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1

Performance Analysis and Tuning for General Purpose Graphics Processing Units (GPGPU)

Kim, Hyesoon, Vuduc, Richard, Baghsorkhi, Sara, Choi, Jee, Hwu, Wen-mei

Journal:

Synthesis Lectures on Computer Architecture

Year:

2012

Language:

english

File:

PDF, 13.77 MB

english, 2012

2

[IEEE 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Chicago, IL, USA (2016.5.23-2016.5.27)] 2016 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - WebGPU: A Scalable Online Development Platform for GPU Programming Courses

Dakkak, Abdul, Pearson, Carl, Hwu, Wen-Mei

Year:

2016

Language:

english

File:

PDF, 567 KB

english, 2016

3

Accelerator Architectures A Ten-Year Retrospective

Hwu, Wen-mei, Patel, Sanjay

Journal:

Year:

2018

Language:

english

File:

PDF, 608 KB

english, 2018

4

High-Performance Computing with Accelerators

Kindratenko, Volodymyr, Wilhelmson, Robert, Brunner, Robert, J. Martïnez, Todd, Hwu, Wen-mei

Journal:

Computing in Science & Engineering

Year:

2010

Language:

english

File:

PDF, 1019 KB

english, 2010

5

Algorithm and Data Optimization Techniques for Scaling to Massively Threaded Systems

Stratton, John A., Rodrigues, Christopher, Sung, I-Jui, Chang, Li-Wen, Anssari, Nasser, Liu, Geng, Hwu, Wen-mei W., Obeid, Nady

Journal:

Year:

2012

Language:

english

File:

PDF, 5.00 MB

english, 2012

6

Integrated predicated and speculative execution in the IMPACT EPIC architecture

August, David I., Connors, Daniel A., Mahlke, Scott A., Sias, John W., Crozier, Kevin M., Cheng, Ben-Chung, Eaton, Patrick R., Olaniran, Qudus B., Hwu, Wen-mei W.

Journal:

ACM SIGARCH Computer Architecture News

Year:

1998

Language:

english

File:

PDF, 1.52 MB

english, 1998

7

[IEEE 2017 IEEE 19th International Conference on High Performance Computing and Communications, IEEE 15th International Conference on Smart City and IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS) - Bangkok (2017.12.18-2017.12.20)] 2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS) - Revisiting Online Autotuning for Sparse-Matrix Vector Multiplication Kernels on Next-Generation Architectures

Gonzalo, Simon Garcia De, Hammond, Simon D., Trott, Christian R., Hwu, and Wen-Mei

Year:

2017

Language:

english

File:

PDF, 292 KB

english, 2017

8

Common Bonds: MIPS, HPS, Two-Level Branch Prediction, and Compressed Code RISC Processor

Mutlu, Onur, Belgard, Rich, Gross, Thomas R., Jouppi, Norman R., Hennessy, John L., Przybylski, Steven, Rowen, Chris, Patt, Yale N., Hwu, Wen-Mei W., Melvin, Stephen W., Shebanow, Michael C., Yeh, Tse

Journal:

Year:

2016

Language:

english

File:

PDF, 1016 KB

english, 2016

9

[IEEE 2019 29th International Conference on Field Programmable Logic and Applications (FPL) - Barcelona, Spain (2019.9.8-2019.9.12)] 2019 29th International Conference on Field Programmable Logic and Applications (FPL) - Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device

Min, Seung Won, Huang, Sitao, El-Hadedy, Mohamed, Xiong, Jinjun, Chen, Deming, Hwu, Wen-mei

Year:

2019

Language:

english

File:

PDF, 148 KB

english, 2019

10

[IEEE 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) - Miami, FL, USA (2019.7.15-2019.7.17)] 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) - Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads

Dhar, Ashutosh, Huang, Sitao, Xiong, Jinjun, Jamsek, Damir, Mesnet, Bruno, Huang, Jian, Kim, Nam Sung, Hwu, Wen-mei, Chen, Deming

Year:

2019

Language:

english

File:

PDF, 349 KB

english, 2019

11

[ACM Press the International Conference - San Diego, California (2018.11.05-2018.11.08)] Proceedings of the International Conference on Computer-Aided Design - ICCAD '18 - DNNBuilder

Zhang, Xiaofan, Wang, Junsong, Zhu, Chao, Lin, Yonghua, Xiong, Jinjun, Hwu, Wen-mei, Chen, Deming

Year:

2018

Language:

english

File:

PDF, 2.04 MB

english, 2018

12

[ACM Press 2nd Workshop - Washington, D.C. (2009.03.08-2009.03.08)] Proceedings of 2nd Workshop on General Purpose Processing on Graphics Processing Units - GPGPU-2 - High performance computation and interactive display of molecular orbitals on GPUs and multi-core CPUs

Stone, John E., Saam, Jan, Hardy, David J., Vandivort, Kirby L., Hwu, Wen-mei W., Schulten, Klaus

Year:

2009

Language:

english

File:

PDF, 989 KB

english, 2009

13

Hardware support for dynamic activation of compiler-directed computation reuse

Connors, Daniel A., Hunter, Hillery C., Cheng, Ben-Chung, Hwu, Wen-mei W.

Journal:

ACM SIGOPS Operating Systems Review

Year:

2000

Language:

english

File:

PDF, 280 KB

english, 2000

14

[IEEE 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) - Boulder, CO, USA (2018.4.29-2018.5.1)] 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) - AccDNN: An IP-Based DNN Generator for FPGAs

Zhang, Xiaofan, Wang, Junsong, Zhu, Chao, Lin, Yonghua, Xiong, Jinjun, Hwu, Wen-mei, Chen, Deming

Year:

2018

File:

PDF, 1.53 MB

2018

15

[IEEE 2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) - Zhangjiajie, China (2019.8.10-2019.8.12)] 2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) - An Efficient GPU Implementation Technique for Higher-Order 3D Stencils

Anjum, Omer, Simon, Garcia de Gonzalo, Hidayetoglu, Mert, Hwu, Wen-Mei

Year:

2019

Language:

english

File:

PDF, 645 KB

english, 2019

16

[IEEE 2012 IEEE 12th International Conference on Data Mining (ICDM) - Brussels, Belgium (2012.12.10-2012.12.13)] 2012 IEEE 12th International Conference on Data Mining - Efficient Pattern-Based Time Series Classification on GPU

Chang, Kai-Wei, Deka, Biplab, Hwu, Wen-Mei W., Roth, Dan

Year:

2012

Language:

english

File:

PDF, 511 KB

english, 2012

17

[ACM Press the 2019 ACM/SPEC International Conference - Mumbai, India (2019.04.07-2019.04.11)] Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering - ICPE '19 - Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA Architectures

Huang, Sitao, Chen, Deming, Hwu, Wen-mei, Chang, Li-Wen, El Hajj, Izzat, Garcia de Gonzalo, Simon, Gómez-Luna, Juan, Chalamalasetti, Sai Rahul, El-Hadedy, Mohamed, Milojicic, Dejan, Mutlu, Onur

Year:

2019

Language:

english

File:

PDF, 1.79 MB

english, 2019

18

[IEEE 1994 International Conference on Parallel Processing-Vol 1 (ICPP'94) - North Carolina State University, NC, USA (1994.08.15-1994.08.19)] 1994 International Conference on Parallel Processing-Vol 1 (ICPP'94) - An Analytical Approach to Scheduling Code for Superscalar and VLIW Architectures

Chen, Shyh-kwei, Fuchs, W., Hwu, Wen-mei

Year:

1994

Language:

english

File:

PDF, 313 KB

english, 1994

19

[ACM Press the 8th Workshop - San Francisco, CA, USA (2015.02.07-2015.02.07)] Proceedings of the 8th Workshop on General Purpose Processing using GPUs - GPGPU 2015 - GPU-SM: shared memory multi-GPU programming

Cabezas, Javier, Jordà, Marc, Gelado, Isaac, Navarro, Nacho, Hwu, Wen-mei

Year:

2015

Language:

english

File:

PDF, 2.23 MB

english, 2015

20

Hardware–compiler co-design for adjustable data power savings

Hillery C. Hunter, Erik M. Nystrom, Daniel A. Connors, Wen-mei W. Hwu

Journal:

Microprocessors and Microsystems

Year:

2009

Language:

english

File:

PDF, 622 KB

english, 2009

21

[IEEE 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS) - New Orleans, LA, USA (2020.5.18-2020.5.22)] 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS) - Benanza: Automatic Î¼Benchmark Generation to Compute "Lower-bound" Latency and Inform Optimizations of Deep Learning Models on GPUs

Li, Cheng, Dakkak, Abdul, Xiong, Jinjun, Hwu, Wen-mei

Year:

2020

File:

PDF, 792 KB

2020

22

Energy saving and capacity improvement potential of power control in multi-hop wireless networks

Jeffrey Monks, Jean-Pierre Ebert, Wen-Mei W Hwu, Adam Wolisz

Journal:

Computer Networks

Year:

2003

Language:

english

File:

PDF, 383 KB

english, 2003

23

[IEEE 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Taipei, Taiwan (2016.10.15-2016.10.19)] 2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Efficient kernel synthesis for performance portable programming

Chang, Li-Wen, Hajj, Izzat El, Rodrigues, Christopher, Gomez-Luna, Juan, Hwu, Wen-mei

Year:

2016

Language:

english

File:

PDF, 682 KB

english, 2016

24

[IEEE 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Fukuoka, Japan (2018.10.20-2018.10.24)] 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Application-Transparent Near-Memory Processing Architecture with Memory Channel Network

Alian, Mohammad, Min, Seung Won, Asgharimoghaddam, Hadi, Dhar, Ashutosh, Wang, Dong Kai, Roewer, Thomas, McPadden, Adam, O'Halloran, Oliver, Chen, Deming, Xiong, Jinjun, Kim, Daehoon, Hwu, Wen-mei, Ki

Year:

2018

Language:

english

File:

PDF, 686 KB

english, 2018

25

[IEEE 2019 IEEE 12th International Conference on Cloud Computing (CLOUD) - Milan, Italy (2019.7.8-2019.7.13)] 2019 IEEE 12th International Conference on Cloud Computing (CLOUD) - TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep Learning Inference in Function-as-a-Service

Dakkak, Abdul, Li, Cheng, Garcia de Gonzalo, Simon, Xiong, Jinjun, Hwu, Wen-mei

Year:

2019

Language:

english

File:

PDF, 1.14 MB

english, 2019

26

[ACM Press the 24th Asia and South Pacific Design Automation Conference - Tokyo, Japan (2019.01.21-2019.01.24)] Proceedings of the 24th Asia and South Pacific Design Automation Conference on - ASPDAC '19 - Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS

Li, Qin, Zhang, Xiaofan, Xiong, JinJun, Hwu, Wen-mei, Chen, Deming

Year:

2019

Language:

english

File:

PDF, 869 KB

english, 2019

27

Iterative Modulo Scheduling

Mutlu, Onur, Mahlke, Scott, Conte, Tom, Hwu, Wen-Mei

Journal:

Year:

2018

Language:

english

File:

PDF, 241 KB

english, 2018

28

[IEEE 2019 IEEE High Performance Extreme Computing Conference (HPEC) - Waltham, MA, USA (2019.9.24-2019.9.26)] 2019 IEEE High Performance Extreme Computing Conference (HPEC) - Update on Triangle Counting on GPU

Pearson, Carl, Almasri, Mohammad, Anjum, Omer, Mailthody, Vikram S., Qureshi, Zaid, Nagi, Rakesh, Xiong, Jinjun, Hwu, Wen-mei

Year:

2019

Language:

english

File:

PDF, 10.66 MB

english, 2019

29

What is ahead for parallel computing

Journal:

Journal of Parallel and Distributed Computing

Year:

2014

Language:

english

File:

PDF, 1.15 MB

english, 2014

30

[IEEE 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Cambridge, United Kingdom (2014.12.13-2014.12.17)] 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture - Adaptive Cache Management for Energy-Efficient GPU Computing

Chen, Xuhao, Chang, Li-Wen, Rodrigues, Christopher I., Lv, Jie, Wang, Zhiying, Hwu, Wen-Mei

Year:

2014

Language:

english

File:

PDF, 411 KB

english, 2014

31

Dynamic memory disambiguation using the memory conflict buffer

Gallagher, David M., Chen, William Y., Mahlke, Scott A., Gyllenhaal, John C., Hwu, Wen-mei W.

Journal:

ACM SIGOPS Operating Systems Review

Year:

1994

Language:

english

File:

PDF, 1.25 MB

english, 1994

32

Foreword to the Special Issue

Steve Beaty, Wen-Mei Hwu

Journal:

International Journal of Parallel Programming

Year:

1998

Language:

english

File:

PDF, 54 KB

english, 1998

33

[IEEE 2010 IEEE 10th International Conference on Computer and Information Technology (CIT) - Bradford, United Kingdom (2010.06.29-2010.07.1)] 2010 10th IEEE International Conference on Computer and Information Technology - XMalloc: A Scalable Lock-free Dynamic Memory Allocator for Many-core Machines

Huang, Xiaohuang, Rodrigues, Christopher I., Jones, Stephen, Buck, Ian, Hwu, Wen-mei

Year:

2010

Language:

english

File:

PDF, 343 KB

english, 2010

34

[IEEE 2012 SC - International Conference for High Performance Computing, Networking, Storage and Analysis - Salt Lake City, UT, USA (2012.11.10-2012.11.16)] 2012 International Conference for High Performance Computing, Networking, Storage and Analysis - A scalable, numerically stable, high-performance tridiagonal solver using GPUs

Chang, Li-Wen, Stratton, John A., Kim, Hee-Seok, Hwu, Wen-Mei W.

Year:

2012

Language:

english

File:

PDF, 2.51 MB

english, 2012

35

[IEEE Conference Publications Design, Automation and Test in Europe - Grenoble, France (2015.03.9-2015.03.13)] Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015 - FPGA Accelerated DNA Error Correction

Ramachandran, Anand, Heo, Yun, Hwu, Wen-Mei, Ma, Jian, Chen, Deming

Year:

2015

Language:

english

File:

PDF, 706 KB

english, 2015

36

[ACM Press the Twenty-Fourth International Conference - Providence, RI, USA (2019.04.13-2019.04.17)] Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS '19 - FlatFlash

Abulila, Ahmed, Mailthody, Vikram Sharma, Qureshi, Zaid, Huang, Jian, Kim, Nam Sung, Xiong, Jinjun, Hwu, Wen-mei

Year:

2019

Language:

english

File:

PDF, 3.56 MB

english, 2019

37

Accelerator Architectures

Patel, Sanjay, Hwu, Wen-mei W.

Journal:

Year:

2008

Language:

english

File:

PDF, 413 KB

english, 2008

38

[ACM Press the 13th ACM SIGPLAN Symposium - Salt Lake City, UT, USA (2008.02.20-2008.02.23)] Proceedings of the 13th ACM SIGPLAN Symposium on Principles and practice of parallel programming - PPoPP '08 - Optimization principles and application performance evaluation of a multithreaded GPU using CUDA

Ryoo, Shane, Rodrigues, Christopher I., Baghsorkhi, Sara S., Stone, Sam S., Kirk, David B., Hwu, Wen-mei W.

Year:

2008

Language:

english

File:

PDF, 314 KB

english, 2008

39

[IEEE [1988] 21st Annual Workshop on Microprogramming and Microarchitecture - MICRO '21 - San Diego, CA (November 30-December 2, 1988)] [1988] Proceedings of the 21st Annual Workshop on Microprogramming and Microarchitecture - MICRO '21 - Trace Selection For Compiling Large C Application Programs To Microcode

Pohua P. Chang,, Wen-mei W. Hwu,

Year:

1988

File:

PDF, 648 KB

1988

40

[ACM Press the 33rd annual ACM/IEEE international symposium - Monterey, California, United States (2000..-..)] Proceedings of the 33rd annual ACM/IEEE international symposium on Microarchitecture - MICRO 33 - Accurate and efficient predicate analysis with binary decision diagrams

Sias, John W., Hwu, Wen-Mei W., August, David I.

Year:

2000

Language:

english

File:

PDF, 329 KB

english, 2000

41

[ACM Press 25 years of the international symposia - Barcelona, Spain (1998.06.27-1998.07.02)] 25 years of the international symposia on Computer architecture (selected papers) - ISCA '98 - Retrospective: HPSm, a high performance restricted data flow architecture having minimal functionality

Hwu, Wen-mei W., Patt, Yale N.

Year:

1998

Language:

english

File:

PDF, 185 KB

english, 1998

42

[ACM Press the 22nd annual international conference - Island of Kos, Greece (2008.06.07-2008.06.12)] Proceedings of the 22nd annual international conference on Supercomputing - ICS '08 - CUBA

Gelado, Isaac, Kelm, John H., Ryoo, Shane, Lumetta, Steven S., Navarro, Nacho, Hwu, Wen-mei W.

Year:

2008

Language:

english

File:

PDF, 384 KB

english, 2008

43

[ACM Press the 8th ACM/SPEC - L'Aquila, Italy (2017.04.22-2017.04.26)] Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering - ICPE '17 - Collaborative Computing for Heterogeneous Integrated Systems

Chang, Li-Wen, Gómez-Luna, Juan, El Hajj, Izzat, Huang, Sitao, Chen, Deming, Hwu, Wen-mei

Year:

2017

Language:

english

File:

PDF, 993 KB

english, 2017

44

[IEEE 2018 IEEE International Conference on Rebooting Computing (ICRC) - McLean, VA, USA (2018.11.7-2018.11.9)] 2018 IEEE International Conference on Rebooting Computing (ICRC) - Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning

Ambrosi, Joao, Ankit, Aayush, Antunes, Rodrigo, Chalamalasetti, Sai Rahul, Chatterjee, Soumitra, Hajj, Izzat El, Fachini, Guilherme, Faraboschi, Paolo, Foltin, Martin, Huang, Sitao, Hwu, Wen-Mei, Knup

Year:

2018

Language:

english

File:

PDF, 12 KB

english, 2018

45

[ACM Press the 52nd Annual IEEE/ACM International Symposium - Columbus, OH, USA (2019.10.12-2019.10.16)] Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture - MICRO '52 - DeepStore

Mailthody, Vikram Sharma, Hwu, Wen-mei, Qureshi, Zaid, Liang, Weixin, Feng, Ziyan, de Gonzalo, Simon Garcia, Li, Youjie, Franke, Hubertus, Xiong, Jinjun, Huang, Jian

Year:

2019

Language:

english

File:

PDF, 1.10 MB

english, 2019

46

Dynamic memory disambiguation using the memory conflict buffer

Gallagher, David M., Chen, William Y., Mahlke, Scott A., Gyllenhaal, John C., Hwu, Wen-mei W.

Journal:

ACM SIGPLAN Notices

Year:

1994

Language:

english

File:

PDF, 1.25 MB

english, 1994

47

[IEEE 2012 International Conference on Field-Programmable Technology (FPT) - Seoul, Korea (South) (2012.12.10-2012.12.12)] 2012 International Conference on Field-Programmable Technology - Design evaluation of OpenCL compiler framework for Coarse-Grained Reconfigurable Arrays

Kim, Hee-Seok, Ahn, Minwook, Stratton, John A., Hwu, Wen-mei W.

Year:

2012

Language:

english

File:

PDF, 618 KB

english, 2012

48

[IEEE 2011 IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) - Salt Lake City, UT, USA (2011.05.1-2011.05.3)] 2011 IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines - Multilevel Granularity Parallelism Synthesis on FPGAs

Papakonstantinou, Alexandros, Liang, Yun, Stratton, John A., Gururaj, Karthik, Chen, Deming, Hwu, Wen-Mei W., Cong, Jason

Year:

2011

Language:

english

File:

PDF, 532 KB

english, 2011

49

[IEEE The 16th Annual International Symposium on Computer Architecture - Jerusalem (28 May - 1 June, 1989)] The 16th Annual International Symposium on Computer Architecture - Comparing Software And Hardware Schemes For Reducing The Cost Of Branches

Wen-mei W. Hwu,, Conte, T.M., Pohua P. Chang,

Year:

1989

Language:

english

File:

PDF, 748 KB

english, 1989

50

[ACM Press the 24th annual international symposium - Albuquerque, New Mexico, Puerto Rico (1991..-..)] Proceedings of the 24th annual international symposium on Microarchitecture - MICRO 24 - Data access microarchitectures for superscalar processors with compiler-assisted data prefetching

Chen, William Y., Mahlke, Scott A., Chang, Pohua P., Hwu, Wen-mei W.

Year:

1991

Language:

english

File:

PDF, 535 KB

english, 1991

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