) 

1. 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
   
2. Daniele G. Spampinato and Markus Püschel
   A Basic Linear Algebra Compiler
   Proc. International Symposium on Code Generation and Optimization (CGO), pp. 23-32, 2014
   
3. Alen Stojanov, Georg Ofenbeck, Tiark Rompf and Markus Püschel
   Abstracting Vector Architectures in Library Generators: Case Study Convolution Filters
   Proc. ACM International Workshop on Libraries, Languages and Compilers for Array Programming (ARRAY), pp. 14, 2014
   
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. 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
   
6. Georg Ofenbeck, Ruedi Steinmann, Victoria Caparrós Cabezas, Daniele G. Spampinato and Markus Püschel
   Applying the Roofline Model
   Proc. IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), pp. 76 - 85, 2014
   
7. Benjamin Hess, Thomas Gross and Markus Püschel
   Automatic Locality-Friendly Interface Extension of Numerical Functions
   Proc. International Conference on Generative Programming: Concepts & Experiences (GPCE), pp. 83-92, 2014
   
8. Vadim Zaliva and Franz Franchetti
   Barometric and GPS Altitude Sensor Fusion
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014
   
9. 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
   
10. Victoria Caparrós Cabezas and Markus Püschel
    Extending the Roofline Model: Bottleneck Analysis with Microarchitectural Constraints
    Proc. IEEE International Symposium on Workload Characterization (IISWC), pp. 222-231, 2014
    
11. 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
    
12. 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
    
13. Franz Franchetti, Aliaksei Sandryhaila and Jeremy Johnson
    High Assurance SPIRAL
    Proc. SPIE, Proceedings of SPIE 2014, 2014
    
14. Jörn Schumacher and Markus Püschel
    High-performance sparse fast Fourier transforms
    Proc. IEEE Workshop on Signal Processing Systems (SIPS), pp. 1-6, 2014
    
15. 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
    

Conference (abstract reviewed) 

1. B. Duff, J. Larkin, M. Franusich and Franz Franchetti
   Automatic Generation of 3-D FFTs
   submitted for publication
   
2. 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
   
3. Georg Ofenbeck, Tiark Rompf, Alen Stojanov, Martin Odersky and Markus Püschel
   Language Support for the Construction of High Performance Code Generators
   Proc. International Workshop on Adaptive Self-tuning Computing Systems (ADAPT), 2014
   
4. 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
   

Thesis 

1. Nikolaos Kyrtatas
   A Basic Linear Algebra Compiler for Embedded Processors
   Master thesis, Computer Science, ETH Zurich, Switzerland, 2014
   

2013 

Journal 

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
   

Book Chapter 

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
   

Conference (fully reviewed) 

1. 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
   
2. Marcela Zuluaga, Andreas Krause, Guillaume Sergent and Markus Püschel
   Active Learning for Multi-Objective Optimization
   Proc. International Conference on Machine Learning (ICML), pp. 462-470, 2013
   
3. 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
   
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. Lingchuan Meng and Jeremy Johnson
   Automatic Parallel Library Generation for General-Size Modular FFT Algorithms
   Proc. International Workshop on Computer Algebra in Scientific Computing, Springer, pp. 243-256, 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
   
7. 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
   
8. Georg Ofenbeck, Tiark Rompf, Alen Stojanov, Martin Odersky and Markus Püschel
   Spiral in Scala: Towards the Systematic Construction of Generators for Performance Libraries
   Proc. International Conference on Generative Programming: Concepts & Experiences (GPCE), pp. 125-134, 2013
   
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
   

Conference (abstract reviewed) 

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. Marcela Zuluaga, Andreas Krause and Markus Püschel
   Multi-Objective Optimization for High-Level Synthesis
   Proc. Workshop on High-Level Synthesis for High Performance Computing (HLS4HPC), 2013
   
3. 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
   

Thesis 

1. Qiuling Zhu
   Application Specific Logic in Memory
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2013
   
2. Benjamin Hess
   Automatic Refactoring: Locality Friendly Interface Enhancements for Numerical Functions
   Master thesis, Computer Science, ETH Zurich, Switzerland, 2013
   
3. Jörn Schumacher
   High Performance Sparse Fast Fourier Transform
   Master thesis, Computer Science, ETH Zurich, Switzerland, 2013
   
4. Tao Cui
   Power System Probabilistic and Security Analysis Using Commodity High Performance Computing Systems
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2013
   

Other 

1. Tao Cui and Franz Franchetti
   A Software Performance Engineering Aproach to Fast Transmission Probabilistic Load Flow
   IEEE PES General Meeting, 2013
   

2012 

Journal 

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. 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
   

Conference (fully reviewed) 

1. 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
   
2. 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
   
3. Marcela Zuluaga, Peter A. Milder and Markus Püschel
   Computer Generation of Streaming Sorting Networks
   Proc. Design Automation Conference (DAC), pp. 1245-1253, 2012
   
4. 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
   
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
   
6. 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
   
7. Robert Koutsoyannis, Peter A. Milder, Christian Berger, Madeleine Glick, James C. Hoe and Markus Püschel
   Improving Fixed-Point Accuracy of FFT Cores in O-OFDM Systems
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2012
   
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
   
9. Tao Cui and Franz Franchetti
   Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
   Proc. IEEE High Performance Extreme Computing (HPEC), 2012
   
10. 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
    
11. 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
    
12. Marcela Zuluaga, Andreas Krause, Peter A. Milder and Markus Püschel
    "Smart" Design Space Sampling to Predict Pareto-Optimal Solutions
    Proc. Languages, Compilers, Tools and Theory for Embedded Systems (LCTES), pp. 119-128 , 2012
    
13. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012
    

Other 

1. 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
   
2. C. Angelopoulos, Franz Franchetti and Markus Püschel
   Automatic Generation of FFT Libraries for GPUs
   NVIDIA Research Summit at the GPU Technology Conference, 2012
   

2011 

Journal 

1. Rachid Bouziane, Peter A. Milder, Robert Koutsoyannis, Yannis Benlachtar, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
   Design studies for ASIC implementations of 28 GS/s optical QPSK- and 16-QAM-OFDM transceivers
   Optics Express, Vol. 19, No. 21, pp. 20857-20864, 2011
   

Book Chapter 

1. Franz Franchetti and Markus Püschel
   Fast Fourier Transform
   in Encyclopedia of Parallel Computing, Eds. David Padua, Springer 2011
   
2. Markus Püschel, Franz Franchetti and Yevgen Voronenko
   Spiral
   in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
   

Conference (fully reviewed) 

1. Tao Cui and Franz Franchetti
   A Multi-core High Performance Computing Framework for Distribution Power Flow
   Proc. North American Power Symposium (NAPS), 2011
   
2. 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
   
3. Tao Cui and Franz Franchetti
   Autotuning a Random Walk Boolean Satisfiability Solver
   Proc. International Workshop on Automatic Performance Tuning (iWAPT), 2011
   
4. 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
   
5. 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
   

Conference (abstract reviewed) 

1. 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
   
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
   

Other 

1. Tao Cui and Franz Franchetti
   A Monte Carlo Framework for Probabilistic Distribution Power Flow
   Carnegie Mellon Conference on the Electricity Industry, 2011
   

2010 

Journal 

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
   
2. Yannis Benlachtar, Philip M. Watts, Rachid Bouziane, Peter A. Milder, Robert Koutsoyannis, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
   Real-Time Digital Signal Processing for the Generation of Optical Orthogonal Frequency Division Multiplexed Signals
   IEEE Journal of Selected Topics in Quantum Electronics, Vol. 16, No. 5, pp. 1235-1244 , 2010
   

Conference (fully reviewed) 

1. 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
   
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
   
3. Rachid Bouziane, Peter A. Milder, Robert Koutsoyannis, Yannis Benlachtar, Christian Berger, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
   Design Studies for an ASIC Implementation of an Optical OFDM Transceiver
   Proc. European Conference on Optical Communication (ECOC), pp. 1-3, 2010
   
4. 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
   
5. 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
   
6. 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
   
7. Frédéric de Mesmay, Yevgen Voronenko and Markus Püschel
   Offline Library Adaptation Using Automatically Generated Heuristics
   Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 1-10, 2010
   
8. Yannis Benlachtar, Rachid Bouziane, Robert I. Killey, Christian Berger, Peter A. Milder, Robert Koutsoyannis, James C. Hoe, Markus Püschel and Madeleine Glick
   Optical OFDM for the Data Center
   Proc. International Conference on Transparent Optical Networks (ICTON), pp. 1-4, 2010
   

Conference (abstract reviewed) 

1. 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
   

Thesis 

1. Peter A. Milder
   A Mathematical Approach for Compiling and Optimizing Hardware Implementations of DSP Transforms
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010
   
2. Srinivas Chellappa
   Computer Generation of Fourier Transform Libraries for Distributed Memory Architectures
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010
   
3. Douglas F. Jones
   Data Pump Architecture Simulator and Performance Model
   Master thesis, Computer Science, Drexel University, 2010
   
4. Frédéric de Mesmay
   On the Computer Generation of Adaptive Numerical Libraries
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010
   
5. W. Yu
   Performance Portable Tracking of Evolving Surfaces
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010
   

Other 

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

2009 

Journal 

1. Yevgen Voronenko and Markus Püschel
   Algebraic Signal Processing Theory: Cooley-Tukey Type Algorithms for Real DFTs
   IEEE Transactions on Signal Processing, Vol. 57, No. 1, pp. 205-222, 2009
   
2. 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
   
3. Yannis Benlachtar, Philip M. Watts, Rachid Bouziane, Peter A. Milder, Deepak Rangaraj, Anthony Cartolano, Robert Koutsoyannis, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
   Generation of Optical OFDM Signals Using 21.4 GS/s Real Time Digital Signal Processing
   Optics Express, Vol. 17, No. 20, pp. 17658-17668, 2009
   
4. Markus Püschel, Peter A. Milder and James C. Hoe
   Permuting Streaming Data Using RAMs
   Journal of the ACM, Vol. 56, No. 2, pp. 10:1-10:34, 2009
   

Conference (fully reviewed) 

1. Peter A. Milder, James C. Hoe and Markus Püschel
   Automatic Generation of Streaming Datapaths for Arbitrary Fixed Permutations
   Proc. Design, Automation and Test in Europe (DATE), pp. 1118-1123, 2009
   
2. Basilio B. Fraguela, Yevgen Voronenko and Markus Püschel
   Automatic Tuning of Discrete Fourier Transforms Driven by Analytical Modeling
   Proc. Parallel Architectures and Compilation Techniques (PACT), pp. 271-280, 2009
   
3. Frédéric de Mesmay, Arpad Rimmel, Yevgen Voronenko and Markus Püschel
   Bandit-Based Optimization on Graphs with Application to Library Performance Tuning
   Proc. International Conference on Machine Learning (ICML), pp. 729-736, 2009
   
4. 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
   
5. Yevgen Voronenko, Frédéric de Mesmay and Markus Püschel
   Computer Generation of General Size Linear Transform Libraries
   Proc. International Symposium on Code Generation and Optimization (CGO), pp. 102-113, 2009
   
6. 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
   
7. 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
   
8. 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
   

Conference (abstract reviewed) 

1. Yannis Benlachtar, Philip M. Watts, Rachid Bouziane, Peter A. Milder, Robert Koutsoyannis, James C. Hoe, Markus Püschel, Madeleine Glick and Robert I. Killey
   21.4 GS/s Real-Time DSP-Based Optical OFDM Signal Generation and Transmission Over 1600 km of Uncompensated Fibre
   Proc. European Conference on Optical Communication (ECOC), pp. 1-2, 2009
   
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. Srinivas Chellappa, Franz Franchetti and Markus Püschel
   High Performance Linear Transform Program Generation for the Cell BE
   Proc. High Performance Extreme Computing (HPEC), 2009
   

2008 

Journal 

1. Markus Püschel and José M. F. Moura
   Algebraic Signal Processing Theory: Cooley-Tukey Type Algorithms for DCTs and DSTs
   IEEE Transactions on Signal Processing, Vol. 56, No. 4, pp. 1502-1521, 2008
   

Conference (fully reviewed) 

1. 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
   
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. 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
   

Conference (abstract reviewed) 

1. 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
   
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, 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. 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
   
5. 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
   
6. 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
   
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. Jeremy Johnson, Tim Chagnon, Petya Vachranukunkiet, Prawat Nagvajara and Chika Nwankpa
   Sparse LU Decomposition using FPGA
   Proc. International Workshop on State-of-the-Art in Scientific and Parallel Computing (PARA), 2008
   
9. Jeremy Johnson and Michael Andrews
   Statistical Evaluation of a Self-Tuning Vectorized Library for the Walsh-Hadamard Transform
   Proc. International Workshop on State-of-the-Art in Scientific and Parallel Computing (PARA), 2008
   
10. 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
    

Thesis 

1. Yevgen Voronenko
   Library Generation for Linear Transforms
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2008
   

Other 

1. 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)
   

2007 

Journal 

1. Yevgen Voronenko and Markus Püschel
   Mechanical Derivation of Fused Multiply-Add Algorithms for Linear Transforms
   IEEE Transactions on Signal Processing, Vol. 55, No. 9, pp. 4458-4473, 2007
   
2. Yevgen Voronenko and Markus Püschel
   Multiplierless Multiple Constant Multiplication
   ACM Transactions on Algorithms, Vol. 3, No. 2, 2007
   
3. Peter Tummeltshammer, James C. Hoe and Markus Püschel
   Time-Multiplexed Multiple Constant Multiplication
   IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 26, No. 9, pp. 1551-1563, 2007
   

Conference (fully reviewed) 

1. 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
   
2. Jeremy Johnson and Xu Xu
   Generating Symmetric DFTs and Equivariant FFT Algorithms
   Proc. ACM International Symposium on Symbolic and Algebraic Computation (ISSAC), ACM, pp. 195-202, 2007
   
3. Jeremy Johnson and Michael Andrews
   Performance Analysis of a Family of WHT Algorithms
   Proc. Workshop on Performance Optimization for High-Level Languages and Libraries (POHLL), 2007 IEEE International Parallel and Distributed Processing Symposium , IEEE, pp. 450, 2007
   
4. 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
   
5. 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
   

Conference (abstract reviewed) 

1. 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
   
2. 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
   

Thesis 

1. Sung-Chul Han
   A Flexible Decoder and Performance Evaluation of Array-Structured LDPC Codes
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2007
   
2. Pranab Shenoy
   Universal FFT Core Generator
   Master thesis, Computer Science, Drexel University, 2007
   

Other 

1. 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
   

2006 

Journal 

1. Pawel Hitczenko, Jeremy Johnson and Hung-Jen Huang
   Distribution of a Class of Divide and Conquer Recurrences arising from the Computation of the Walsh-Hadamard Transform
   Theoretical Computer Science, Vol. 352, pp. 8-30, 2006
   

Conference (fully reviewed) 

1. Yevgen Voronenko and Markus Püschel
   Algebraic Derivation of General Radix Cooley-Tukey Algorithms for the Real Discrete Fourier Transform
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 3, 2006
   
2. 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
   
3. 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
   
4. Peter A. Milder, Mohammad Ahmad, James C. Hoe and Markus Püschel
   Fast and Accurate Resource Estimation of Automatically Generated Custom DFT IP Cores
   Proc. FPGA, pp. 211-220, 2006
   
5. 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
   
6. 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
   
7. Marek Telgarsky, James C. Hoe and José M. F. Moura
   Spiral: Joint Runtime and Energy Optimization of Linear Transforms
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 3, 2006
   

Conference (abstract reviewed) 

1. 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
   
2. Franz Franchetti, Yevgen Voronenko and Markus Püschel
   FFT Program Generation for Shared Memory: SMP and Multicore
   Proc. Supercomputing (SC), 2006
   
3. 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
   
4. Franz Franchetti, Yevgen Voronenko and Markus Püschel
   Spiral: Generating Signal Processing Kernels for New Commodity Architectures
   Proc. EDGE Workshop, pp. D49-D50, 2006
   

2005 

Journal 

1. 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
   
2. José M. F. Moura, Markus Püschel, David Padua and Jack Dongarra
   Scanning the Issue: Special Issue on Program Generation, Optimization, and Platform Adaptation
   Proceedings of the IEEE, special issue on ``Program Generation, Optimization, and Adaptation'', Vol. 93, No. 2, pp. 211-215, 2005
   
3. 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
   
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
   

Conference (fully reviewed) 

1. Grace Nordin, Peter A. Milder, James C. Hoe and Markus Püschel
   Automatic Generation of Customized Discrete Fourier Transform IPs
   Proc. Design Automation Conference (DAC), pp. 471-474, 2005
   
2. Mihai Furis, Pawel Hitczenko and Jeremy Johnson
   Cache Miss Analysis of WHT Algorithms
   Proc. International Conference on Analysis of Algorithms, Discrete Mathematics and Theoretical Computer Science, pp. 115-124, 2005
   
3. Franz Franchetti, Yevgen Voronenko and Markus Püschel
   Formal Loop Merging for Signal Transforms
   Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326 , 2005
   
4. 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
   
5. Franz Franchetti, Yevgen Voronenko and Markus Püschel
   Loop Merging for Signal Transforms
   Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326, 2005
   
6. Xiaoming Li, María J. Garzarán and David Padua
   Optimizing Sorting with Genetic Algorithm
   Proc. International Symposium on Code Generation and Optimization (CGO), pp. 99-110, 2005
   
7. 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
   

Conference (abstract reviewed) 

1. Roland Wunderlich, Markus Püschel and James C. Hoe
   Accelerating Blocked Matrix-Matrix Multiplication using a Software-Managed Memory Hierarchy with DMA
   Proc. High Performance Extreme Computing (HPEC), 2005
   

2004 

Journal 

1. Anthony F. Breitzman and Jeremy Johnson
   Automatic Derivation and Implementation of Fast Convolution Algorithms
   Journal of High Performance Computing and Applications, special issue on ``Computer Algebra and Signal Processing'', Vol. 37, No. 2, pp. 157-186, 2004
   
2. Markus Püschel, Bryan Singer, Jianxin Xiong, José M. F. Moura, Jeremy Johnson, David Padua, Manuela Veloso and Robert W. Johnson
   SPIRAL: A Generator for Platform-Adapted Libraries of Signal Processing Algorithms
   Journal of High Performance Computing and Applications, special issue on ``Automatic Performance Tuning'', Vol. 18, No. 1, pp. 21-45, 2004
   

Conference (fully reviewed) 

1. Xiaoming Li, María J. Garzarán and David Padua
   A Dynamically Tuned Sorting Library
   Proc. International Symposium on Code Generation and Optimization (CGO), pp. 111-124, 2004
   
2. Jeremy Johnson and Kang Chen
   A Self-Adapting Distributed Memory Package for Fast Signal Transforms
   Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 44-, 2004
   
3. Aca Gacic, Markus Püschel and José M. F. Moura
   Automatically Generated High-Performance Code for Discrete Wavelet Transforms
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 5, pp. V-69-V-72, 2004
   
4. 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
   
5. Adam C. Zelinski, Markus Püschel, Smarahara Misra and James C. Hoe
   Automatic Cost Minimization for Multiplierless Implementations of Discrete Signal Transforms
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 5, pp. V-221-V-224, 2004
   
6. Yevgen Voronenko and Markus Püschel
   Automatic Generation of Implementations for DSP Transforms on Fused Multiply-Add Architectures
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 5, pp. V-101-V-104, 2004
   
7. Markus Püschel, Adam C. Zelinski and James C. Hoe
   Custom-Optimized Multiplierless Implementations of DSP Algorithms
   Proc. International Conference on Computer-Aided Design (ICCAD), pp. 175-182, 2004
   
8. Nicholas Rizzolo and David Padua
   HiLO: High Level Optimization of FFTs
   Proc. International Workshop on Languages and Compilers for Parallel Computing (LCPC), 2004
   
9. Peter Tummeltshammer, James C. Hoe and Markus Püschel
   Multiple Constant Multiplication By Time-Multiplexed Mapping of Addition Chains
   Proc. Design Automation Conference (DAC), pp. 826-829, 2004
   

Conference (abstract reviewed) 

1. Lawrence C. Chang, Inpyo Hong, Yevgen Voronenko and Markus Püschel
   Adaptive Mapping of Linear DSP Algorithms to Fixed-Point Arithmetic
   Proc. High Performance Extreme Computing (HPEC), 2004
   
2. Grace Nordin, James C. Hoe and Markus Püschel
   Discrete Fourier Transform IP Generator
   Proc. High Performance Extreme Computing (HPEC), 2004
   

Thesis 

1. Aca Gacic
   Automatic Implementation and Platform Adaptation of Discrete Filtering and Wavelet Algorithms
   PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2004
   

2003 

Journal 

1. Markus Püschel and José M. F. Moura
   The Algebraic Approach to the Discrete Cosine and Sine Transforms and their Fast Algorithms
   SIAM Journal of Computing, Vol. 32, No. 5, pp. 1280-1316, 2003
   

Conference (fully reviewed) 

1. Jeremy Johnson and Xu Xu
   A Recursive Implementation of the Dimensionless FFT
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2003
   
2. Markus Püschel
   Cooley-Tukey FFT like Algorithms for the DCT
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. 501-504, 2003
   
3. Aca Gacic, Markus Püschel and José M. F. Moura
   Fast Automatic Implementations of FIR Filters
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. 541-544, 2003
   
4. 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
   
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
   Short Vector Code Generation for the Discrete Fourier Transform
   Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2003
   
7. 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
   
8. Fang Fang, Rob A. Rutenbar, Markus Püschel and Tsuhan Chen
   Toward Efficient Static Analysis of Finite-Precision Effects in DSP Applications via Affine Arithmetic Modeling
   Proc. Design Automation Conference (DAC), pp. 496-501, 2003
   

Conference (abstract reviewed) 

1. Franz Franchetti
   A Portable Short Vector Version of FFTW
   Proc. IMACS Symposium on Mathematical Modelling (MATHMOD), Vol. 2, pp. 1539-1548, 2003
   
2. Smarahara Misra, Adam C. Zelinski, James C. Hoe and Markus Püschel
   Custom Reduction of Arithmetic in Linear DSP Transforms
   Proc. High Performance Extreme Computing (HPEC), 2003
   
3. Markus Püschel and José M. F. Moura
   SPIRAL: An Overview
   Proc. Workshop on Optimizations for DSP and Embedded Systems (ODES), 2003
   
4. Franz Franchetti
   Top Performance in Signal Processing
   Proc. International Workshop on Numerical and Symbolic Scientific Computing, 2003
   

Thesis 

1. Xu Xu
   A Recursive Implementation of the Dimensionless FFT
   Master thesis, Computer Science, Drexel University, 2003
   
2. Anthony F. Breitzman
   Automatic Derivation and Implementation of Fast Convolution Algorithms
   PhD. thesis, Computer Science, Drexel University, 2003
   
3. Mihai Furis
   Cache Miss Analysis of Walsh-Hadamard Transform Algorithms
   Master thesis, Computer Science, Drexel University, 2003
   
4. Smarahara Misra
   Custom Reduction of Arithmetic in Multiplierless implementations of DSP Transforms
   Master thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2003
   
5. Franz Franchetti
   Performance Portable Short Vector Transforms
   PhD. thesis, Vienna University of Technology, 2003
   

2002 

Journal 

1. Bryan Singer and Manuela Veloso
   Automating the Modeling and Optimization of the Performance of Signal Transforms
   IEEE Transactions on Signal Processing, Vol. 50, No. 8, pp. 2003-2014, 2002
   
2. Bryan Singer and Manuela Veloso
   Learning to Construct Fast Signal Processing Implementations
   Journal of Machine Learning Research, special issue on ``the Eighteenth International Conference on Machine Learning (ICML 2001)'', Vol. 3, pp. 887-919, 2002
   

Book Chapter 

1. Markus Püschel, Sebastian Egner and Thomas Beth
   AREP
   in New Reference Book on Computer Algebra, Eds. J. Grabmeier, E. Kaltofen, J. Grabmeier, E. Kaltofen, Springer 2002
   

Conference (fully reviewed) 

1. Kang Chen and Jeremy Johnson
   A Prototypical Self-Optimizing Package for Parallel Implementation of Fast Signal Transforms
   Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 58-63, 2002
   
2. 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
   

Conference (abstract reviewed) 

1. Franz Franchetti, F. Kaltenberger and Christoph W. Ueberhuber
   FFT Kernels with FMA Utilization
   Proc. APLIMAT Conference, pp. 333-339, 2002
   
2. Markus Püschel and José M. F. Moura
   Generation and Manipulation of DSP Transform Algorithms
   Proc. Digital Signal Processing Workshop, 2002
   
3. Fang Fang, James C. Hoe, Markus Püschel and Smarahara Misra
   Generation of Custom DSP Transform IP Cores: Case Study Walsh-Hadamard Transform
   Proc. High Performance Extreme Computing (HPEC), 2002
   
4. 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
   

Thesis 

1. Mike Balog
   A Flexible Framework for Implementing FFT Processors
   Master thesis, Electrical and Computer Engineering, Drexel University, 2002
   
2. Kang Chen
   A Prototypical Self-Optimizing Package for Parallel Implementation of Fast Signal Transforms
   Master thesis, Computer Science, Drexel University, 2002
   
3. Hung-Jen Huang
   Performance Analysis of an Adaptive Algorithm for the Walsh-Hadamard Transform
   Master thesis, Computer Science, Drexel University, 2002
   

2001 

Journal 

1. Sebastian Egner, Jeremy Johnson, David Padua, Jianxin Xiong and Markus Püschel
   Automatic Derivation and Implementation of Signal Processing Algorithms
   ACM SIGSAM Bulletin Communications in Computer Algebra, Vol. 35, No. 2, pp. 1-19, 2001
   
2. Sebastian Egner and Markus Püschel
   Automatic Generation of Fast Discrete Signal Transforms
   IEEE Transactions on Signal Processing, Vol. 49, No. 9, pp. 1992-2002, 2001
   

Conference (fully reviewed) 

1. 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
   
2. Neungsoo Park and Viktor K. Prasanna
   Cache Conscious Walsh-Hadamard Transform
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 2, pp. II-1205-II-1208, 2001
   
3. Markus Püschel, Bryan Singer, Manuela Veloso and José M. F. Moura
   Fast Automatic Generation of DSP Algorithms
   Proc. International Conference on Computational Science (ICCS), Lecture Notes In Computer Science, Springer, Vol. 2073, pp. 97-106, 2001
   
4. Bryan Singer and Manuela Veloso
   Learning to Generate Fast Signal Processing Implementations
   Proc. International Conference on Machine Learning (ICML), pp. 529-536, 2001
   
5. Jianxin Xiong, Jeremy Johnson, Robert W. Johnson and David Padua
   SPL: A Language and Compiler for DSP Algorithms
   Proc. Programming Languages Design and Implementation (PLDI), pp. 298-308, 2001
   
6. Bryan Singer and Manuela Veloso
   Stochastic Search for Signal Processing Algorithm Optimization
   Proc. Supercomputing (SC), pp. 22, 2001
   

Conference (abstract reviewed) 

1. José M. F. Moura, Jeremy Johnson, Robert W. Johnson, David Padua, Viktor K. Prasanna, Markus Püschel, Bryan Singer, Manuela Veloso and Jianxin Xiong
   Generating Platform-Adapted DSP Libraries using SPIRAL
   Proc. High Performance Extreme Computing (HPEC), 2001
   

Thesis 

1. Peter Becker
   A High Speed VLSI Architecture for the Discrete Haar Wavelet Transform
   Master thesis, Electrical and Computer Engineering, Drexel University, 2001
   
2. Jianxin Xiong
   Automatic Optimization of DSP Algorithms
   PhD. thesis, Computer Science, University of Illinois at Urbana-Champaign, 2001, Also as Technical Report UIUCDCS-R-2001-224, University of Illinois
   
3. Bryan Singer
   Automating the Modeling and Optimization of the Performance of Signal Processing Algorithms
   PhD. thesis, Computer Science, Carnegie Mellon University, 2001
   
4. Pinit Kumhom
   Design, Optimization, and Implementation of a Universal FFT Processor
   PhD. thesis, Electrical and Computer Engineering, Drexel University, 2001, Also Tech. Report DU-MCS-01-01, Drexel University, 2001
   

2000 

Conference (fully reviewed) 

1. Pinit Kumhom, Jeremy Johnson and Prawat Nagvajara
   Design, optimization, and implementation of a universal FFT processor
   Proc. IEEE ASIC/SOC Conference, IEEE, pp. 182-186, 2000
   
2. Neungsoo Park, Viktor K. Prasanna, Kiran Bondalapati and Dongsoo Kang
   Dynamic Data Layouts for Cache-conscious Factorization of DFT
   Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), pp. 693-701, 2000
   
3. Jeremy Johnson and Markus Püschel
   In Search of the Optimal Walsh-Hadamard Transform
   Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vol. 6, pp. 3347-3350, 2000
   
4. Bryan Singer and Manuela Veloso
   Learning to Predict Performance from Formula Modeling and Training Data
   Proc. International Conference on Machine Learning (ICML), pp. 887-894, 2000
   

Conference (abstract reviewed) 

1. José M. F. Moura, Jeremy Johnson, Robert W. Johnson, David Padua, Viktor K. Prasanna, Markus Püschel and Manuela Veloso
   SPIRAL: Automatic Implementation of Signal Processing Algorithms
   Proc. High Performance Extreme Computing (HPEC), 2000
   

Thesis 

1. Gavin Haentjens
   An Investigation of Recursive FFT Implementations
   Master thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2000
   
2. David Sepiashvili
   Performance Models and Search Methods for Optimal FFT Implementations
   Master thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2000
   
3. Franz Franchetti
   Short Vector FFTs
   Master thesis, Vienna University of Technology, 2000
   

Publication interface designed and implemented by Patra Pantupat, Aliaksei Sandryhaila, and Markus Püschel
Electrical and Computer Engineering, Carnegie Mellon University, 2007