John L. Gustafson

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 22

Top Topics

Memory Efficient

Adaptive Quantization

Top Venues

Publications

Nhut-Minh Ho, Duy Thanh Nguyen, John L. Gustafson, Weng-Fai Wong
Bedot: Bit Efficient Dot Product for Deep Generative Models. CoNGA (2023)
John L. Gustafson
Ten Persistent Myths About the Atanasoff-Berry Computer. JVA (2023)
Himeshi De Silva, Hongshi Tan, Nhut-Minh Ho, John L. Gustafson, Weng-Fai Wong
Towards a Better 16-Bit Number Representation for Training Neural Networks. CoNGA (2023)
John Vincent Atanasoff, Gordon Bell, Kiril L. Boyanov, Charles G. Call, Carl K. Chang, Thomas M. Conte, Vladimir Getov, John L. Gustafson, Hironori Kasahara, Dejan S. Milojicic, Michael R. Williams
The Invention of Electronic Digital Computing - Plenary Panel Summary. JVA (2023)
John L. Gustafson, Marco Cococcioni, Federico Rossi, Emanuele Ruffaldi, Sergio Saponara
Decoding-Free Two-Input Arithmetic for Low-Precision Real Numbers. CoNGA (2023)
Siew Hoon Leong, John L. Gustafson
Lossless FFTs Using Posit Arithmetic. CoNGA (2023)
Nhut-Minh Ho, Himeshi De Silva, John L. Gustafson, Weng-Fai Wong
Qtorch+: Next Generation Arithmetic for Pytorch Machine Learning. CoNGA (2022)
Chaitanya Jugade, Deepak Ingole, Dayaram N. Sonawane, Michal Kvasnica, John L. Gustafson
A Memory Efficient FPGA Implementation of Offset-Free Explicit Model Predictive Controller. IEEE Trans. Control. Syst. Technol. 30 (6) (2022)
Nhut-Minh Ho, Duy Thanh Nguyen, Himeshi De Silva, John L. Gustafson, Weng-Fai Wong, Ik Joon Chang
Posit Arithmetic for the Training and Deployment of Generative Adversarial Networks. DATE (2021)
Vinay Saxena, Ankitha Reddy, Jonathan Neudorfer, John L. Gustafson, Sangeeth Nambiar, Rainer Leupers, Farhad Merchant
Brightening the Optical Flow through Posit Arithmetic. CoRR (2021)
Vinay Saxena, Ankitha Reddy, Jonathan Neudorfer, John L. Gustafson, Sangeeth Nambiar, Rainer Leupers, Farhad Merchant
Brightening the Optical Flow through Posit Arithmetic. ISQED (2021)
Hamed Fatemi Langroudi, Vedant Karia, Zachariah Carmichael, Abdullah M. Zyarah, Tej Pandit, John L. Gustafson, Dhireesha Kudithipudi
ALPS: Adaptive Quantization of Deep Neural Networks With GeneraLized PositS. CVPR Workshops (2021)
Andre Guntoro, Cecilia De la Parra, Farhad Merchant, Florent de Dinechin, John L. Gustafson, Martin Langhammer, Rainer Leupers, Sangeeth Nambiar
Next Generation Arithmetic for Edge Computing. DATE (2020)
Hamed Fatemi Langroudi, Vedant Karia, John L. Gustafson, Dhireesha Kudithipudi
Adaptive Posit: Parameter aware numerical format for deep learning inference on the edge. CVPR Workshops (2020)
Zachariah Carmichael, Hamed Fatemi Langroudi, Char Khazanov, Jeffrey Lillie, John L. Gustafson, Dhireesha Kudithipudi
Deep Positron: A Deep Neural Network Using the Posit Number System. DATE (2019)
Zachariah Carmichael, Hamed Fatemi Langroudi, Char Khazanov, Jeffrey Lillie, John L. Gustafson, Dhireesha Kudithipudi
Performance-Efficiency Trade-off of Low-Precision Numerical Formats in Deep Neural Networks. CoRR (2019)
Rohit Chaurasiya, John L. Gustafson, Rahul Shrestha, Jonathan Neudorfer, Sangeeth Nambiar, Kaustav Niyogi, Farhad Merchant, Rainer Leupers
Parameterized Posit Arithmetic Hardware Generator. ICCD (2018)
Zachariah Carmichael, Seyed Hamed Fatemi Langroudi, Char Khazanov, Jeffrey Lillie, John L. Gustafson, Dhireesha Kudithipudi
Deep Positron: A Deep Neural Network Using the Posit Number System. CoRR (2018)
Himeshi De Silva, John L. Gustafson, Weng-Fai Wong
Making Strassen Matrix Multiplication Safe. HiPC (2018)
John L. Gustafson, Isaac T. Yonemoto
Beating Floating Point at its Own Game: Posit Arithmetic. Supercomput. Front. Innov. 4 (2) (2017)
John L. Gustafson, Lenore M. Restifo Mullin
Tensors Come of Age: Why the AI Revolution will help HPC. CoRR (2017)
John L. Gustafson
A Radical Approach to Computation with Real Numbers. Supercomput. Front. Innov. 3 (2) (2016)
John L. Gustafson
Challenges and Future Directions of Software Technology: The Need for Explicit Programming Environments. COMPSAC (2010)
John L. Gustafson
Innovative technologies II - Acceleration technologies: understanding the differences and assessing what's right for you. SC (2006)
John L. Gustafson
The Quest for Linear Equation Solvers and the Invention of Electronic Digital Computing. John Vincent Atanasoff Symposium (2006)
John L. Gustafson
The Speed of Light Isn't What it Used to Be. ICPADS (2004)
Rajat Todi, Gurpur M. Prabhu, Yuri Alexeev, John L. Gustafson
Evaluation of file access patterns using realistic I/O workloads for a cluster environment. PARCO (1999)
John L. Gustafson, Rajat Todi
Conventional Benchmarks as a Sample of the Performance Spectrum. J. Supercomput. 13 (3) (1999)
Srinivas Aluru, John L. Gustafson, Gurpur M. Prabhu, Fatih Erdogan Sevilgen
Distribution-Independent Hierarchical Algorithms for the N-body Problem. J. Supercomput. 12 (4) (1998)
John L. Gustafson, Rajat Todi
Conventional Benchmarks as a Sample of the Performance Spectrum. HICSS (7) (1998)
Quinn Snell, John L. Gustafson
Parallel Hierarchical Global Illumination. HPDC (1997)
John L. Gustafson, Srinivas Aluru
Massively Parallel Searching for Better Algorithms or How to Do a Cross Product with Five Multiplications. Sci. Program. 5 (3) (1996)
Quinn Snell, John L. Gustafson
An Analytical Model of the HINT Performance Metric. SC (1996)
John L. Gustafson, Quinn Snell
HINT: A new way to measure computer performance. HICSS (2) (1995)
Srinivas Aluru, Gurpur M. Prabhu, John L. Gustafson
Truly distribution-independent algorithms for the N-body problem. SC (1994)
John L. Gustafson
Teraflops and Other False Goals. IEEE Parallel Distributed Technol. Syst. Appl. 2 (2) (1994)
Srinivas Aluru, John L. Gustafson
Subtle Issues of SIMD Tree Search. PARCO (1993)
John L. Gustafson
Commentary - The "Tar Baby" of Computing: Performance Analysis. INFORMS J. Comput. 5 (1) (1993)
Srinivas Aluru, John L. Gustafson
A Massively Parallel Optimizer for Expression Evaluation. International Conference on Supercomputing (1993)
Srinivas Aluru, Gurpur M. Prabhu, John L. Gustafson
A random number generator for parallel computers. Parallel Comput. 18 (8) (1992)
Diane T. Rover, Vicki Tsai, Yin-Shan Chow, John L. Gustafson
Signal-Processing Algorithms on Parallel Architectures: A Performance Update. J. Parallel Distributed Comput. 13 (2) (1991)
John L. Gustafson, Diane T. Rover, Stephen Elbert, Michael Carter
The Design of a Scalable, Fixed-Time Computer Benchmark. J. Parallel Distributed Comput. 12 (4) (1991)
Milton C. Wikstrom, John L. Gustafson, Gurpur M. Prabhu
A Threshold Test for Dynamic Load Balancers. ICPP (2) (1991)
Xian-He Sun, John L. Gustafson
Toward a better parallel performance metric. Parallel Comput. 17 (10-11) (1991)
Xian-He Sun, John L. Gustafson
SIZEUP: A New Parallel Performance Metric. ICPP (2) (1991)
John L. Gustafson, Robert E. Benner, Mark P. Sears, Thomas D. Sullivan
A radar simulation program for a 1024-processor hypercube. SC (1989)
Mark P. Sears, Robert E. Benner, John L. Gustafson
A Radar Simulation Program for a 1024 Node Hypercube. PPSC (1989)
John L. Gustafson, G. R. Montry
Programming and Performance on a Cube-Connected Architecture. COMPCON (1988)
John L. Gustafson
Reevaluating Amdahl's Law. Commun. ACM 31 (5) (1988)
Alan E. Charlesworth, John L. Gustafson
Introducing Replicated VLSI to Supercomputing: the FPS-164/MAX Scientific Computer. Computer 19 (3) (1986)
John L. Gustafson, Stuart Hawkinson, Ken Scott
The Architecture of a Homogeneous Vector Supercomputer. ICPP (1986)
John L. Gustafson, Stuart Hawkinson, Ken Scott
The Architecture of a Homogeneous Vector Supercomputer. J. Parallel Distributed Comput. 3 (3) (1986)