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Journal
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
Book Chapter
- 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
- Franz Franchetti and Markus Püschel
Fast Fourier Transform
in Encyclopedia of Parallel Computing, Eds. David Padua, Springer 2011
- Markus Püschel, Franz Franchetti and Yevgen Voronenko
Spiral
in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011
Conference (fully reviewed)
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Scott Mionis, Franz Franchetti and J. Larkin
Optimized Quantum Circuit Generation with SPIRAL
Proc. High Performance Extreme Computing (HPEC), 2021
- 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
- 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
- Sanil Rao, A. Kutuluru, Paul Brouwer, S. McMillan and Franz Franchetti
GBTLX: A First Look
Proc. IEEE High Performance Extreme Computing (HPEC), 2020
- 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
- Scott Mionis, Franz Franchetti and J. Larkin
Quantum Circuit Optimization with SPIRAL: A First Look
Proc. Supercomputing (SC), 2020
- 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
- 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
- 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
- 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
- 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
- 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
- Jiyuan Zhang, Franz Franchetti and Tze-Meng Low
High Performance Zero-Memory Overhead Direct Convolutions
Proc. International Conference on Machine Learning (ICML), 2018
- 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
- 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
- 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
- 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
- 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
- Richard Veras and Franz Franchetti
A Scale-free Structure for Real World Networks
Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Berkin Akin, Franz Franchetti and James C. Hoe
Data Reorganization in Memory Using 3D-stacked DRAM
Proc. International Symposium on Computer Architectur (ISCA), 2015
- 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
- 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
- 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
- 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
- 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
- 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
- Vadim Zaliva and Franz Franchetti
Barometric and GPS Altitude Sensor Fusion
Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014
- 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
- 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
- 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
- Franz Franchetti, Aliaksei Sandryhaila and Jeremy Johnson
High Assurance SPIRAL
Proc. SPIE, Proceedings of SPIE 2014, 2014
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Tao Cui and Franz Franchetti
Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
Proc. IEEE High Performance Extreme Computing (HPEC), 2012
- 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
- 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
- Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
Proc. SRC TECHCON, 2012
- Tao Cui and Franz Franchetti
A Multi-core High Performance Computing Framework for Distribution Power Flow
Proc. North American Power Symposium (NAPS), 2011
- 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
- Tao Cui and Franz Franchetti
Autotuning a Random Walk Boolean Satisfiability Solver
Proc. International Workshop on Automatic Performance Tuning (iWAPT), 2011
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Franz Franchetti, Yevgen Voronenko and Markus Püschel
Formal Loop Merging for Signal Transforms
Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326 , 2005
- 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
- Franz Franchetti, Yevgen Voronenko and Markus Püschel
Loop Merging for Signal Transforms
Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326, 2005
- 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
- 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
- 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
- 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
- Franz Franchetti and Markus Püschel
Short Vector Code Generation for the Discrete Fourier Transform
Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2003
- 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
- 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
- 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
Conference (abstract reviewed)
- 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
- 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
- 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
- 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
- Sanil Rao, A. Prakash and Franz Franchetti
Towards LibraryX: A Framework for Cross-Library Call Optimization
Proc. High Performance Extreme Computing (HPEC), 2024
- 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
- 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
- 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
- P. Oostema and Franz Franchetti
Approximating Manifolds and Geodesics with Curved Surfaces
Proc. High Performance Extreme Computing (HPEC), 2022
- 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
- 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
- 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
- E. Tang and Franz Franchetti
Magic Memory: A Programming Model For Big Data Analytics
Proc. High Performance Extreme Computing (HPEC), 2022
- P. Oostema and Franz Franchetti
On Manifold Graph Embedding
Proc. High Performance Extreme Computing (HPEC), 2022
- H. Mankad, Sanil Rao, P. Colella, B. Van Straalen and Franz Franchetti
ProtoX: A First Look
Proc. High Performance Extreme Computing (HPEC), 2022
- 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
- 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
- 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
- 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
- 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
- B. Duff, J. Larkin, M. Franusich and Franz Franchetti
Automatic Generation of 3-D FFTs
submitted for publication
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Srinivas Chellappa, Franz Franchetti and Markus Püschel
High Performance Linear Transform Program Generation for the Cell BE
Proc. High Performance Extreme Computing (HPEC), 2009
- 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
- Srinivas Chellappa, Franz Franchetti and Markus Püschel
Automatic Linear Transform Program Generation for the Cell BE
Proc. Supercomputing (SC), 2008, Poster (Abstract reviewed)
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Franz Franchetti, Yevgen Voronenko and Markus Püschel
FFT Program Generation for Shared Memory: SMP and Multicore
Proc. Supercomputing (SC), 2006
- 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
- Franz Franchetti, Yevgen Voronenko and Markus Püschel
Spiral: Generating Signal Processing Kernels for New Commodity Architectures
Proc. EDGE Workshop, pp. D49-D50, 2006
- Franz Franchetti
A Portable Short Vector Version of FFTW
Proc. IMACS Symposium on Mathematical Modelling (MATHMOD), Vol. 2, pp. 1539-1548, 2003
- Franz Franchetti
Top Performance in Signal Processing
Proc. International Workshop on Numerical and Symbolic Scientific Computing, 2003
- Franz Franchetti, F. Kaltenberger and Christoph W. Ueberhuber
FFT Kernels with FMA Utilization
Proc. APLIMAT Conference, pp. 333-339, 2002
- 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
- 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
- Franz Franchetti
Performance Portable Short Vector Transforms
PhD. thesis, Vienna University of Technology, 2003
- Franz Franchetti
Short Vector FFTs
Master thesis, Vienna University of Technology, 2000
Other
- 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
- 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
- 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
- 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
- Thom Popovici, Martin Schatz, Franz Franchetti and Tze-Meng Low
A Flexible Framework for Parallel Multi-Dimensional DFTs
arXiv (Technical Report), 2019
- 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
- Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
Design and Specification of Large-scale Simulations for GPUs using FFTX
Supercomputing, 2019
- 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
- Anuva Kulkarni, Daniele G. Spampinato and Franz Franchetti
FFTX for Micromechanical Stress-Strain Analysis
IEEE High Performance Extreme Computing Conference (HPEC), 2019
- 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
- Anuva Kulkarni, Franz Franchetti and Jelena Kovacevic
Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
, 2018
- 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
- 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
- F. Sadi, Lawrence Pileggi and Franz Franchetti
3D DRAM Based Application Specific Hardware Accelerator for SpMV
High Performance Extreme Computing Conference (HPEC), 2016
- Tao Cui and Franz Franchetti
A Software Performance Engineering Aproach to Fast Transmission Probabilistic Load Flow
IEEE PES General Meeting, 2013
- 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
- C. Angelopoulos, Franz Franchetti and Markus Püschel
Automatic Generation of FFT Libraries for GPUs
NVIDIA Research Summit at the GPU Technology Conference, 2012
- Tao Cui and Franz Franchetti
A Monte Carlo Framework for Probabilistic Distribution Power Flow
Carnegie Mellon Conference on the Electricity Industry, 2011
- 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
- Q. Li, Tao Cui, Rohit Negi, Franz Franchetti and Marija Ilic
On-line Decentralized Charging of Plug-In Electric Vehicles in Power Systems
, 2010
- 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)
- 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