Publications

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bibtex list 

Algebraic 

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

Algorithm 

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

Algorithm theory and analysis 

  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

Bandwidth 

  1. Thom Popovici, Tze-Meng Low and Franz Franchetti
    Large Bandwidth-Efficient FFTs on Multicore and Multi-Socket Systems
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE, 2018

Code generator 

  1. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018

Coding/Decoding 

  1. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018

Discrete/fast Fourier transform 

  1. Thom Popovici, Martin Schatz, Franz Franchetti and Tze-Meng Low
    A Flexible Framework for Parallel Multi-Dimensional DFTs
    arXiv (Technical Report), 2019

Edge-centric 

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

Exascale 

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

Fast Fourier Transform 

  1. Thom Popovici
    An Approach to Specifying and Automatically Optimizing Fourier Transform Based Operations
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2018
  2. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018
  3. Thom Popovici, Tze-Meng Low and Franz Franchetti
    Large Bandwidth-Efficient FFTs on Multicore and Multi-Socket Systems
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE, 2018
  4. 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
  5. 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

FFT 

  1. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solvers for Exascale: FFTX and SpectralPACK
    Exascale Computing Project (ECP) Annual Meeting, 2019
  2. Thom Popovici
    An Approach to Specifying and Automatically Optimizing Fourier Transform Based Operations
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2018
  3. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018

FFTX 

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

Graph-algorithms 

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

Graphs 

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

High performance 

  1. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Thom Popovici, Tze-Meng Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFTX and SpectralPack: A First Look
    Proc. IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018
  2. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018
  3. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018

K-truss 

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

Linear algebra 

  1. Tze-Meng Low, Daniele G. Spampinato, A. Kutuluru, U. Sridhar, Thom Popovici, Franz Franchetti and S. McMillan
    Linear Algebraic Formulation of Edge-centric K-truss Algorithms with Adjacency Matrices
    Proc. High Performance Extreme Computing (HPEC), 2018
  2. Tze-Meng Low, Varun Rao, Matthew Lee, Thom Popovici, Franz Franchetti and S. McMillan
    First Look: Linear Algebra-based Triangle Counting Without Matrix Multiplication
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-6, 2017

Modeling 

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

Multicore Systems 

  1. Thom Popovici, Tze-Meng Low and Franz Franchetti
    Large Bandwidth-Efficient FFTs on Multicore and Multi-Socket Systems
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), IEEE, 2018

Multidimensional DFT 

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

Numerical kernels we consider 

  1. Thom Popovici, Franz Franchetti and Tze-Meng Low
    Mixed Data Layout Kernels for Vectorized Complex Arithmetic
    Proc. High Performance Extreme Computing (HPEC), IEEE, pp. 1-7, 2017

Optimizing 

  1. Thom Popovici
    An Approach to Specifying and Automatically Optimizing Fourier Transform Based Operations
    PhD. thesis, Electrical and Computer Engineering, Carnegie Mellon University, 2018
  2. 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
  3. 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
  4. 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

Parallel processing 

  1. Thom Popovici, Martin Schatz, Franz Franchetti and Tze-Meng Low
    A Flexible Framework for Parallel Multi-Dimensional DFTs
    arXiv (Technical Report), 2019

Portability 

  1. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018

SpectralPACK 

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

SPIRAL 

  1. Franz Franchetti, Daniele G. Spampinato, Anuva Kulkarni, Tze-Meng Low, M. Franusich, Thom Popovici, A. Canning, P. McCorquodale, B. Van Straalen and P. Colella
    FFT and Solvers for Exascale: FFTX and SpectralPACK
    Exascale Computing Project (ECP) Annual Meeting, 2019
  2. Franz Franchetti, Tze-Meng Low, Thom Popovici, Richard Veras, Daniele G. Spampinato, Jeremy Johnson, Markus Püschel, James C. Hoe and José M. F. Moura
    SPIRAL: Extreme Performance Portability
    Proceedings of the IEEE, special issue on ``From High Level Specification to High Performance Code'', Vol. 106, No. 11, 2018
  3. 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

SPIRAL program generation system for transforms 

  1. Thom Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly and Franz Franchetti
    Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
    Proc. IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2015
Publication interface designed and implemented by Patra Pantupat, Aliaksei Sandryhaila, and Markus Püschel
Electrical and Computer Engineering, Carnegie Mellon University, 2007