book chapters | journal papers | conference papers | other technical papers | patents | theses
Book Chapters
- Q. Zhu, L. Pileggi, F. Franchetti
A Smart Memory Accelerated Computed Tomography Parallel Backprojection
VLSI-SoC 2012: From Algorithms to Circuits and System-on-Chip Design,
A. Burg, A. Coskun, M. Guthaus, S. Katkoori, R. Reis (Editors)
IFIP Advances in Information and Communication Technology, Vol. 418, pp. 21-44, Springer, 2013.
- M. Püschel, F. Franchetti, Y. Voronenko
Spiral
Encyclopedia of Parallel Computing, D. A. Padua (Editor).
- F. Franchetti, M. Püschel
Fast Fourier Transform
Encyclopedia of Parallel Computing, D. A. Padua (Editor).
book chapters | journal papers | conference papers | other technical papers | patents | theses
Journal Papers
- D. T. Popovici, M. D. Schatz, F. Franchetti, T. M. Low
A Flexible Framework for Multi-Dimensional DFTs
SIAM Journal on Scientific Computing (SISC), Software and High-Performance Computing, 2020.
- F. Franchetti, T. M. Low, D. T. Popovici, R. M. Veras, D. G. Spampinato, J. R. Johnson, M. Püschel, J. C. Hoe, J. M. F. Moura
SPIRAL: Extreme Performance Portability
Proceedings of the IEEE, Vol. 106, No. 11, 2018.
Special Issue on From High Level Specification to High Performance Code
- F. Franchetti, J. M. F. Moura, D. A. Padua, J. Dongarra
Scanning the Issue: From High-Level Specification to High-Performance Code
Proceedings of the IEEE, Vol. 106, No. 11, 2018.
Special Issue on From High Level Specification to High Performance Code
- F. Franchetti, T. M. Low, S. Mitsch, J. P. Mendoza, L. Gui, A. Phaosawasdi, D. Padua, S. Kar, J. M. F. Moura, M. Franusich, J. Johnson, A. Platzer, and M. Veloso
High-Assurance SPIRAL: End-to-End Guarantees for Robot and Car Control
IEEE Control Systems Magazine, 2017, pages 82-103.
- M. Bolten, F. Franchetti, P. Kelly, C. Lengauer, M. Mohr
Algebraic Description and Automatic Generation of Multigrid Methods in SPIRAL
Concurrency and Computation: Practice and Experience, 2017.
- B. Akin, F. Franchetti, J. Hoe
HAMLeT Architecture for Parallel Data Reorganization in Memory
IEEE Micro, 36(1), 14-23, 2016.
- Q. Guo, T. Chen, Y. Chen, F. Franchetti
Accelerating Architectural Simulation Via Statistical Techniques: A Survey
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 35(3), 433-446, 2016.
- M. M. Sabry Aly, M. Gao, G. Hills, C.-S. Lee, G. Pitner, M. M. Shulaker, T. F. Wu, M. Asheghi, J. Bokor, F. Franchetti, K. E. Goodson, C. Kozyrakis, I. Markov, K. Olukoton, L. Pileggi, E. Pop, J. Rabaey, C. Re, H.-S. Wong, S. Mitra.
Energy-Efficient Abundant-Data Computing: The N3XT 1,000x
Computer, 48(12), 24-33, 2015.
- B.. Akin, F. Franchetti, J. C. Hoe
FFTs with Near-Optimal Memory Access Through Block Data Layouts: Algorithm, Architecture and Design Automation
Journal of Signal Processing Systems, Springer, 2015.
- Q. Li, T. Cui, Y. Weng, R. Negi, F. Franchetti, M. D. 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.
- P. A. Milder, F. Franchetti, J. C. Hoe, and M. Püschel
Computer Generation of Hardware for
Linear Digital Signal Processing Transforms
ACM Transactions on Design Automation of Electronic Systems,17(2), Article 15, 2012.
ACM TODAES Best Paper Award 2014
- Q. Zhu, C. R. Berger, E. L. Turner, L. Pileggi, and F. Franchetti:
Local Interpolation-based Polar Format SAR: Algorithm, Hardware Implementation and Design Automation
The Journal of Signal Processing Systems, 2012.
- W. Yu, T. Chen, F. Franchetti, and J. Hoe
High Performance Stereo Vision Designed for
Massively Data Parallel Platforms
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT),
20(11):1509-1519, Nov 2010.
- F. Franchetti, Y. Voronenko, S. Chellappa, J. M. F. Moura, and M. Püschel
Discrete Fourier Transform on Multicores:
Algorithms and Automatic Implementation
IEEE Signal Processing Magazine, special issue on “Signal Processing on
Platforms with Multiple Cores”, 2009.
- B. R. de Supinski, M. Schulz, V. V. Bulatov, W. Cabot, B. Chan, A. W. Cook, E. W. Draeger, J. N. Glosli, J. A. Greenough, K. Henderson, A. Kubota, S. Louis, B. J. Miller, M. V. Patel, T. E. Spelce, F. H. Streitz, P. L. Williams, R. K. Yates, A. Yoo, G. Almasi, G. Bhanot, A. Gara, J. A. Gunnels, M. Gupta, J. Moreira, J. Sexton, B. Walkup, C. Archer, F. Gygi, T. C. Germann, K. Kadau, P. S. Lomdahl, W. McLendon, B. Hendrickson, F. Franchetti, S. Kral, J. Lorenz, C. W. Ueberhuber, E. Chow, Ü. Çatalyürek
BlueGene/L
Applications: Parallelism on a Massive Scale
International Journal of High Performance Computing Applications, Vol. 22, No. 1, 2008,
pages 33-51.
- J. Lorenz, S. Kral, F. Franchetti, C. W. Ueberhuber
Vectorization Techniques for the Blue Gene/L double FPU
IBM Journal of Research and Development, Vol. 49, No. 2/3, 2005, pages 437-446.
- F. Franchetti, S. Kral, J. Lorenz, C. W. Ueberhuber
Efficient Utilization of SIMD Extensions
Proceedings
of the IEEE Special Issue on "Program Generation, Optimization, and
Adaptation," Vol. 93, No. 2, 2005, pages 409-425.
- M. Püschel, J. Moura, J. Johnson, D. Padua, M. Veloso, B. Singer, J. Xiong,
F. Franchetti, A. Gacic, Y. Voronenko, K. Chen, R. W. Johnson, N. Rizzolo
SPIRAL: Code Generation for DSP Transforms
Proceedings of the IEEE Special Issue on "Program Generation, Optimization, and Adaptation," Vol. 93, No. 2, 2005, pages 232-275.
book chapters | journal papers | conference papers | other technical papers | patents | theses
Conference Papers (Fully Reviewed)
- E. Tang, J. Hoe, F. Franchetti
Magic Memory: A Memory-Centric Declarative Programming Paradigm to Enable High Productivity on Heterogeneous Systems
SRC TECHCON 2024
- D. B. Cousins, Y. Polyakov, A. A. Badawi, M. French, A. Schmidt, A. Jacob, B. Reynwar, K. Canida, A. Jaiswal, C. Mathew, A. Ebel, N. Neda, B. Reagen, N. Zhang, F. Franchetti, P. Brinich, J. Johnson, M. Franusich, B. Zhang, Z. Chang, M. Pedram.
TREBUCHET Fully Homomorphic Encryption Accelerator: Phase Two Performance Estimation Results
GOMACTech 2024
- S. Rao, M. A. H. Monil, H. Mankad, J. Vetter, F. Franchetti
FFTX-IRIS: Towards Performance Portability and Heterogeneity for SPIRAL Generated Code
Proceedings of the Supercomputing Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC), 2023
- H. Mankad, S. Rao, P. Colella, B. van Straalen, F. Franchetti
ProtoX: A First Look
IEEE High Performance Extreme Computing Conference (HPEC), 2023
- N. Zhang, A. Ebel, N. Neda, P. Brinich, B. Reynwar, A. G. Schmidt, M. Franusich, J. Johnson, B.
Reagen, F. Franchetti
Generating High-Performance Number Theoretic Tansform Implementations for Vector Architectures
IEEE High Performance Extreme Computing Conference (HPEC), 2023
- D. Sun, N. Zhang, F. Franchetti
Optimization and Performance Analysis of Shor's Algorithm in Qiskit
IEEE High Performance Extreme Computing Conference (HPEC), 2023
- B. Van Straalen, P. Colella, F. Franchetti, P. Broderick
FFTX: Next-Generation Open-Source Software for Fast Fourier Transforms
Exascale Computing Project Annual Meeting (ECPAM), 2023
- L. Tang, S. Chen, K. Harisrikanth, G. Xu, K. Mai, F. Franchetti
A High Throughput Hardware Accelerator for FFTW Codelets: A First Look
IEEE High Performance Extreme Computing Conference (HPEC), 2022
- A. Kulkarni, J. Kovacevic, F. Franchetti
A Framework for Low Communication Approaches for Large Scale 3D Convolution
International Conference on Parallel Processing (ICPP), 2022
- J. Rivera, F. Franchetti, M. Püschel
A Compiler for Sound Floating-Point Computations using Affine Arithmetic
International Symposium on Code Generation and Optimization (CGO), 2022
- S. Mionis, F. Franchetti, J. Larkin
Optimized Quantum Circuit Generation with SPIRAL
IEEE High Performance Extreme Computing Conference (HPEC), 2021
Outstanding Student Paper Award
- P. Oostema, F. Franchetti
Leveraging High Dimensional Spatial Graph Embedding as a Heuristic for Graph Algorithms
IEEE Workshop on Parallel / Distributed Combinatorics and Optimization (PDCO), 2021
- N. Kitai, D. Takahashi, F. Franchetti, T. Katagiri, S. Ohshima, T. Nagai
An Auto-tuning with Adaptation of A64 Scalable Vector Extension for SPIRAL
International Workshop on Automatic Performance Tuning (iWAPT), 2021
- N. Kitai, D. Takahasi, F. Franchetti, T. Katagiri, S. Ohshima, T. Nagai
Adaptation of A64 Scalable Vector Extension for Spiral
SIGHPC High Performance Computing Conference (HPCC), Japan, 2021
- J. Rivera, F. Franchetti, M. Püschel
An Interval Compiler for Sound Floating Point Computations
International Symposium on Code Generation and Optimization (CGO), 2021
- S. Rao, A. Kutuluru, P. Brouwer, S. McMillan, F. Franchetti
GBTLX: A First Look
IEEE High Performance Extreme Computing Conference (HPEC), 2020
Outstanding Student Paper Award
- V. Zaliva, I. Zaichuk, F. Franchetti
Verified Translation Between Purely Functional and Imperative Domain Specific Languages in HELIX
12th Working Conference on Verified Software: Theories, Tools, and Experiments (VSTTE), 2020
- J. Zhang, Y. Lu, D. G. Spampinato, F. Franchetti
FESIA: A Fast and Efficient Set Intersection Approach on Modern CPUs
IEEE International Conference on Data Engineering (ICDE), 2020 [video]
- A. Kulkarni, J. Kovacevic, F. Franchetti
Massive Scaling of MASSIF: Algorithm Development and Analysis for Simulation on GPUs
Proceedings of the Platform for Advanced Scientific Computing (PASC), 2020. Association for Computing Machinery, New York, NY, Article 13, 1-10.
- D. Takahashi, F. Franchetti
FFTE on SVE: SPIRAL-Generated Kernels
International Conference on High Performance Computing in Asia-Pacific Region (HPCAsia), January 2020, pp. 114-122
- F. Sadi, J. Sweeney, T. M. Low, J. C. Hoe, L. Pileggi, F. Franchetti
Efficient SpMV Operation for Large and Highly Sparse Matrices Using Scalable Multi-way Merge Parallelization
IEEE/ACM International Symposium on Microarchitecture (MICRO), 2019
- F. Franchetti, D. G. Spampinato, A. Kulkarni, D. T. Popovici, T. M. Low, M. Franusich, A. Canning, P. McCorquodale, B. Van Straalen, P. Colella
FFTX and SpectralPack: A First Look
IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC), 2018
- V. Zaliva, F. Franchetti
HELIX: A Case Study of a Formal Verification of High Performance Program Generation
Workshop on Functional High Performance Computing (FHPC), 2018
- V. Ruzicka, F. Franchetti
Fast and Accurate Object Detection in High Resolution 4K and 8K Video Using GPUs
IEEE High Performance Extreme Computing Conference (HPEC), 2018
Best Paper Finalist
- F. Sadi, J. Sweeney, S. McMillan, T. M. Low, J. C. Hoe, L. Pileggi, F. Franchetti
PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
IEEE High Performance Extreme Computing Conference (HPEC), 2018
Student Innovation Award
- J. Zhang, D. G. Spampinato, S. McMillan, F. Franchetti
Preliminary Exploration on Large-Scale Triangle Counting in Shared-Memory Multicore System
IEEE High Performance Extreme Computing Conference (HPEC), 2018
MIT GraphChallenge Finalist
- T. M. Low, D. G. Spampinato, A. Kutuluru, U. Sridhar, D. T. Popovici, F. Franchetti, S. McMillan
Linear Algebraic Formulation of Edge-Centric K-truss Algorithms with Adjacency Matrices
IEEE High Performance Extreme Computing Conference (HPEC), 2018
MIT GraphChallenge Finalist
- J. Zhang, F. Franchetti, T. M. Low
High Performance Zero-Memory Overhead Direct Convolutions
International Conference on Machine Learning (ICML), 2018
- D. T. Popovici, T. M. Low, F. Franchetti
Large Bandwidth-Efficient FFTs on Multicore and Multi-Socket Systems
IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2018
- H. V. Koops, K. Garg, M. Kim, J. Li, A. Volk, F. Franchetti
Multirotor UAV State Prediction Through Multi-microphone Side-Channel Fusion
IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI), 2017
- R. M. Veras, F. Franchetti
A Scale-Free Structure for Real World Networks
IEEE High Performance Extreme Computing Conference (HPEC), 2017
- F. Sadi, L. Pileggi, F. Franchetti
Algorithm and Harware Co-optimized Solution for Large SpMV Problems
IEEE High Performance Extreme Computing Conference (HPEC), 2017
- D. T. Popovici, F. Franchetti, T. M. Low
Mixed Data Layout Kernels for Vectorized Complex Arithmetic
IEEE High Performance Extreme Computing Conference (HPEC), 2017
- T. M. Low, V. N. Rao, M. Lee, D. Popovici, F. Franchetti, S. McMillan
First Look: Linear Algebra-based Triangle Counting without Matrix Multiplication
IEEE High Performance Extreme Computing (HPEC), 2017
- T. M. Low, F. Franchetti
High Assurance Code Generation for Cyber-Physical Systems
Proceedings of the 18th IEEE International Symposium on High Assurance Systems Engineering (HASE 2017), Jan 2017
- J. A. Deri, F. Franchetti, J. M. F. Moura
Big Data Computation of Taxi Movement in New York City
IEEE International Conference on Big Data (IEEE BigData), 2016
- J. Kepner, P. Aaltonen, D. Bader, A. Buluc, F. Franchetti, J. Gilbert, D. Hutchison, M. Kumar, A. Lumsdaine,
H. Meyerhenke, S. McMillan, J. Moreira, J. D. Owens, C. Yang, M. Zalewski, T. Mattson
Mathematical Foundations of the GraphBLAS
IEEE High Performance Extreme Computing Conference (HPEC), 2016
- R. Veras, T. M. Low, F. Franchetti
A Scale-Free Structure for Power-Law Graphs
IEEE High Performance Extreme Computing Conference (HPEC), 2016
- Q. Guo, T. M. Low, N. Alachiotis, B. Akin, L. Pileggi, J. C. Hoe, F. Franchetti
Enabling Portable Energy Efficiency with Memory Accelerated Library
48th IEEE/ACM International Symposium on Microarchitecture (MICRO-48), 2015
- T. M. Low, Q. Guo, F. Franchetti
Optimizing Space Time Adaptive Processing Through Accelerating Memory-Bounded Operations
IEEE High Performance Extreme Computing Conference (HPEC), 2015
- H. V. Koops, F. Franchetti
An Ensemble Technique for Estimating Vehicle Speed and Gear Position from Acoustic Data
Proceedings of the 20th International Conference on Digital Signal Processing (DSP), 2015
- B. Akin, F. Franchetti, J. C. Hoe
Data Reorganization in Memory Using 3D-stacked DRAM
42nd International Symposium on Computer Architecture (ISCA), 2015
- H. E. Sumbul, K. Vaidyanathan, Q. Zhu, F. Franchetti, L. Pileggi
A Synthesis Methodology for Application-Specific Logic-in-Memory Designs
Proceedings of the 52nd Design Automation Conference (DAC), 2015
- D. A. Popovici, F. Russell, K. Wilkinson, C-K. Skylaris, P. H. J. Kelly, F. Franchetti
Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
29th International Parallel & Distributed Processing Symposium (IPDPS), 2015
- F. Franchetti, A. Sandryhaila, J. R. Johnson
High Assurance SPIRAL
Proceedings of SPIE 2014
- K. Vaidyanathan, R. Liu, H. E. Sumbul, Q. Zhu, F. Franchetti, L. Pileggi
Efficient and Secure Intellectual Property (IP) Design with Split Fabrication
HOST 2014
- Q. Guo, N. Alachiotis, B. Akin, F. Sadi, G. Xu, T-M. Low, L. Pileggi, J. Hoe, F. Franchetti
3D-Stacked Memory-Side Acceleration: Accelerator and System Design
2nd Workshop on Near Data Processing (WONDP) in conjunction with the 47th International Symposium on Microarchitecture (MICRO-47), 2014
- B. Akin, F. Franchetti, J. C. Hoe
Understanding the Design Space of DRAM-optimized Hardware FFT Accelerators
Proceedings of the 25th International Conference on Application-Specific Systems, Architectures and Processors (ASAP) 2014, pages 248-255
- B. Akın, F. Franchetti, J. C. Hoe
HAMLeT: Hardware Accelerated Memory Layout Transform within 3D-stacked DRAM
IEEE High Performance Extreme Computing Conference (HPEC) 2014
Best Paper Award
- F. Sadi, B. Akin, D. T. Popovici, J. C. Hoe, L. Pileggi, F. Franchetti
Algorithm/Hardware Co-optimized SAR Image Reconstruction with 3D-stacked Logic in Memory
IEEE High Performance Extreme Computing Conference (HPEC) 2014
Rising Stars Session
- T. Cui, F. Franchetti, G. Hug, R. Yang
Accelerated AC Contingency Calculation on Commodity Multi-Core SIMD CPUs
Proceedings of IEEE Power and Energy Society General Meeting (PES-GM), 2014
- B. Akin, F. Franchetti, J. Hoe
FFTs with Near-Optimal Memory Access Through Block Data Layouts
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014
- V. Zaliva, F. Franchetti
Barometric and GPS Altitude Sensor Fusion
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014
- T. Cui, F. Franchetti
Power System Probabilistic and Security Analysis on Commodity High Performance Computing Systems
Proceedings of the 3rd Intenational Workshop on High Performance Computing, Networking and Analytics for the Power Grid (HiPCNA-PG), 2013
- T. Henretty, R. Veras, F. Franchetti, L.-N. Pouchet, J. Ramanujam, P. Sadayappan
A Stencil Compiler for Short-Vector SIMD Architectures
Proceedings of International Conference on Supercomputing (ICS), 2013
- Q. Zhu, B. Akin, H. E. Sumbul, F. Sadi, J. Hoe, L. Pileggi, F. Franchetti
A 3D-Stacked Logic-in-Memory Accelerator for Application-Specific Data Intensive Computing
Proceedings of IEEE International 3D Systems Integration Conference (3DIC) 2013, pages 1-7
- Q. Zhu, H. E. Sumbul, F. Sadi, J. Hoe, L. Pileggi, F. Franchetti
Accelerating Sparse Matrix-Matrix Multiplication with 3D-Stacked Logic-in-Memory Hardware
IEEE High Performance Extreme Computing Conference (HPEC), 2013, pages 1-6
- C. Thoma, T. Cui, and F. Franchetti
Privacy Preserving Smart Meter System Based Retail Level Electricity Market
Proceedings of the 2013 IEEE PES General Meeting, July 2013, Vancouver, Canada
- M. Kong, R. Veras, K. Stock, F. Franchetti, L.-N. Pouchet, and P. Sadayappan
When Polyhedral Transformations Meet SIMD Code Generation
ACM SIGPLAN PLDI, 2013
- Q. Zhu, L. Pileggi, and F. Franchetti
Smart Memory Synthesis for Energy-Efficient Computed Tomography Reconstruction
SRC TECHCON, 2012
- T. Cui and F. Franchetti
A Quasi-Monte Carlo Approach for Radial Distribution System Probabilistic Load Flow
IEEE Innovative Smart Grid Technologies Conference (ISGT), 2012
- Q. Zhu, C. R. Berger, E. L. Turner, L. Pileggi, F. Franchetti
Polar Format Synthetic Aperture Radar
in Energy Efficient Application-Specific Logic-in-Memory
Proceedings of International Conference on Acoustics, Speech, and Signal
Processing (ICASSP), 1557-1560, 2012
- W. Yu, F. Franchetti, J. C. Hoe, T. Chen
Highly Efficient Performance Portable
Tracking of Evolving Surfaces
Proceedings of the 26th International Parallel and Distributed
Processing Symposium (IPDPS), 296-307, 2012
- T. Cui, F. Franchetti
Optimized Parallel Distribution Load Flow Solver on Commodity Multi-core CPU
Proceedings of IEEE High Performance Extreme Computing Conference, 2012
- T. Cui and F. Franchetti
A Multi-Core High Performance Computing Framework for Probabilistic Solutions of Distribution Systems
IEEE Power and Energy Society General Meeting, 1-6, 2012
- F. Franchetti, Y. Voronenko, and G. Almasi
Automatic Generation of the HPC Challenges Global FFT Benchmark for BlueGene/P
In Proceedings of High Performance Computing for Computational Science (VECPAR) 2012
- Q. Zhu, L. Pileggi, and F. Franchetti
Cost-Effective Smart Memory Implementation for Parallel Backprojection in Computed Tomography
IFIP/IEEE International Conference on Very Large Scale Integration, 111-116, 2012
- Q. Zhu, K. Vaidyanathan, O. Shacham, M. Horowitz, L. Pileggi, and F. Franchetti
Design Automation Framework for Application-Specific Logic-in-Memory Blocks
23rd IEEE International Conference on Application-Specific Systems, Architectures and Processors (ASAP), 125-132, 2012
- C. Thoma, T. Cui, and F. Franchetti
Secure Multiparty Computation Based Privacy Preserving Smart Metering System
NAPS: North American Power Symposium, 1-6, 2012
- B. Akin, P.A. Milder, F. Franchetti, and J. Hoe
Memory Bandwidth Efficient Two-Dimensional Fast Fourier Transform Algorithm and Implementation for Large Problem Sizes
IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 188-191, 2012
- T. Cui, F. Franchetti
A Multi-core High Performance Computing
Framework for Distribution Power Flow
Proceedings 43rd North American Power Symposium (NAPS), 2011
- T. Cui, F. Franchetti
Autotuning a Random Walk Boolean Satisfiability Solver
Proceedings of The Sixth International Workshop on Automatic Performance
Tuning (iWAPT), 2011
- D. S. McFarlin, V. Arbatov, F. Franchetti, M. Püschel
Automatic SIMD Vectorization of Fast Fourier Transforms for the Larrabee and AVX Instruction Sets
Proceedings of International Conference on Supercomputing (ICS), 2011
- C. R. Berger, V. Arbatov, Y. Voronenko, F. Franchetti, M. Püschel
Real-Time Software Implementation of an
IEEE 802.11a Baseband Receiver on Intel Multicore
Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2011
- T. Henretty, K. Stock, L.-N. Pouchet, F. Franchetti, J. Ramanujam, and P.
Sadayappan
Data Layout Transformation for Stencil
Computations on Short SIMD Architectures
Proceedings of International Conference on Compiler Construction (CC), 2011
- Y. Voronenko, V. Arbatov, C. Berger, R. Peng, M. Püschel, and F. Franchetti
Computer Generation of Platform-Adapted
Physical Layer Software
Proceedings of Software Defined Radio (SDR), 2010
- W. Yu, F. Franchetti, J. C. Hoe, Y.-J. Chang, T. Chen
Fast Bilateral Filtering By Adapting Block
Size
Proceedings IEEE International Conference on Image Processing (ICIP), 2010
- W. Yu, F. Franchetti, J. C. Hoe, T. Chen
Fast And Robust Active Contours For Image
Segmentation
Proceedings IEEE International Conference on Image Processing (ICIP), 2010
- P. A. Milder, F. Franchetti, J. C. Hoe, and M. Püschel
Hardware Implementation of the Discrete
Fourier Transform With Non-Power-Of-Two Problem Size
Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2010
- F. de Mesmay, S. Chellappa, F. Franchetti and M. Püschel
Computer Generation of Efficient Software Viterbi Decoders
Proceedings of International Conference on High-Performance Embedded Architectures and Compilers (HIPEAC), 2010
- F. Franchetti, F. de Mesmay, Daniel McFarlin, and M. Püschel
Operator Language: A Program Generation
Framework for Fast Kernels
Proceedings of IFIP Working Conference on Domain Specific Languages (DSL WC),
2009
Best Paper Award
- S. Chellappa, F. Franchetti and M. Püschel
Computer Generation of Fast FFTs for the Cell
Broadband Engine
Proceedings of International Conference on Supercomputing (ICS), 2009
- D. McFarlin, F. Franchetti, M. Püschel and J.M.F. Moura
High Performance Synthetic Aperture Radar
Image Formation On Commodity Architectures
Proceedings of SPIE Conference on Defense, Security, and Sensing, 2009
- F. Franchetti and M. Püschel
Generating High-Performance Pruned FFT
Implementations
Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2009
- P. A. Milder, F. Franchetti, J. C. Hoe, and M. Püschel
Formal Datapath Representation and Manipulation for Implementing DSP Transforms
Proceedings of Design Automation Conference (DAC), 2008
- F. Franchetti and M. Püschel
Generating SIMD Vectorized Permutations
Proceedings of International Conference on Compiler Construction (CC) 2008
- S. Chellappa, F. Franchetti, and M. Püschel
FFT Program Generation for the Cell BE
Proceedings of International Workshop on State-of-the-Art in Scientific and Parallel
Computing (PARA), 2008
- P. D’Alberto, F. Franchetti, P. A. Milder, A. Sandryhaila, J. C. Hoe, J. M. F. Moura, and M. Püschel
Generating FPGA Accelerated DFT Libraries
Proceedings of Field-Programmable Custom Computing Machines (FCCM) 2007
- F. Franchetti and M. Püschel
SIMD Vectorization of Non-Two-Power Sized
FFTs
Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2007
- P. D'Alberto, M. Püschel, and F. Franchetti
Performance/Energy Optimization of DSP Transforms on the XScale Processor
Proceedings Conference on High Performance Embedded Architectures & Compilers (HiPEAC) 2007
- A. Bonelli, F. Franchetti, J. Lorenz, M. Püschel, and C. W. Ueberhuber
Automatic Performance Optimization of the Discrete Fourier Transform on Distributed Memory Computers
Proceedings of ISPA 06. Lecture Notes in Computer Science, Volume 4330, 2006, Pages 818 –832
Best Paper Award
- S. Chellappa, F. Franchetti, and M. Püschel
How To Write Fast Numerical Code: A Small
Introduction
Proceedings of the Generative and Transformational Techniques in Software Engineering
(GTTSE) 2007
- F. Franchetti, Y. Voronenko, and M. Püschel
FFT Program Generation for Shared Memory: SMP and Multicore
Proceedings Supercomputing 2006
- F. Gygi, E. W. Draeger, M. Schulz, B. R. de Supinski, J. A. Gunnels, V. Austel, J. C. Sexton, F. Franchetti, S. Kral, C. W. Ueberhuber, J. Lorenz
Large-Scale Electronic Structure Calculations of High-Z Metals on the BlueGene/L Platform
Proceedings Supercomputing 2006
Gordon Bell Prize Winner 2006 (Peak Performance Award)
- S. Han, F. Franchetti, and M. Püschel
Program Generation for the All-Pairs Shortest Path Problem
Proceedings of The Fifteenth International Conference on Parallel Architectures and Compilation Techniques (PACT), 2006, pages 222-232
- F. Franchetti, Y. Voronenko, M. Püschel
A Rewriting System for the Vectorization of Signal Transforms
Proceedings High Performance Computing for Computational Science (VECPAR) 2006, LNCS 4395,
pages 363-377
- F. Gygi, E. Draeger, B. R. de Supinski, R. K. Yates, F. Franchetti, S. Kral, J. Lorenz, C. W. Ueberhuber, J. Gunnels, J. Sexton
Large-Scale First-Principles Molecular Dynamics Simulations on the BlueGene/L Platform using the Qbox Code
Proceedings of Supercomputing 2005
Gordon Bell Prize Finalist 2005
- F. Franchetti, Y. Voronenko, M. Püschel
Loop Merging for Signal Transforms
Proceedings Programming Language Design and Implementation (PLDI) 2005, pages 315-326
- T. Pipatsrisawat, A. Gacic, F. Franchetti, M. Püschel, J. Moura
Performance Analysis of the Filtered Backprojection Image Reconstruction Algorithms
Proceedings of ICASSP 2005,International Conference on Acoustics, Speech, and Signal Processing, Volume 5, pages 153–156
- F. Franchetti, S. Kral, J. Lorenz, M. Püschel, C. W. Ueberhuber
Automatically Tuned FFTs for BlueGene/L’s Double FPU
Proceedings of High Performance Computing for Computational Science (VECPAR) 2004, LNCS 3402, pages 23-36
- S. Kral, F. Franchetti, J. Lorenz, C. W. Ueberhuber
FFT Compiler Techniques
Proceedings of International Conference on Compiler Construction (CC) 2004, LNCS 2985, pages 217-231
- S. Kral, F. Franchetti, J. Lorenz, C. W. Ueberhuber
SIMD Vectorization of Straight Line Code
Proceedings of the Euro-Par ’03 Conference on Parallel and Distributed Computing, 2003, LNCS 2790, page 251-260
- T. Fahringer, F. Franchetti, M. Geissler, G. Madsen, H. Moritsch, R. Prodan
On Using ZENTURIO for Performance and
Parameter Studies on Cluster and Grids
Proceedings of the 11th Euromicro Conference on Parallel Distributed and Network based Processing (Euro PDP 2003 ), pages 185-192
- F. Franchetti, M. Püschel
Short Vector Code Generation and Adaptation for DSP Algorithms
Proceedings of ICASSP 2003, International Conference on Acoustics, Speech, and Signal
Processing, volume 2, pages 537-540
- F. Franchetti, M. Püschel
Short Vector Code Generation for the Discrete Fourier Transform
Proceedings of the 17th International Parallel and Distributed Processing
Symposium (IPDPS '03), pages 58-67
- F. Franchetti, M. Püschel
A SIMD Vectorizing Compiler for Digital
Signal Processing Algorithms
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS '02), pages 20-26
- F. Franchetti, H. Karner, S. Kral, C.W. Ueberhuber
Architecture Independent Short Vector FFTs
Proceedings of ICASSP 2001, International Conference on Acoustics, Speech, and Signal Processing, volume 2, pages 1109-1112
book chapters | journal papers | conference papers | other technical papers | patents | theses
Other Conference Papers, Technical Reports, Posters, and Extended
Abstracts
- S. Rao, A. Prakash, F. Franchetti
Towards LibraryX: A Framework for Cross-Library Call Optimization
IEEE High Performance Extreme Computing Conference (HPEC), 2024, Extended abstract
Outstanding Short Student Paper Award
- L. Tang, S. Chen, K. Harisrikanth, G. Xu, F. Franchetti and K. Mai
A 1.19GHz 9.52Gsamples/sec Radix-8 FFT Hardware Accelerator in 28nm
Hot Chips 36 Symposium (HCS), 2024, Poster
- S. Fu, N. Zhang, F. Franchetti
Accelerating High-Precision Number Theoretic Transforms using Intel AVX-512
International Conference on Parallel Architectures and Compilation Techniques (PACT), 2024, Poster with extended abstract
- Y. Eum, N. Zhang, L. Tang, F. Franchetti
Towards a RISC-V Instruction Set Extension for Multi-word Arithmetic
IEEE High Performance Extreme Computing Conference (HPEC), 2024, Poster with extended abstract
- T. Zhang, E. Tang, F. Siddique, K. Skadron, F. Franchetti
Towards an End-to-End Processing-in-DRAM Acceleration of Spectral Library Search
IEEE High Performance Extreme Computing Conference (HPEC), 2024, Extended abstract with poster presentation
- H. Mankad, A. Rovinelli, M. Zecevic, P. McCorquodale, F. Franchetti, N. Zhang, S. Rao, R. A. Lebensohn, L. Capolungo
EVPFFTX: A First Look at FFTX Applications in Material Science
IEEE High Performance Extreme Computing Conference (HPEC), 2023, Poster with extended abstract
- P. Brinich, N. Zhang, A. Ebel, F. Franchetti, J. Johnson
Twiddle Factor Generation for a Vectorized Number Theoretic Transform
IEEE High Performance Extreme Computing Conference (HPEC), 2023, Extended abstract
Outstanding Short Paper Award
- D. B. Cousins, Y. Polyakov, A. Al Badawi, M. French, A. Schmidt, A. Jacob, B. Reynwar, K. Canida, A. Jaiswal, C. Mathew, H. Gamil, N. Neda, D. Soni, M. Maniatakos, B. Reagen, N. Zhang, F. Franchetti, P. Brinich, J. Johnson, P. Broderick, M. Franusich, B. Zhang, Z. Cheng, M. Pedram
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation
arXiv, 2023, Preprint
- D. Soni, N. Neda, N. Zhang, B. Reynwar, H. Gamil, B. Heyman, M. N. T. Moopan, A. Al Badawi, Y. Polyakov, K. Canida, M. Pedram, M. Maniatakos, D. B. Cousins, F. Franchetti, M. French, A. Schmidt, B. Reagen
RPU: The Ring Processing Unit
Cryptology ePrint Archive, 2023
- N. Zhang, F. Franchetti
Generating Number Theoretic Transforms for Multi-Word Integer Data Types
IEEE/ACM International Symposium on Code Generation and Optimization (CGO), 2023, Poster with extended abstract
- Z. Gong, N. Zhu, M. Ngaw, J. Rivera, L. Tang, E. Tang, H. Mankad, F. Franchetti
Interval Arithmetic-based FFT for Large Integer Multiplication
IEEE High Performance Extreme Computing Conference (HPEC), 2022, Poster with extended abstract
- H. Mankad, S. Rao, P. Colella, B. Van Straalen, F. Franchetti
ProtoX: A First Look
IEEE High Performance Extreme Computing Conference (HPEC), 2022, Poster with extended abstract
- J. Nguyen, M. Cai, Z. Zuo, L. Tang, K. Mai, F. Franchetti
LIMA: Hardware for FFT based Large Integer Multiplication
IEEE High Performance Extreme Computing Conference (HPEC), 2022, Extended abstract
- J. Nguyen, S. Rao, J. Moreira, F. Franchetti
Automatic Generation of Matrix-Vector Code Using SPIRAL for the Power10 ISA
IEEE High Performance Extreme Computing Conference (HPEC), 2022, Extended abstract
- P. Oostema, F. Franchetti
Approximating Manifolds and Geodesics with Curved Surfaces
IEEE High Performance Extreme Computing Conference (HPEC), 2022, Extended abstract
- P. Oostema, F. Franchetti
On Manifold Graph Embedding
IEEE High Performance Extreme Computing Conference (HPEC), 2022, Poster
- E. Tang, F. Franchetti
Magic Memory: A Programming Model For Big Data Analytics
IEEE High Performance Extreme Computing Conference (HPEC), 2022, Poster with extended abstract
- N. Zhang, H. Gamil, P. Brinich, B. Reynwar, A. Al Badawi, N. Neda, D. Soni, K. Canida, Y. Polyakov, P. Broderick, M. Maniatakos, A. G. Schmidt, M. Franusich, J. Johnson, B. Reagen, D. B. Cousins, F. Franchetti
Towards Full-Stack Acceleration for Fully Homomorphic Encryption
IEEE High Performance Extreme Computing Conference (HPEC), 2022, Extended abstract
- Y. Franchetti, T. D. Nolin, F. Franchetti
Indirect Measurement of Hepatic Drug Clearance by Fitting Dynamical Models
arXiv, 2020, Preprint
- S. Mionis, F. Franchetti, J. Larkin
Quantum Circuit Optimization with SPIRAL: A First Look
Supercomputing (SC) 2020. Poster with extended abstract
Best Poster Award
- F. Franchetti, D. G. Spampinato, A. Kulkarni, T. M. Low, M. Franusich, D. T. Popovici, A. Canning, P. McCorquodale, B. Van Straalen, P. Collela
FFT and Solver Libraries for Exascale: FFTX and SpectralPack
Exascale Computing Project (ECP) Annual Meeting 2020, Poster
- J. Zhang, D. Spampinato, F. Franchetti
FESIA: A Fast and SIMD-Efficient Set Intersection Approach on Modern CPUs
North East Database Day (NEDB) 2020, Poster
- Y. Franchetti, T. Nolin, F. Franchetti
Towards Precision Medicine: Simulation Based Parameter Estimation for Drug Metabolism
SIAM Conference on Computational Science and Engineering (CSE) 2019, Poster
- A. Kulkarni, D. Spampinato, F. Franchetti
Design and Specification of Large-scale Simulations for GPUs using FFTX
Supercomputing 2019 (SC'19), Poster
- A. Kulkarni, D. Spampinato, F. Franchetti
FFTX for Micromechanical Stress-Strain Analysis
IEEE High Performance Extreme Computing Conference (HPEC) 2019, Poster with extended abstract
- D. T. Popovici, M. D. Schatz, F. Franchetti, T. M. Low
A Flexible Framework for Parallel Multi-Dimensional DFTs
arXiv, 2019, Technical report
- F. Franchetti, D. G. Spampinato, A. Kulkarni, T. M. Low, M. Franusich, D. T. Popovici, A. Canning, P. McCorquodale, B. Van Straalen, P. Colella
FFT and Solvers for Exascale: FFTX and SpectralPACK
Exascale Computing Project (ECP) Annual Meeting, 2019, Poster
- A. Kulkarni, J. Kovacevic, F. Franchetti
Algorithm Design at Scale: Porting Parallel FFT-based Fortran Simulations to GPUs
SIAM Conference on Computational Science and Engineering (CSE) 2019, Poster
- A. Kulkarni, F. Franchetti, J. Kovacevic
Algorithm Design for Large Scale Parallel FFT-Based Simulations on Heterogeneous Platforms
IEEE High Performance Extreme Computing Conference (HPEC), 2018, Poster with abstract
- A. Kulkarni, F. Franchetti, J. Kovacevic
Algorithm Design for Large Scale FFT-Based Simulations on CPU-GPU Platforms
International Conference on Parallel Processing (ICPP), 2018, Poster
- F. Sadi, J. Sweeney, S. McMillan, T. M. Low, J. C. Hoe, L. Pileggi, F. Franchetti
PageRank Acceleration for Large Graphs with Scalable Hardware and Two-Step SpMV
IEEE High Performance Extreme Computing Conference (HPEC), 2018, Poster
- G. Xu, T. M. Low, J. C. Hoe, F. Franchetti
Optimizing FFT Resource Efficiency of FPGA using High-level Synthesis
IEEE High Performance Extreme Computing Conference (HPEC), 2017, Poster
- H. V. Koops, K. Garg, M. Kim, J. Li, A. Volk, F. Franchetti
Prediction of Quadcopter State through Multi-Microphone Side-Channel Fusion
Technical Report UU-CS-2017-001, Dept. of Information and Computing Sciences, Utrecht University, 2017
- F. Sadi, L. Pileggi, F. Franchetti
3D DRAM Based Application Specific Hardware Accelerator for SpMV
IEEE High Performance Extreme Computing Conference (HPEC), 2016, Poster
- R. Veras, D. Popovici, T. M. Low, F. Franchetti
Compilers, Hands-Off My Hands-On Optimizations
3rd International Workshop on Programming Models for SIMD/Vector Programming (WPMVP), 2016
- J. Zhang, T. M. Low, Q. Guo, F. Franchetti
A 3D-Stacked Memory Manycore Stencil Accelerator System
3rd Workshop on Near-Data Processing. In conjuction with the
48th IEEE/ACM International Symposium on Microarchitecture (MICRO-48), 2015
- T. Popovici, F. Russel,, K. Wilkinson, C.-K Skylaris, P.H. J. Kelly, F. Franchetti
Generating Optimized Fourier Interpolation Routines for Density Functional Theory Using SPIRAL
CPC: Workshop on Compilers for Parallel Computing, 2015
- T. Ozturk, C. Stein, R. Pokharel, T. Popovici, R. Suter, F. Franchetti, A. Rollett
Spectral Full-Field Deformation Modeling of Polycrystalline Materials
Neutron and X-Ray Studies of Advanced Materials VIII: Deffraction Limit and Beyond, TMS Annual Meeting and Exhibition, 2015, Poster
- T. Ozturk, C. Stein, R. Pokharel, T. Popovici, F. Franchetti, R. Suter, A. Rollett
Performance Evaluation, Algorithm Optimization and Sensitivity Analysis of the Spectral Full-Field Deformation Modeling of Polycrystalline Materials
3rd World Congress on Integrated Computational Materials Engineering, Poster, 2015
- B. Duff, J. Larkin, M. Franusich, F. Franchetti
Automatic Generation of 3-D FFTs
Abstract, 2014
- T. Ozturk, T. Popovici, C. Stein, R. Pokharel, F. Franchetti, A. Rollett
Fast Fourier Transform Based Mechanical Behavior Formulation: Optimized Implementation and Sensitivity Analysis of the Method
Multiscale Modeling of Microstructure Deformation in Material Processing (Materials Science & Technology 2014), oral presentation
- H. E. Sumbul, A. Patterson, A. Tazzoli, G. Fedder, F. Franchetti, G. Piazza, L. Pileggi
Trusted Split-Fabrication System-on-Chip Design Technology and Methodology
Government Applications & Critical Technology Conference (GOMACTech-13), Poster, 2013
- T. Cui and F. Franchetti
A Software Performance Engineering Approach to Fast Transmission Probabilistic Load Flow
IEEE PES General Meeting, Vancouver, Canada, July 2013, Poster
- C. Angelopoulos, F. Franchetti, and M. Pueschel
Automatic Generation of FFT Libraries for GPUs
NVIDIA Research Summit at the GPU Technology Conference, 2012, Poster
- B. Akin, P. Milder, F. Franchetti, and J. C. Hoe
Algorithm and Architecture Optimization for Large Size Two Dimensional Discrete Fourier Transform
FPGA: Proceedings of the 20th ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2012, Poster
- Q. Zhu, E. L. Turner, C. R. Berger, L. Pileggi, and F. Franchetti
Application-Specific Logic-in-Memory for Polar Format Synthetic Aperture Radar
Proceedings of High Performance Embedded Computing Conference (HPEC), MIT Lincoln Laboratory, 2011
Best paper session
- W. Yu, F. Franchetti, J. C. Hoe, J. M. F. Moura, T. Chen
Performance Portable Tracking of
Evolving Surfaces
Proceedings of High Performance Embedded Computing Conference (HPEC), MIT Lincoln Laboratory, 2011
Best paper session
- T. Cui, F. Franchetti
A Monte Carlo Framework for Probabilistic Distribution Power Flow
Seventh Annual CMU Conference on the Electricity Industry, 2011, Poster
- Q. Li, T. Cui, R. Negi, F. Franchetti, M. D. Ilic
On-line Decentralized Charging of Plug-In Electric Vehicles in Power Systems
Online manuscript
- L. Meng, J. R. Johnson, F. Franchetti, Y. Voronenko, M. Moreno Maza, and Y. Xie
Spiral-Generated Modular FFT Algorithms
Proceedings 4th International Workshop on Parallel Symbolic Computation
(PASCO), 2010, pages 169–170
- S. Chellappa, F. Franchetti, and M. Püschel
High Performance Linear Transform Program Generation for the Cell BE
Proceedings of High Performance Embedded Computing Conference (HPEC), MIT Lincoln
Laboratory, 2009
- D. McFarlin, F. Franchetti, and M. Püschel
Vectorized Fast Fourier Transform
Libraries for the Larrabee and AVX Instruction Set Extension
Proceedings of High Performance Embedded Computing Conference (HPEC), MIT Lincoln
Laboratory, 2009
Best paper award
- S. Chellappa, F. Franchetti, and M. Püschel
FFT Program Generation for the Cell BE
In Proceedings of the 14th Workshop on Compilers for Parallel Computers (CPC), 2009
- S. Chellappa, F. Franchetti, and M. Püschel
Automatic Linear Transform Program Generation for the Cell BE
Proceedings of Supercomputing 2008
- F. Franchetti, D. McFarlin, F. de Mesmay, H. Shen, T. Wlodarczyk, S. Chellappa, M. Telgarsky, P. Milder, Y. Voronenko, Q. Yu, J. Hoe, J. Moura, and M. Püschel
Program Generation with Spiral: Beyond Transforms
Proceedings of High Performance Embedded Computing Conference (HPEC), MIT Lincoln
Laboratory, 2008
- Y. Voronenko, F. Franchetti, F. de Mesmay, and M. Püschel
Generating High-Performance General Size Linear Transform Libraries Using Spiral
Proceedings of High Performance Embedded Computing Conference (HPEC), MIT Lincoln
Laboratory, 2008
Best paper award
- P. A. Milder, F. Franchetti, J. C. Hoe, and M. Püschel
Linear Transforms:
From Math to Efficient Hardware
Proceedings of Design Automation Conference (DAC) High-Level Synthesis Workshop, 2008
- F. de Mesmay, F. Franchetti, Y. Voronenko, and M. Püschel
Automatic Generation of Multithreaded Vectorized Adaptive Libraries for Matrix Multiplication
Proceedings of the 5th International Workshop on Parallel Matrix Algorithms and
Applications (PMAA), 2008
- Y. Voronenko, F. Franchetti, F. de Mesmay, and M. Püschel
System Demonstration of Spiral: Generator for High-Performance Linear Transform Libraries
Proceedings of the 12th International Conference on Algebraic Methodology and Software
Technology (AMAST), 2008, pages 407-412
- F. Franchetti, Y. Voronenko, P. A. Milder, S. Chellappa, M. Telgarsky, H. Shen,
P. D'Alberto, F. de Mesmay, J. C. Hoe, J. M. F. Moura, M. Püschel
Domain-Specific Library Generation for Parallel Software and Hardware Platforms
Proceedings of the NSF Next Generation Software (NGS) Workshop, 2008
- P. A. Milder, F. Franchetti, J. C. Hoe, and M. Püschel
FFT Compiler: From Math to Efficient Hardware
IEEE International High Level Design Validation and Test Workshop (HLDVT), 2007
Invited short paper
- F. Franchetti, Y. Voronenko, and M. Püschel
FFT Program Generation for Shared Memory: SMP and Multicore
Proceedings of the 13th Workshop on Compilers for Parallel Computers (CPC), 2007
- P. A. Milder, F. Franchetti, J. C. Hoe, and M. Püschel
Fast Fourier Transform on FPGA: Design Choices and Evaluation
[abstract] [poster] [technical report]
Proceedings of FPGA, 2007
- P. D’Alberto, P. Milder, F. Franchetti, J. C. Hoe, M. Püschel, J. M.
F. Moura
Discrete Fourier Transform Compiler for FPGA and CPU/FPGA Partitioned Implementations
Proceedings of High Performance Embedded Computing Conference (HPEC), MIT Lincoln
Laboratory, 2006, on CD-ROM
- F. Franchetti, A. Bonelli, E. Chuangsuwanich, Y. J. Lee, J. Lorenz, T. Peter, H. Shen, M. Telgarsky, Y. Voronenko, M. Püschel, J. M. F. Moura, C. W. Ueberhuber
Parallelism in Spiral
Proceedings of Workshop on Programming Models for Ubiquitous Parallelism (PMUP), 2006, pages 28-32
- F. Franchetti, Y. Voronenko, M. Püschel
Spiral: Generating Signal Processing Kernels for New Commodity Architectures
Proceedings of EDGE Workshop 2006, pages D49-D50
- F. Franchetti
Top Performance in Signal Processing
International Workshop on Numerical and Symbolic Scientific
Computing, 2003
- F. Franchetti
A Portable Short Vector Version of FFTW
Proceedings of MATHMOD 2003 - Fourth IMACS Symposium on Mathematical
Modeling, volume 2, pages 1539-1548
- F. Franchetti, F. Kaltenberger, C.W. Ueberhuber
FFT Kernels with FMA Utilization
Proceedings of the APLIMAT 2002 Conference, pages 333-339
- F. Franchetti, M. Püschel, J. Moura, C.W. Ueberhuber
Short Vector SIMD Code Generation for DSP Algorithms
Proceedings of High Performance Embedded Computing Conference (HPEC), MIT
Lincoln Laboratory, 2002, on CD-ROM
book chapters | journal papers | conference papers | other technical papers | patents | theses
Patents
- F. Franchetti, Q. Zhu, L. T. Pileggi
3DIC memory chips including computational logic-in-memory for performing accelerated data processing
U.S. Patent 9286216. March 15, 2016
book chapters | journal papers | conference papers | other technical papers | patents | theses
Theses by Research Group Members
- G. Xu
An Approach to Generating Customized Load-Store Architectures
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2023 (Ref. Prof. F. Franchetti and Prof. J. Hoe)
- V. Zaliva
HELIX: From Math to Verified Code
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2020 (Ref.: Prof. F. Franchetti)
- J. Zhang
Accelerating the Motifs of Machine Learning Applications on Modern Processors
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2020 (Ref.: Prof. F. Franchetti)
- A. Kulkarni
An Approach for Large-Scale Three-Dimensional FFT-Based Approximate Convolutions on GPUs
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2020 (Ref.: Prof. F. Franchetti and Prof. J. Kovacevic)
- D. Popovici
An Approach to Specifying and Automatically Optimizing Fourier Transform Based Operations
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2018 (Ref.: Prof. F. Franchetti)
- F. Sadi
Accelerating Sparse Matrix Kernels with Co-optimized Architecture
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2018 (Ref.: Prof. L. Pileggi and Prof. F. Franchetti)
- B. Akin
A Formal Approach to Memory Access Optimization: Data Layout, Reorganization, and Near-Data Processing
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2015 (Ref.: Prof. J. C. Hoe and Prof. F. Franchetti)
- T. Cui
Power System Probabilistic and Security Analysis Using Commodity High Performance Computing Systems
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2013 (Ref.: Prof. F. Franchetti)
- Q. Zhu
Application Specific Logic in Memory
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2013 (Ref.: Prof. F. Franchetti and Prof. L. Pileggi)
- W. Yu
Performance Portable Tracking of Evolving Surfaces
Ph.D. Thesis, Electrical & Computer Engineering, Carnegie Mellon University 2011 (Ref.: Prof. F. Franchetti and Prof. J. C. Hoe)
- F. Franchetti
Performance Portable Short Vector
Transforms
Ph.D. Thesis Computational Mathematics, Vienna University of Technology 2003 (Ref.: Prof. Dr. C. W. Ueberhuber, 223 pages)
- F. Franchetti
Short Vector FFTs
Diploma Thesis Technical Mathematics, Vienna University of Technology 2000 (Ref.: Prof. Dr. C. W. Ueberhuber, 148 pages)
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