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John L. Gustafson Marek T. Michalewicz John L. Gustafson Himeshi De Silva Next Generation Arithmetic - 5th International Conference, CoNGA 2024, Sydney, NSW, Australia, February 20-21, 2024, Proceedings CoNGA Springer 2024 Lecture Notes in Computer Science 14666 978-3-031-72708-5 978-3-031-72709-2 https://doi.org/10.1007/978-3-031-72709-2 db/conf/conga/conga2024.html Siew Hoon Leong John L. Gustafson Lossless FFTs Using Posit Arithmetic. 1-18 2023 CoNGA https://doi.org/10.1007/978-3-031-32180-1_1 conf/conga/2023 db/conf/conga/conga2023.html#LeongG23 Nhut-Minh Ho Duy Thanh Nguyen John L. Gustafson Weng-Fai Wong Bedot: Bit Efficient Dot Product for Deep Generative Models. 19-37 2023 CoNGA https://doi.org/10.1007/978-3-031-32180-1_2 conf/conga/2023 db/conf/conga/conga2023.html#HoNGW23 John L. Gustafson Marco Cococcioni Federico Rossi 0003 Emanuele Ruffaldi Sergio Saponara Decoding-Free Two-Input Arithmetic for Low-Precision Real Numbers. 61-76 2023 CoNGA https://doi.org/10.1007/978-3-031-32180-1_4 conf/conga/2023 db/conf/conga/conga2023.html#GustafsonCRRS23 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. 114-133 2023 CoNGA https://doi.org/10.1007/978-3-031-32180-1_8 conf/conga/2023 db/conf/conga/conga2023.html#SilvaTHGW23 John L. Gustafson Ten Persistent Myths About the Atanasoff-Berry Computer. 1-7 2023 JVA https://doi.org/10.1109/JVA60410.2023.00010 conf/jva/2023 db/conf/jva/jva2023.html#Gustafson23 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. 8 2023 JVA https://doi.org/10.1109/JVA60410.2023.00011 conf/jva/2023 db/conf/jva/jva2023.html#AtanasoffBBCCCGGKMW23 John L. Gustafson Siew Hoon Leong Marek T. Michalewicz Next Generation Arithmetic - 4th International Conference, CoNGA 2023, Singapore, March 1-2, 2023, Proceedings CoNGA Springer 2023 Lecture Notes in Computer Science 13851 978-3-031-32179-5 978-3-031-32180-1 https://doi.org/10.1007/978-3-031-32180-1 db/conf/conga/conga2023.html
Chaitanya Jugade Deepak Ingole Dayaram N. Sonawane Michal Kvasnica John L. Gustafson A Memory Efficient FPGA Implementation of Offset-Free Explicit Model Predictive Controller. 2646-2657 2022 30 IEEE Trans. Control. Syst. Technol. 6 https://doi.org/10.1109/TCST.2022.3168493 db/journals/tcst/tcst30.html#JugadeISKG22
Nhut-Minh Ho Himeshi De Silva John L. Gustafson Weng-Fai Wong Qtorch+: Next Generation Arithmetic for Pytorch Machine Learning. 31-49 2022 CoNGA https://doi.org/10.1007/978-3-031-09779-9_3 conf/conga/2022 db/conf/conga/conga2022.html#HoSGW22
Jay P. Lim Mridul Aanjaneya John L. Gustafson Santosh Nagarakatte An approach to generate correctly rounded math libraries for new floating point variants. 1-30 2021 5 Proc. ACM Program. Lang. POPL https://doi.org/10.1145/3434310 db/journals/pacmpl/pacmpl5.html#LimAGN21
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. 3100-3109 2021 CVPR Workshops https://openaccess.thecvf.com/content/CVPR2021W/ECV/html/Langroudi_ALPS_Adaptive_Quantization_of_Deep_Neural_Networks_With_GeneraLized_PositS_CVPRW_2021_paper.html https://doi.org/10.1109/CVPRW53098.2021.00346 conf/cvpr/2021w db/conf/cvpr/cvprw2021.html#LangroudiKCZPGK21 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. 1350-1355 2021 DATE https://doi.org/10.23919/DATE51398.2021.9473933 conf/date/2021 db/conf/date/date2021.html#HoNSGWC21 Vinay Saxena Ankitha Reddy Jonathan Neudorfer John L. Gustafson Sangeeth Nambiar Rainer Leupers Farhad Merchant Brightening the Optical Flow through Posit Arithmetic. 463-468 2021 ISQED https://doi.org/10.1109/ISQED51717.2021.9424360 conf/isqed/2021 db/conf/isqed/isqed2021.html#SaxenaRNGNLM21
Vinay Saxena Ankitha Reddy Jonathan Neudorfer John L. Gustafson Sangeeth Nambiar Rainer Leupers Farhad Merchant Brightening the Optical Flow through Posit Arithmetic. 2021 abs/2101.06665 CoRR https://arxiv.org/abs/2101.06665 db/journals/corr/corr2101.html#abs-2101-06665
Chaitanya Jugade Deepak Ingole Dayaram N. Sonawane Michal Kvasnica John L. Gustafson A Framework for Embedded Model Predictive Control using Posits. 2509-2514 2020 CDC https://doi.org/10.1109/CDC42340.2020.9304262 conf/cdc/2020 db/conf/cdc/cdc2020.html#JugadeISKG20 Hamed Fatemi Langroudi Vedant Karia John L. Gustafson Dhireesha Kudithipudi Adaptive Posit: Parameter aware numerical format for deep learning inference on the edge. 3123-3131 2020 CVPR Workshops https://openaccess.thecvf.com/content_CVPRW_2020/html/w40/Langroudi_Adaptive_Posit_Parameter_Aware_Numerical_Format_for_Deep_Learning_Inference_CVPRW_2020_paper.html https://doi.org/10.1109/CVPRW50498.2020.00371 conf/cvpr/2020w db/conf/cvpr/cvprw2020.html#LangroudiKGK20 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. 1357-1365 2020 DATE https://doi.org/10.23919/DATE48585.2020.9116196 conf/date/2020 db/conf/date/date2020.html#GuntoroPMDGLLN20
Jay P. Lim Mridul Aanjaneya John L. Gustafson Santosh Nagarakatte A Novel Approach to Generate Correctly Rounded Math Libraries for New Floating Point Representations. 2020 abs/2007.05344 CoRR https://arxiv.org/abs/2007.05344 db/journals/corr/corr2007.html#abs-2007-05344
John L. Gustafson Next-generation arithmetic: major performance gains with minimal disruption. 307 2019 CF https://doi.org/10.1145/3310273.3324895 conf/cf/2019 db/conf/cf/cf2019.html#Gustafson19 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. 1421-1426 2019 DATE https://doi.org/10.23919/DATE.2019.8715262 conf/date/2019 db/conf/date/date2019.html#CarmichaelLKLGK19
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. 2019 abs/1903.10584 CoRR http://arxiv.org/abs/1903.10584 db/journals/corr/corr1903.html#abs-1903-10584
Himeshi De Silva John L. Gustafson Weng-Fai Wong Making Strassen Matrix Multiplication Safe. 173-182 2018 HiPC https://doi.org/10.1109/HiPC.2018.00028 conf/hipc/2018 db/conf/hipc/hipc2018.html#SilvaGW18 Rohit Chaurasiya John L. Gustafson Rahul Shrestha Jonathan Neudorfer Sangeeth Nambiar Kaustav Niyogi Farhad Merchant Rainer Leupers Parameterized Posit Arithmetic Hardware Generator. 334-341 2018 ICCD https://doi.org/10.1109/ICCD.2018.00057 https://doi.ieeecomputersociety.org/10.1109/ICCD.2018.00057 conf/iccd/2018 db/conf/iccd/iccd2018.html#ChaurasiyaGSNNN18
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. 2018 abs/1812.01762 CoRR http://arxiv.org/abs/1812.01762 db/journals/corr/corr1812.html#abs-1812-01762
John L. Gustafson Isaac T. Yonemoto Beating Floating Point at its Own Game: Posit Arithmetic. 71-86 2017 4 Supercomput. Front. Innov. 2 https://doi.org/10.14529/jsfi170206 https://www.wikidata.org/entity/Q59540741 db/journals/superfri/superfri4.html#GustafsonY17
John L. Gustafson Lenore M. Restifo Mullin Tensors Come of Age: Why the AI Revolution will help HPC. 2017 abs/1709.09108 CoRR http://arxiv.org/abs/1709.09108 db/journals/corr/corr1709.html#abs-1709-09108
John L. Gustafson A Radical Approach to Computation with Real Numbers. 38-53 2016 3 Supercomput. Front. Innov. 2 https://doi.org/10.14529/jsfi160203 db/journals/superfri/superfri3.html#Gustafson16
John L. Gustafson Amdahl's Law. 53-60 2011 Encyclopedia of Parallel Computing https://doi.org/10.1007/978-0-387-09766-4_77 reference/parallel/2011 db/reference/parallel/parallel2011.html#Gustafson11 John L. Gustafson Brent's Theorem. 182-185 2011 Encyclopedia of Parallel Computing https://doi.org/10.1007/978-0-387-09766-4_80 https://www.wikidata.org/entity/Q60307635 reference/parallel/2011 db/reference/parallel/parallel2011.html#Gustafson11a John L. Gustafson Gustafson's Law. 819-825 2011 Encyclopedia of Parallel Computing https://doi.org/10.1007/978-0-387-09766-4_78 reference/parallel/2011 db/reference/parallel/parallel2011.html#Gustafson11b John L. Gustafson Little's Law. 1038-1041 2011 Encyclopedia of Parallel Computing https://doi.org/10.1007/978-0-387-09766-4_79 reference/parallel/2011 db/reference/parallel/parallel2011.html#Gustafson11c John L. Gustafson Moore's Law. 1177-1184 2011 Encyclopedia of Parallel Computing https://doi.org/10.1007/978-0-387-09766-4_81 reference/parallel/2011 db/reference/parallel/parallel2011.html#Gustafson11d John L. Gustafson Challenges and Future Directions of Software Technology: The Need for Explicit Programming Environments. 8-9 2010 COMPSAC https://doi.org/10.1109/COMPSAC.2010.81 https://doi.ieeecomputersociety.org/10.1109/COMPSAC.2010.81 conf/compsac/2010 db/conf/compsac/compsac2010.html#Gustafson10 John L. Gustafson The Quest for Linear Equation Solvers and the Invention of Electronic Digital Computing. 10-16 2006 conf/jva/2006 John Vincent Atanasoff Symposium https://doi.org/10.1109/JVA.2006.50 https://doi.ieeecomputersociety.org/10.1109/JVA.2006.50 db/conf/jva/jva2006.html#Gustafson06 John L. Gustafson Innovative technologies II - Acceleration technologies: understanding the differences and assessing what's right for you. 280 2006 conf/sc/2006 SC https://doi.org/10.1145/1188455.1188748 db/conf/sc/sc2006.html#Gustafson06 John L. Gustafson The Speed of Light Isn't What it Used to Be. 463 2004 conf/icpads/2004 ICPADS https://doi.org/10.1109/ICPADS.2004.1316127 https://doi.ieeecomputersociety.org/10.1109/ICPADS.2004.1316127 db/conf/icpads/icpads2004.html#Gustafson04 John L. Gustafson The Mainstreaming of Interval Arithmetic. 105-117 2001 Perspectives on Enclosure Methods https://doi.org/10.1007/978-3-7091-6282-8_5 books/sp/01/KLF2001 db/books/collections/KLF2001.html#Gustafson01
John L. Gustafson Rajat Todi Conventional Benchmarks as a Sample of the Performance Spectrum. 321-342 1999 13 J. Supercomput. 3 https://doi.org/10.1023/A:1008013204871 db/journals/tjs/tjs13.html#GustafsonT99
Rajat Todi Gurpur M. Prabhu Yuri Alexeev John L. Gustafson Evaluation of file access patterns using realistic I/O workloads for a cluster environment. 689-696 1999 PARCO conf/parco/1999 db/conf/parco/parco1999.html#TodiPAG99
Srinivas Aluru John L. Gustafson Gurpur M. Prabhu Fatih Erdogan Sevilgen Distribution-Independent Hierarchical Algorithms for the N-body Problem. 303-323 1998 12 J. Supercomput. 4 https://doi.org/10.1023/A:1008047806690 db/journals/tjs/tjs12.html#AluruGPS98
John L. Gustafson Rajat Todi Conventional Benchmarks as a Sample of the Performance Spectrum. 514-523 1998 HICSS (7) https://doi.org/10.1109/HICSS.1998.649247 https://doi.ieeecomputersociety.org/10.1109/HICSS.1998.649247 conf/hicss/1998 db/conf/hicss/hicss1998.html#GustafsonT98 Quinn Snell John L. Gustafson Parallel Hierarchical Global Illumination. 12-19 1997 conf/hpdc/1997 HPDC https://doi.org/10.1109/HPDC.1997.622358 https://doi.ieeecomputersociety.org/10.1109/HPDC.1997.622358 db/conf/hpdc/hpdc1997.html#SnellG97
John L. Gustafson Srinivas Aluru Massively Parallel Searching for Better Algorithms or How to Do a Cross Product with Five Multiplications. 203-217 1996 5 Sci. Program. 3 https://doi.org/10.1155/1996/284218 http://content.iospress.com/articles/scientific-programming/spr5-3-03 https://www.wikidata.org/entity/Q114070598 db/journals/sp/sp5.html#GustafsonA96
Quinn Snell John L. Gustafson An Analytical Model of the HINT Performance Metric. 19 1996 SC https://doi.ieeecomputersociety.org/10.1109/SC.1996.3 https://doi.org/10.1145/369028.369067 conf/sc/1996 db/conf/sc/sc1996.html#SnellG96 John L. Gustafson Quinn Snell HINT: A new way to measure computer performance. 392-401 1995 conf/hicss/1995 HICSS (2) https://doi.org/10.1109/HICSS.1995.375519 https://doi.ieeecomputersociety.org/10.1109/HICSS.1995.375519 db/conf/hicss/hicss1995.html#GustafsonS95
John L. Gustafson Teraflops and Other False Goals. 5-6 1994 2 IEEE Parallel Distributed Technol. Syst. Appl. 2 http://doi.ieeecomputersociety.org/10.1109/MCC.1994.10013 db/journals/ieeecc/ieeecc2.html#Gustafson94
Srinivas Aluru Gurpur M. Prabhu John L. Gustafson Truly distribution-independent algorithms for the N-body problem. 420-428 1994 conf/sc/1994 SC https://doi.org/10.1109/SUPERC.1994.344305 https://doi.ieeecomputersociety.org/10.1109/SUPERC.1994.344305 http://dl.acm.org/citation.cfm?id=602844 db/conf/sc/sc1994.html#AluruPG94
John L. Gustafson Commentary - The "Tar Baby" of Computing: Performance Analysis. 19-21 1993 5 INFORMS J. Comput. 1 https://doi.org/10.1287/ijoc.5.1.19 db/journals/informs/informs5.html#Gustafson93
Srinivas Aluru John L. Gustafson A Massively Parallel Optimizer for Expression Evaluation. 97-106 1993 conf/ics/1993 International Conference on Supercomputing https://doi.org/10.1145/165939.165960 db/conf/ics/ics1993.html#AluruG93 Srinivas Aluru John L. Gustafson Subtle Issues of SIMD Tree Search. 49-56 1993 conf/parco/1993 PARCO db/conf/parco/parco1993.html#AluruG93
Srinivas Aluru Gurpur M. Prabhu John L. Gustafson A random number generator for parallel computers. 839-847 1992 18 Parallel Comput. 8 db/journals/pc/pc18.html#AluruPG92 https://doi.org/10.1016/0167-8191(92)90030-B
John L. Gustafson Diane T. Rover Stephen T. Elbert Michael Carter The Design of a Scalable, Fixed-Time Computer Benchmark. 388-401 1991 12 J. Parallel Distributed Comput. 4 db/journals/jpdc/jpdc12.html#GustafsonREC91 https://doi.org/10.1016/0743-7315(91)90008-W https://www.wikidata.org/entity/Q106950470
Diane T. Rover Vicki Tsai Yin-Shan Chow John L. Gustafson Signal-Processing Algorithms on Parallel Architectures: A Performance Update. 237-245 1991 13 J. Parallel Distributed Comput. 2 db/journals/jpdc/jpdc13.html#RoverTCG91 https://doi.org/10.1016/0743-7315(91)90093-O
Xian-He Sun John L. Gustafson Toward a better parallel performance metric. 1093-1109 1991 17 Parallel Comput. 10-11 db/journals/pc/pc17.html#SunG91 https://doi.org/10.1016/S0167-8191(05)80028-6
Milton C. Wikstrom John L. Gustafson Gurpur M. Prabhu A Threshold Test for Dynamic Load Balancers. 268-269 1991 conf/icpp/1991-2 ICPP (2) db/conf/icpp/icpp1991-2.html#WikstromGP91 Xian-He Sun John L. Gustafson SIZEUP: A New Parallel Performance Metric. 298-299 1991 conf/icpp/1991-2 ICPP (2) db/conf/icpp/icpp1991-2.html#SunG91 Mark P. Sears Robert E. Benner John L. Gustafson A Radar Simulation Program for a 1024 Node Hypercube. 226 1989 conf/ppsc/1989 PP db/conf/ppsc/ppsc1989.html#SearsBG89 John L. Gustafson Robert E. Benner Mark P. Sears Thomas D. Sullivan A radar simulation program for a 1024-processor hypercube. 96-105 1989 SC https://doi.org/10.1145/76263.76274 conf/sc/1989 db/conf/sc/sc1989.html#GustafsonBSS89
John L. Gustafson Reevaluating Amdahl's Law. 532-533 1988 31 Commun. ACM 5 db/journals/cacm/cacm31.html#Gustafson88 https://doi.org/10.1145/42411.42415 https://www.wikidata.org/entity/Q55933706
John L. Gustafson Gary R. Montry Programming and Performance on a Cube-Connected Architecture. 97-100 1988 conf/compcon/1988 COMPCON db/conf/compcon/compcon1988.html#GustafsonM88 https://doi.org/10.1109/CMPCON.1988.4835 https://doi.ieeecomputersociety.org/10.1109/CMPCON.1988.4835
Alan E. Charlesworth John L. Gustafson Introducing Replicated VLSI to Supercomputing: the FPS-164/MAX Scientific Computer. 10-23 1986 19 Computer 3 db/journals/computer/computer19.html#CharlesworthG86 https://doi.org/10.1109/MC.1986.1663175 http://doi.ieeecomputersociety.org/10.1109/MC.1986.1663175
John L. Gustafson Stuart Hawkinson Ken Scott The Architecture of a Homogeneous Vector Supercomputer. 297-304 1986 3 J. Parallel Distributed Comput. 3 db/journals/jpdc/jpdc3.html#GustafsonHS86 https://doi.org/10.1016/0743-7315(86)90017-1
John L. Gustafson Stuart Hawkinson Ken Scott The Architecture of a Homogeneous Vector Supercomputer. 649-652 1986 conf/icpp/1986 ICPP db/conf/icpp/icpp1986.html#GustafsonHS86 Mridul Aanjaneya Yuri Alexeev Srinivas Aluru John Vincent Atanasoff Gordon Bell Robert E. Benner Kiril L. Boyanov Charles G. Call Zachariah Carmichael Michael Carter Carl K. Chang Ik Joon Chang Alan E. Charlesworth Rohit Chaurasiya Yin-Shan Chow Marco Cococcioni Thomas M. Conte Florent de Dinechin Stephen T. Elbert Vladimir Getov Andre Guntoro Stuart Hawkinson Nhut-Minh Ho Deepak Ingole Chaitanya Jugade Vedant Karia Hironori Kasahara Char Khazanov Dhireesha Kudithipudi Michal Kvasnica Martin Langhammer Hamed Fatemi LangroudiSeyed Hamed Fatemi Langroudi Siew Hoon Leong Rainer Leupers Jeffrey Lillie Jay P. Lim Farhad Merchant Marek T. Michalewicz Dejan S. Milojicic Gary R. Montry Lenore M. Restifo Mullin Santosh Nagarakatte Sangeeth Nambiar Jonathan Neudorfer Duy Thanh Nguyen Kaustav Niyogi Tej Pandit Cecilia De la Parra Gurpur M. Prabhu Ankitha Reddy Federico Rossi 0003 Diane T. Rover Emanuele Ruffaldi Sergio Saponara Vinay Saxena Ken Scott Mark P. Sears Fatih Erdogan Sevilgen Rahul Shrestha Himeshi De Silva Quinn Snell Dayaram N. Sonawane Thomas D. Sullivan Xian-He Sun Hongshi Tan Rajat Todi Vicki Tsai Milton C. Wikstrom Michael R. Williams Weng-Fai Wong Isaac T. Yonemoto Abdullah M. Zyarah