Publications

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bibtex list 

3D-stacked 

2016 

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

2015 

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

Acceleration 

2016 

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

2015 

  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. Qi Guo, Tsuhan 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, 2015
  3. 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
  4. 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

2014 

  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. 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

Adaptive processing 

2015 

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

Algebraic 

2017 

  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

Algebraic signal processing theory 

2009 

  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

2008 

  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

2006 

  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

2003 

  1. 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
  2. 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

Algorithm theory and analysis 

2016 

  1. 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

2014 

  1. 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

2012 

  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

2009 

  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

2008 

  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

2007 

  1. 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

2006 

  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. 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

2005 

  1. 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

2004 

  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

2003 

  1. Anthony F. Breitzman
    Automatic Derivation and Implementation of Fast Convolution Algorithms
    PhD. thesis, Computer Science, Drexel University, 2003
  2. Mihai Furis
    Cache Miss Analysis of Walsh-Hadamard Transform Algorithms
    Master thesis, Computer Science, Drexel University, 2003
  3. 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
  4. 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
  5. 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

2002 

  1. Hung-Jen Huang
    Performance Analysis of an Adaptive Algorithm for the Walsh-Hadamard Transform
    Master thesis, Computer Science, Drexel University, 2002

2001 

  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

Architecture 

2015 

  1. Qi Guo, Tsuhan 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, 2015
  2. Berkin Akin, Franz Franchetti and James C. Hoe
    To Reshape or Not To Reshape: HAMLeT Architecture for Parallel Data Reorganization in Memory
    IEEE Micro, Vol. 1, No. 1, pp. 99, 2015

2012 

  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

Automatic generation 

2017 

  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

Beyond transforms 

2014 

  1. Daniele G. Spampinato and Markus Püschel
    A Basic Linear Algebra Compiler
    Proc. International Symposium on Code Generation and Optimization (CGO), pp. 23-32, 2014

2011 

  1. Christian Berger, Volodymyr Arbatov, Yevgen Voronenko, Franz Franchetti and Markus Püschel
    Real-Time Software Implementation of an IEEE 802.11a Baseband Receiver on Intel Multicore
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1693-1696 , 2011

2010 

  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. Frédéric de Mesmay
    On the Computer Generation of Adaptive Numerical Libraries
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

  1. 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
  2. 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

2008 

  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)
  2. 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
  3. 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

BlueGene 

2006 

  1. 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

2005 

  1. 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
  2. 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

Bottleneck analysis 

2014 

  1. 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

Cell BE Processor 

2010 

  1. Srinivas Chellappa
    Computer Generation of Fourier Transform Libraries for Distributed Memory Architectures
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Fast Fourier Transforms for the Cell Broadband Engine
    Proc. International Conference on Supercomputing (ICS), pp. 26-35, 2009
  2. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009
  3. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009

2008 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Automatic Linear Transform Program Generation for the Cell BE
    Proc. Supercomputing (SC), 2008, Poster (Abstract reviewed)
  2. 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
  3. 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

Coding/Decoding 

2017 

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

2013 

  1. 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

Construction of Generators 

2014 

  1. 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

2013 

  1. 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

Control systems 

2017 

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

CPUs 

2014 

  1. 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

Cyber-physical systems 

2017 

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

Data pump architecture (DPA) 

2010 

  1. Douglas F. Jones
    Data Pump Architecture Simulator and Performance Model
    Master thesis, Computer Science, Drexel University, 2010

Data reorganization 

2015 

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

Design 

2015 

  1. 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

2014 

  1. K. Vaidyanathan, R. Liu, H. E. Sumbul, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    Efficient and Secure Intellectual Property (IP) Design for Split Fabrication
    Proc. IEEE International Symposium on Hardware-Oriented Security and Trust (HOST), 2014
  2. 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

Dimensionaless FFT 

2007 

  1. Pranab Shenoy
    Universal FFT Core Generator
    Master thesis, Computer Science, Drexel University, 2007

2000 

  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

Discrete/fast cosine transforms 

2010 

  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

2008 

  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

2003 

  1. 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
  2. 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

Discrete/fast Fourier transform 

2013 

  1. Jörn Schumacher
    High Performance Sparse Fast Fourier Transform
    Master thesis, Computer Science, ETH Zurich, Switzerland, 2013

2012 

  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. 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
  3. Berkin Akin, Peter A. Milder, Franz Franchetti and James C. Hoe
    Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
    Proc. IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2012

2011 

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

2010 

  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. 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
  4. 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
  5. Frédéric de Mesmay
    On the Computer Generation of Adaptive Numerical Libraries
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010
  6. 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

2009 

  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. 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. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Fast Fourier Transforms for the Cell Broadband Engine
    Proc. International Conference on Supercomputing (ICS), pp. 26-35, 2009
  4. 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
  5. 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
  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. 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
  8. 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 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Automatic Linear Transform Program Generation for the Cell BE
    Proc. Supercomputing (SC), 2008, Poster (Abstract reviewed)
  2. 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
  3. 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
  4. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    Formal Datapath Representation and Manipulation for Implementing DSP Transforms
    Proc. Design Automation Conference (DAC), pp. 385-390, 2008
  5. 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. 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
  7. Yevgen Voronenko
    Library Generation for Linear Transforms
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2008
  8. 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
  9. 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

2007 

  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
  2. 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
  3. 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
  4. 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
  5. Pranab Shenoy
    Universal FFT Core Generator
    Master thesis, Computer Science, Drexel University, 2007

2006 

  1. 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
  2. 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
  3. 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
  4. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    FFT Program Generation for Shared Memory: SMP and Multicore
    Proc. Supercomputing (SC), 2006

2005 

  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. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Formal Loop Merging for Signal Transforms
    Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326 , 2005

2004 

  1. 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
  2. Grace Nordin, James C. Hoe and Markus Püschel
    Discrete Fourier Transform IP Generator
    Proc. High Performance Extreme Computing (HPEC), 2004
  3. Nicholas Rizzolo and David Padua
    HiLO: High Level Optimization of FFTs
    Proc. International Workshop on Languages and Compilers for Parallel Computing (LCPC), 2004

2003 

  1. Xu Xu
    A Recursive Implementation of the Dimensionless FFT
    Master thesis, Computer Science, Drexel University, 2003
  2. Jeremy Johnson and Xu Xu
    A Recursive Implementation of the Dimensionless FFT
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2003
  3. Franz Franchetti and Markus Püschel
    Short Vector Code Generation for the Discrete Fourier Transform
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), 2003

2002 

  1. Mike Balog
    A Flexible Framework for Implementing FFT Processors
    Master thesis, Electrical and Computer Engineering, Drexel University, 2002

2001 

  1. 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 

  1. Gavin Haentjens
    An Investigation of Recursive FFT Implementations
    Master thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2000
  2. Neungsoo Park, Viktor K. Prasanna, Kiran Bondalapati and Dongsoo Kang
    Dynamic Data Layouts for Cache-conscious Factorization of DFT
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 693-701, 2000
  3. David Sepiashvili
    Performance Models and Search Methods for Optimal FFT Implementations
    Master thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2000

Distributed memory 

2010 

  1. Srinivas Chellappa
    Computer Generation of Fourier Transform Libraries for Distributed Memory Architectures
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

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

Electric vehicles 

2010 

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

Embedded Processors 

2014 

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

Energy-efficient 

2015 

  1. Qi Guo, Tze-Meng Low, N. Alachiotis, Berkin Akin, Lawrence Pileggi, James C. Hoe and Franz Franchetti
    Enabling Portable Energy Efficiency with Memory Accelerated Library
    Proc. MICRO, 2015
  2. M. M. Sabry Aly, M. Gao, G. Hills, C.-S. Lee, G. Pitner, M. M. Shulaker, T. F. Wu, M. Asheghi, J. Bokor, Franz Franchetti, K. E. Goodson, C. Kozyrakis, I. Markov, K. Olukoton, Lawrence Pileggi, E. Pop, J. Rabaey, C. Re, H.-S. Wong and S. Mitra
    Energy-Efficient Abundant-Data Computing: The N3XT 1,000x
    Computer, Vol. 48, No. 12, pp. 24-33, 2015

Fast algorithms 

2013 

  1. Jörn Schumacher
    High Performance Sparse Fast Fourier Transform
    Master thesis, Computer Science, ETH Zurich, Switzerland, 2013

2010 

  1. Srinivas Chellappa
    Computer Generation of Fourier Transform Libraries for Distributed Memory Architectures
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010
  2. 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

2009 

  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. 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

2008 

  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

2006 

  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

2003 

  1. 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
  2. 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

Fast Fourier Transform 

2016 

  1. Francois Serre and Markus Püschel
    Optimal Circuits for Streamed Linear Permutations using RAM
    Proc. FPGA, pp. 215-223, 2016

2015 

  1. 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
  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

2014 

  1. 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
  2. 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
  3. Jörn Schumacher and Markus Püschel
    High-performance sparse fast Fourier transforms
    Proc. IEEE Workshop on Signal Processing Systems (SIPS), pp. 1-6, 2014

2010 

  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

2003 

  1. Franz Franchetti
    A Portable Short Vector Version of FFTW
    Proc. IMACS Symposium on Mathematical Modelling (MATHMOD), Vol. 2, pp. 1539-1548, 2003

2002 

  1. Franz Franchetti, F. Kaltenberger and Christoph W. Ueberhuber
    FFT Kernels with FMA Utilization
    Proc. APLIMAT Conference, pp. 333-339, 2002

2001 

  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

2000 

  1. Franz Franchetti
    Short Vector FFTs
    Master thesis, Vienna University of Technology, 2000

Filtering/Convolution/Wavelet transforms 

2008 

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

2004 

  1. 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
  2. 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
  3. Aca Gacic
    Automatic Implementation and Platform Adaptation of Discrete Filtering and Wavelet Algorithms
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2004

2003 

  1. 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

General size libraries 

2014 

  1. B. Duff, J. Larkin, M. Franusich and Franz Franchetti
    Automatic Generation of 3-D FFTs
    submitted for publication

2011 

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

2010 

  1. Frédéric de Mesmay, Yevgen Voronenko and Markus Püschel
    Offline Library Adaptation Using Automatically Generated Heuristics
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 1-10, 2010
  2. Frédéric de Mesmay
    On the Computer Generation of Adaptive Numerical Libraries
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

  1. 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
  2. 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

2008 

  1. 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
  2. Yevgen Voronenko
    Library Generation for Linear Transforms
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2008
  3. 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

GPUs 

2012 

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

2010 

  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

GraphBLAS 

2016 

  1. 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

Hardware 

2016 

  1. Francois Serre and Markus Püschel
    Optimal Circuits for Streamed Linear Permutations using RAM
    Proc. FPGA, pp. 215-223, 2016

2014 

  1. Berkin Akin, James C. Hoe and Franz Franchetti
    HAMLeT: Hardware Accelerated Memory Layout Transform within 3D-stacked DRAM
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014
  2. 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

High assurance 

2017 

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

High performance 

2009 

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

Intellectual Property (IP) 

2014 

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

IP cores for FPGA/ASIC 

2016 

  1. Francois Serre and Markus Püschel
    Optimal Circuits for Streamed Linear Permutations using RAM
    Proc. FPGA, pp. 215-223, 2016
  2. 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

2012 

  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. Marcela Zuluaga, Peter A. Milder and Markus Püschel
    Computer Generation of Streaming Sorting Networks
    Proc. Design Automation Conference (DAC), pp. 1245-1253, 2012
  3. 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
  4. 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
  5. 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

2011 

  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

2010 

  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. 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
  3. 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
  4. 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

2009 

  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. 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
  3. 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

2008 

  1. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  2. 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
  3. 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
  4. 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

2007 

  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. 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
  3. Peter A. Milder, Franz Franchetti, James C. Hoe and Markus Püschel
    FFT Compiler: From Math to Efficient Hardware
    Proc. IEEE International High Level Design Validation and Test Workshop (HLDVT), 2007
  4. 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
  5. Yevgen Voronenko and Markus Püschel
    Multiplierless Multiple Constant Multiplication
    ACM Transactions on Algorithms, Vol. 3, No. 2, 2007
  6. 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
  7. Pranab Shenoy
    Universal FFT Core Generator
    Master thesis, Computer Science, Drexel University, 2007

2006 

  1. 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

2005 

  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

2004 

  1. 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
  2. Grace Nordin, James C. Hoe and Markus Püschel
    Discrete Fourier Transform IP Generator
    Proc. High Performance Extreme Computing (HPEC), 2004
  3. 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

2002 

  1. 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

2001 

  1. Peter Becker
    A High Speed VLSI Architecture for the Discrete Haar Wavelet Transform
    Master thesis, Electrical and Computer Engineering, Drexel University, 2001
  2. 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 

  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

LDPC codes 

2007 

  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

Learn the current Spiral system 

2012 

  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

2011 

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

2010 

  1. Frédéric de Mesmay, Yevgen Voronenko and Markus Püschel
    Offline Library Adaptation Using Automatically Generated Heuristics
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 1-10, 2010
  2. Frédéric de Mesmay
    On the Computer Generation of Adaptive Numerical Libraries
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

  1. 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
  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. 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

2008 

  1. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  2. 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
  3. 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
  4. 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
  5. Yevgen Voronenko
    Library Generation for Linear Transforms
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 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

2007 

  1. 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
  2. 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
  3. 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
  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

2006 

  1. 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
  2. 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
  3. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    FFT Program Generation for Shared Memory: SMP and Multicore
    Proc. Supercomputing (SC), 2006

2005 

  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. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Formal Loop Merging for Signal Transforms
    Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326 , 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

2004 

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

Linear algebra 

2016 

  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

2014 

  1. Daniele G. Spampinato and Markus Püschel
    A Basic Linear Algebra Compiler
    Proc. International Symposium on Code Generation and Optimization (CGO), pp. 23-32, 2014
  2. Nikolaos Kyrtatas
    A Basic Linear Algebra Compiler for Embedded Processors
    Master thesis, Computer Science, ETH Zurich, Switzerland, 2014

2010 

  1. Frédéric de Mesmay
    On the Computer Generation of Adaptive Numerical Libraries
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009
  2. 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

2008 

  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)
  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. 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

Locality optimization 

2014 

  1. 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

Logic-in-memory 

2011 

  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

Memory 

2015 

  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. H. E. Sumbul, K. Vaidyanathan, Qiuling Zhu, Franz Franchetti and Lawrence Pileggi
    A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
    Proc. Design Automation Conference (DAC), 2015
  3. Berkin Akin, Franz Franchetti and James C. Hoe
    Data Reorganization in Memory Using 3D-stacked DRAM
    Proc. International Symposium on Computer Architectur (ISCA), 2015
  4. 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
  5. 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
  6. Berkin Akin, Franz Franchetti and James C. Hoe
    To Reshape or Not To Reshape: HAMLeT Architecture for Parallel Data Reorganization in Memory
    IEEE Micro, Vol. 1, No. 1, pp. 99, 2015

2014 

  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. 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

Modeling 

2015 

  1. T. Ozturk, C. Stein, R. Pokharel, Thom Popovici, R. Suter, Franz Franchetti and Anthony Rollett
    Spectral Full-Field Deformation Modeling of Polycrystalline Materials
    submitted for publication

2014 

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

Monte Carlo 

2011 

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

Multibuffering 

2010 

  1. Srinivas Chellappa
    Computer Generation of Fourier Transform Libraries for Distributed Memory Architectures
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

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

Multidimensional DFT 

2007 

  1. 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
  2. Pranab Shenoy
    Universal FFT Core Generator
    Master thesis, Computer Science, Drexel University, 2007

2000 

  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

Multiplier block 

2007 

  1. Yevgen Voronenko and Markus Püschel
    Multiplierless Multiple Constant Multiplication
    ACM Transactions on Algorithms, Vol. 3, No. 2, 2007
  2. 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

2004 

  1. 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

Multiplierless 

2007 

  1. Yevgen Voronenko and Markus Püschel
    Multiplierless Multiple Constant Multiplication
    ACM Transactions on Algorithms, Vol. 3, No. 2, 2007
  2. 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

2004 

  1. 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
  2. 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
  3. 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

2003 

  1. 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
  2. Smarahara Misra
    Custom Reduction of Arithmetic in Multiplierless implementations of DSP Transforms
    Master thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2003

Multithreading 

2011 

  1. Christian Berger, Volodymyr Arbatov, Yevgen Voronenko, Franz Franchetti and Markus Püschel
    Real-Time Software Implementation of an IEEE 802.11a Baseband Receiver on Intel Multicore
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1693-1696 , 2011

2009 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Fast Fourier Transforms for the Cell Broadband Engine
    Proc. International Conference on Supercomputing (ICS), pp. 26-35, 2009
  2. 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. 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
  4. Daniel McFarlin, Franz Franchetti, José M. F. Moura and Markus Püschel
    High Performance Synthetic Aperture Radar Image Formation On Commodity Architectures
    Proc. SPIE Conference on Defense, Security, and Sensing, Proceedings of SPIE, Vol. 7337, pp. 733708, 2009

2008 

  1. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  2. 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
  3. Yevgen Voronenko
    Library Generation for Linear Transforms
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2008

2006 

  1. 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
  2. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    FFT Program Generation for Shared Memory: SMP and Multicore
    Proc. Supercomputing (SC), 2006

2004 

  1. Jeremy Johnson and Kang Chen
    A Self-Adapting Distributed Memory Package for Fast Signal Transforms
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 44-, 2004

2002 

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

Numerical kernels we consider 

2014 

  1. Daniele G. Spampinato and Markus Püschel
    A Basic Linear Algebra Compiler
    Proc. International Symposium on Code Generation and Optimization (CGO), pp. 23-32, 2014

2010 

  1. Frédéric de Mesmay
    On the Computer Generation of Adaptive Numerical Libraries
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

  1. 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
  2. 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
  3. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009

2007 

  1. Yevgen Voronenko and Markus Püschel
    Multiplierless Multiple Constant Multiplication
    ACM Transactions on Algorithms, Vol. 3, No. 2, 2007

2006 

  1. 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

2005 

  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
  2. 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
  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

2004 

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

OFDM 

2012 

  1. 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

2011 

  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

2010 

  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. 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
  3. 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
  4. 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

2009 

  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. 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

Optimizing 

2016 

  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

2015 

  1. Thom Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly and Franz Franchetti
    Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
    Proc. Workshop on Compilers for Parallel Computing (CPC), 2015
  2. 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

2014 

  1. 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
  2. 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

Parallel processing 

2015 

  1. Berkin Akin, Franz Franchetti and James C. Hoe
    To Reshape or Not To Reshape: HAMLeT Architecture for Parallel Data Reorganization in Memory
    IEEE Micro, Vol. 1, No. 1, pp. 99, 2015

2011 

  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

2010 

  1. Srinivas Chellappa
    Computer Generation of Fourier Transform Libraries for Distributed Memory Architectures
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 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

2009 

  1. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  2. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    High Performance Linear Transform Program Generation for the Cell BE
    Proc. High Performance Extreme Computing (HPEC), 2009
  3. Daniel McFarlin, Franz Franchetti, José M. F. Moura and Markus Püschel
    High Performance Synthetic Aperture Radar Image Formation On Commodity Architectures
    Proc. SPIE Conference on Defense, Security, and Sensing, Proceedings of SPIE, Vol. 7337, pp. 733708, 2009
  4. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009

2002 

  1. Kang Chen
    A Prototypical Self-Optimizing Package for Parallel Implementation of Fast Signal Transforms
    Master thesis, Computer Science, Drexel University, 2002

Performance analysis 

2014 

  1. 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

Performance model 

2014 

  1. 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
  2. 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

2009 

  1. 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
  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

2008 

  1. 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

2007 

  1. 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

Performance portable 

2003 

  1. Franz Franchetti
    Performance Portable Short Vector Transforms
    PhD. thesis, Vienna University of Technology, 2003

Power systems 

2013 

  1. Q. Li, Tao Cui, Yang Weng, Rohit Negi, Franz Franchetti and Marija Ilic
    An Information-Theoretic Approach to PMU Placement in Electric Power Systems
    IEEE Transactions on Smart Grid, Vol. 4, No. 1, pp. 446-456, 2013
  2. Tao Cui and Franz Franchetti
    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
  3. Cory Thoma, Tao Cui and Franz Franchetti
    Privacy Preserving Smart Meter System Based Retail Level Electricity Market
    Proc. IEEE Power and Energy Society General Meeting (PES-GM), 2013

2012 

  1. 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

2011 

  1. Tao Cui and Franz Franchetti
    A Multi-core High Performance Computing Framework for Distribution Power Flow
    Proc. North American Power Symposium (NAPS), 2011

Quadcopter 

2017 

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

Roofline model 

2014 

  1. 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
  2. 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

Search/Learning for optimization 

2016 

  1. 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

2013 

  1. 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
  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

2012 

  1. 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

2010 

  1. Frédéric de Mesmay, Yevgen Voronenko and Markus Püschel
    Offline Library Adaptation Using Automatically Generated Heuristics
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 1-10, 2010
  2. Frédéric de Mesmay
    On the Computer Generation of Adaptive Numerical Libraries
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2010

2009 

  1. 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

2002 

  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

2001 

  1. Bryan Singer
    Automating the Modeling and Optimization of the Performance of Signal Processing Algorithms
    PhD. thesis, Computer Science, Carnegie Mellon University, 2001
  2. Bryan Singer and Manuela Veloso
    Learning to Generate Fast Signal Processing Implementations
    Proc. International Conference on Machine Learning (ICML), pp. 529-536, 2001
  3. Bryan Singer and Manuela Veloso
    Stochastic Search for Signal Processing Algorithm Optimization
    Proc. Supercomputing (SC), pp. 22, 2001

2000 

  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. 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

Security 

2014 

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

Short vector 

2003 

  1. Franz Franchetti
    Performance Portable Short Vector Transforms
    PhD. thesis, Vienna University of Technology, 2003

2000 

  1. Franz Franchetti
    Short Vector FFTs
    Master thesis, Vienna University of Technology, 2000

SIMD vectorization 

2016 

  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

2014 

  1. Daniele G. Spampinato and Markus Püschel
    A Basic Linear Algebra Compiler
    Proc. International Symposium on Code Generation and Optimization (CGO), pp. 23-32, 2014
  2. Nikolaos Kyrtatas
    A Basic Linear Algebra Compiler for Embedded Processors
    Master thesis, Computer Science, ETH Zurich, Switzerland, 2014
  3. 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

2013 

  1. Tom Henretty, Richard Veras, Franz Franchetti, Louis-Noël Pouchet, J. Ramanujam and P. Sadayappan
    A Stencil Compiler for Short-Vector SIMD Architectures
    Proc. ACM International Conference on Supercomputing , pp. 13-24, 2013
  2. Jörn Schumacher
    High Performance Sparse Fast Fourier Transform
    Master thesis, Computer Science, ETH Zurich, Switzerland, 2013

2011 

  1. 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
  2. Franz Franchetti and Markus Püschel
    Fast Fourier Transform
    in Encyclopedia of Parallel Computing, Eds. David Padua, Springer 2011
  3. 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
  4. Markus Püschel, Franz Franchetti and Yevgen Voronenko
    Spiral
    in Encyclopedia of Parallel Computing, Eds. David Padua, pp. 1920-1933, Springer 2011

2010 

  1. 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

2009 

  1. 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
  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. 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
  4. Daniel McFarlin, Franz Franchetti, José M. F. Moura and Markus Püschel
    High Performance Synthetic Aperture Radar Image Formation On Commodity Architectures
    Proc. SPIE Conference on Defense, Security, and Sensing, Proceedings of SPIE, Vol. 7337, pp. 733708, 2009
  5. Franz Franchetti, Frédéric de Mesmay, Daniel McFarlin and Markus Püschel
    Operator Language: A Program Generation Framework for Fast Kernels
    Proc. IFIP Working Conference on Domain Specific Languages (DSL WC), Lecture Notes in Computer Science, Springer, Vol. 5658, pp. 385-410, 2009

2008 

  1. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  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. Yevgen Voronenko
    Library Generation for Linear Transforms
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2008
  4. 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

2007 

  1. 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

2006 

  1. 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
  2. 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

2005 

  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

2003 

  1. 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
  2. Franz Franchetti and Markus Püschel
    Short Vector Code Generation for the Discrete Fourier Transform
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), 2003
  3. 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

2002 

  1. Franz Franchetti and Markus Püschel
    A SIMD Vectorizing Compiler for Digital Signal Processing Algorithms
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 20-26, 2002

Simulation 

2015 

  1. Qi Guo, Tsuhan 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, 2015

Smart grid 

2013 

  1. Tao Cui and Franz Franchetti
    A Quasi-Monte Carlo Approach for Radial Distribution System Probabilistic Load Flow
    Proc. IEEE Innovative Smart Grid Technology Conference, 2013
  2. 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

Software defined radio (SDR) 

2011 

  1. Christian Berger, Volodymyr Arbatov, Yevgen Voronenko, Franz Franchetti and Markus Püschel
    Real-Time Software Implementation of an IEEE 802.11a Baseband Receiver on Intel Multicore
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1693-1696 , 2011

2010 

  1. 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

Sorting 

2016 

  1. Francois Serre and Markus Püschel
    Optimal Circuits for Streamed Linear Permutations using RAM
    Proc. FPGA, pp. 215-223, 2016
  2. 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

2012 

  1. Marcela Zuluaga, Peter A. Milder and Markus Püschel
    Computer Generation of Streaming Sorting Networks
    Proc. Design Automation Conference (DAC), pp. 1245-1253, 2012

2005 

  1. 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

2004 

  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

SPIRAL 

2017 

  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

2015 

  1. Thom Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly and Franz Franchetti
    Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
    Proc. Workshop on Compilers for Parallel Computing (CPC), 2015

2010 

  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

Spiral overview paper 

2014 

  1. Franz Franchetti, Aliaksei Sandryhaila and Jeremy Johnson
    High Assurance SPIRAL
    Proc. SPIE, Proceedings of SPIE 2014, 2014

2011 

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

2009 

  1. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  2. Franz Franchetti, 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

2008 

  1. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  2. 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
  3. 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

2005 

  1. 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

2004 

  1. 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

2001 

  1. 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

SPIRAL program generation system for transforms 

2015 

  1. Thom Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly and Franz Franchetti
    Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), 2015

2011 

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

2009 

  1. 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
  2. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Computer Generation of Fast Fourier Transforms for the Cell Broadband Engine
    Proc. International Conference on Supercomputing (ICS), pp. 26-35, 2009
  3. Franz Franchetti, Markus Püschel, Yevgen Voronenko, Srinivas Chellappa and José M. F. Moura
    Discrete Fourier Transform on Multicores: Algorithms and Automatic Implementation
    IEEE Signal Processing Magazine, special issue on ``Signal Processing on Platforms with Multiple Cores'', Vol. 26, No. 6, pp. 90-102, 2009
  4. Franz Franchetti and Markus Püschel
    Generating High-Performance Pruned FFT Implementations
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 549-552, 2009

2008 

  1. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  2. 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
  3. 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

2007 

  1. 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

2006 

  1. 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
  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. 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

2005 

  1. 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
  2. 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

2004 

  1. 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

2003 

  1. Markus Püschel and José M. F. Moura
    SPIRAL: An Overview
    Proc. Workshop on Optimizations for DSP and Embedded Systems (ODES), 2003

2002 

  1. Markus Püschel and José M. F. Moura
    Generation and Manipulation of DSP Transform Algorithms
    Proc. Digital Signal Processing Workshop, 2002
  2. 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

2001 

  1. 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
  2. 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

2000 

  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

SPL compiler: Translating math into code 

2013 

  1. 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

2011 

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

2008 

  1. 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

2007 

  1. 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
  2. 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

2005 

  1. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Formal Loop Merging for Signal Transforms
    Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326 , 2005

2004 

  1. 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

2003 

  1. 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

2002 

  1. Franz Franchetti and Markus Püschel
    A SIMD Vectorizing Compiler for Digital Signal Processing Algorithms
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 20-26, 2002

2001 

  1. 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
  2. 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

Split fabrication 

2014 

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

Staging 

2014 

  1. 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

2013 

  1. 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

Statistics 

2015 

  1. Qi Guo, Tsuhan 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, 2015

Streaming permutations 

2016 

  1. Francois Serre and Markus Püschel
    Optimal Circuits for Streamed Linear Permutations using RAM
    Proc. FPGA, pp. 215-223, 2016
  2. 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

2010 

  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

2009 

  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. 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

Synthesis 

2016 

  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

2015 

  1. 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

2014 

  1. Daniele G. Spampinato and Markus Püschel
    A Basic Linear Algebra Compiler
    Proc. International Symposium on Code Generation and Optimization (CGO), pp. 23-32, 2014

2013 

  1. 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

Transform 

2014 

  1. Berkin Akin, James C. Hoe and Franz Franchetti
    HAMLeT: Hardware Accelerated Memory Layout Transform within 3D-stacked DRAM
    Proc. IEEE High Performance Extreme Computing (HPEC), 2014

2009 

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

2008 

  1. Srinivas Chellappa, Franz Franchetti and Markus Püschel
    Automatic Linear Transform Program Generation for the Cell BE
    Proc. Supercomputing (SC), 2008, Poster (Abstract reviewed)

2005 

  1. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Loop Merging for Signal Transforms
    Proc. Programming Languages Design and Implementation (PLDI), pp. 315-326, 2005

2003 

  1. Franz Franchetti
    Performance Portable Short Vector Transforms
    PhD. thesis, Vienna University of Technology, 2003

Tutorial 

2011 

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

2008 

  1. 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

Walsh-Hadamard transform 

2008 

  1. Franz Franchetti, Yevgen Voronenko, Peter A. Milder, Srinivas Chellappa, Marek Telgarsky, Hao Shen, Paolo D'Alberto, Frédéric de Mesmay, James C. Hoe, José M. F. Moura and Markus Püschel
    Domain-Specific Library Generation for Parallel Software and Hardware Platforms
    Proc. NSF Next Generation Software Program Workshop (NSFNGS) colocated with IPDPS, 2008
  2. 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

2007 

  1. 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

2006 

  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

2005 

  1. 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

2004 

  1. Jeremy Johnson and Kang Chen
    A Self-Adapting Distributed Memory Package for Fast Signal Transforms
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 44-, 2004

2002 

  1. Kang Chen
    A Prototypical Self-Optimizing Package for Parallel Implementation of Fast Signal Transforms
    Master thesis, Computer Science, Drexel University, 2002
  2. Kang Chen and Jeremy Johnson
    A Prototypical Self-Optimizing Package for Parallel Implementation of Fast Signal Transforms
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 58-63, 2002
  3. 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

2001 

  1. 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

2000 

  1. 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

Wavelet Transform 

2001 

  1. Peter Becker
    A High Speed VLSI Architecture for the Discrete Haar Wavelet Transform
    Master thesis, Electrical and Computer Engineering, Drexel University, 2001

(No keyword) 

2016 

  1. Richard Veras, Tze-Meng Low and Franz Franchetti
    A Scale-Free Structure for Power-Law Graphs
    Proc. High Performance Extreme Computing (HPEC), pp. 1-7, 2016

2015 

  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 Geer Position from Acoustic Data
    Proc. International Conference on Digital Signal Processing (DSP), 2015

2014 

  1. 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
  2. Vadim Zaliva and Franz Franchetti
    Barometric and GPS Altitude Sensor Fusion
    Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2014

2013 

  1. Qiuling Zhu, Berkin Akin, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
    Proc. IEEE International 3D Systems Integration Conference (3DIC), pp. 1-7, 2013
  2. Qiuling Zhu, H. E. Sumbul, F. Sadi, James C. Hoe, Lawrence Pileggi and Franz Franchetti
    Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
    Proc. High Performance Extreme Computing (HPEC), pp. 1-6, 2013
  3. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    A Smart Memory Accelerated Computed Tomography Parallel Backprojection
    in FIP AICT 418, pp. 21-44 2013
  4. Tao Cui and Franz Franchetti
    A Software Performance Engineering Aproach to Fast Transmission Probabilistic Load Flow
    IEEE PES General Meeting, 2013
  5. Benjamin Hess
    Automatic Refactoring: Locality Friendly Interface Enhancements for Numerical Functions
    Master thesis, Computer Science, ETH Zurich, Switzerland, 2013
  6. 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

2012 

  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. 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
  4. Qiuling Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, Lawrence Pileggi and Franz Franchetti
    Design Automation Framwork for Application-Specific Logic-in-Memory Blocks
    Proc. IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), pp. 125-132, 2012
  5. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Highly Efficient Performance Portable Tracking of Evolving Surfaces
    Proc. International Parallel and Distributed Processing Symposium (IPDPS), pp. 296-307, 2012
  6. 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
  7. Tao Cui and Franz Franchetti
    Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
    Proc. IEEE High Performance Extreme Computing (HPEC), 2012
  8. 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
  9. Qiuling Zhu, Lawrence Pileggi and Franz Franchetti
    Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
    Proc. SRC TECHCON, 2012

2011 

  1. Tao Cui and Franz Franchetti
    Autotuning a Random Walk Boolean Satisfiability Solver
    Proc. International Workshop on Automatic Performance Tuning (iWAPT), 2011
  2. 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
  3. 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

2010 

  1. W. Yu, Franz Franchetti, James C. Hoe and Tsuhan Chen
    Fast and Robust Active Contours for Image Segmentation
    Proc. IEEE International Conference on Image Processing (ICIP), 2010
  2. 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
  3. 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

2008 

  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

2007 

  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

2006 

  1. Franz Franchetti, Yevgen Voronenko and Markus Püschel
    Spiral: Generating Signal Processing Kernels for New Commodity Architectures
    Proc. EDGE Workshop, pp. D49-D50, 2006

2003 

  1. 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
  2. Franz Franchetti
    Top Performance in Signal Processing
    Proc. International Workshop on Numerical and Symbolic Scientific Computing, 2003

2002 

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