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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

Optimization of sparse matrix–vector multiplication on emerging multicore platforms

Samuel Williams, Leonid Oliker, Richard Vuduc, John Shalf, Katherine Yelick, James Demmel

Journal:

Parallel Computing

Year:

2009

Language:

english

File:

PDF, 1.06 MB

english, 2009

3

[ACM Press the 2007 ACM/IEEE conference - Reno, Nevada (2007.11.10-2007.11.16)] Proceedings of the 2007 ACM/IEEE conference on Supercomputing - SC '07 - Optimization of sparse matrix-vector multiplication on emerging multicore platforms

Williams, Samuel, Oliker, Leonid, Vuduc, Richard, Shalf, John, Yelick, Katherine, Demmel, James

Year:

2007

Language:

english

File:

PDF, 782 KB

english, 2007

4

When Prefetching Works, When It Doesn’t, and Why

Lee, Jaekyu, Kim, Hyesoon, Vuduc, Richard

Journal:

ACM Transactions on Architecture and Code Optimization

Year:

2012

Language:

english

File:

PDF, 1.97 MB

english, 2012

5

What GPU Computing Means for High-End Systems

Vuduc, Richard, Czechowski, Kent

Journal:

Year:

2011

Language:

english

File:

PDF, 333 KB

english, 2011

6

OSKI: A library of automatically tuned sparse matrix kernels

Vuduc, Richard, Demmel, James W, Yelick, Katherine A

Journal:

Journal of Physics Conference Series

Year:

2005

Language:

english

File:

PDF, 166 KB

english, 2005

7

Toward interactive statistical modeling

Sooraj Bhat, Ashish Agarwal, Alexander Gray, Richard Vuduc

Journal:

Procedia Computer Science

Year:

2010

Language:

english

File:

PDF, 294 KB

english, 2010

8

When cache blocking of sparse matrix vector multiply works and why

Rajesh Nishtala, Richard W. Vuduc, James W. Demmel, Katherine A. Yelick

Journal:

Applicable Algebra in Engineering, Communication and Computing

Year:

2007

Language:

english

File:

PDF, 390 KB

english, 2007

9

A massively parallel adaptive fast multipole method on heterogeneous architectures

Lashuk, Ilya, Biros, George, Chandramowlishwaran, Aparna, Langston, Harper, Nguyen, Tuan-Anh, Sampath, Rahul, Shringarpure, Aashay, Vuduc, Richard, Ying, Lexing, Zorin, Denis

Journal:

Communications of the ACM

Year:

2012

Language:

english

File:

PDF, 882 KB

english, 2012

10

Sparsity: Optimization Framework for Sparse Matrix Kernels

Im, Eun-Jin, Yelick, Katherine, Vuduc, Richard

Journal:

International Journal of High Performance Computing Applications

Year:

2004

Language:

english

File:

PDF, 1.18 MB

english, 2004

11

Model-driven autotuning of sparse matrix-vector multiply on GPUs

Choi, Jee W., Singh, Amik, Vuduc, Richard W.

Journal:

ACM SIGPLAN Notices

Year:

2010

Language:

english

File:

PDF, 896 KB

english, 2010

12

Step Ring-Based Three-Dimensional Path Planning Via Graphics Processing Unit Simulation for Subtractive Three-Dimensional Printing

Wu, Zhengkai, Tucker, Thomas M., Nath, Chandra, Kurfess, Thomas R., Vuduc, Richard W.

Journal:

Journal of Manufacturing Science and Engineering

Year:

2016

Language:

english

File:

PDF, 2.70 MB

english, 2016

13

[ASME ASME 2016 11th International Manufacturing Science and Engineering Conference - Blacksburg, Virginia, USA (Monday 27 June 2016)] Volume 2: Materials; Biomanufacturing; Properties, Applications and Systems; Sustainable Manufacturing - A Graphical Approach for Freeform Surface Offsetting With GPU Acceleration for Subtractive 3D Printing

Hossain, Mohammad M., Vuduc, Richard W., Nath, Chandra, Kurfess, Thomas R., Tucker, Thomas M.

Year:

2016

Language:

english

File:

PDF, 3.86 MB

english, 2016

14

A GPU-Accelerated Freeform Surface Offsetting Method for High-Resolution Subtractive 3D Printing (Machining)

Hossain, Mohammad, Nath, Chandra, Tucker, Thomas M., Vuduc, Richard, Kurfess, Thomas

Journal:

Journal of Manufacturing Science and Engineering

Year:

2017

Language:

english

File:

PDF, 10.21 MB

english, 2017

15

The Sixth International Workshop on Automatic Performance Tuning (iWAPT2011)

Takahiro Katagiri, Richard Vuduc

Journal:

Procedia Computer Science

Year:

2011

Language:

english

File:

PDF, 156 KB

english, 2011

16

[IEEE 2012 26th IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Shanghai, China (2012.05.21-2012.05.25)] 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum - Communication-Optimal Parallel N-body Solvers

Chandramowlishwaran, Aparna, Vuduc, Richard W.

Year:

2012

Language:

english

File:

PDF, 375 KB

english, 2012

17

Undifferentiated facial electromyography responses to dynamic, audio-visual emotion displays in individuals with autism spectrum disorders

Rozga, Agata, King, Tricia Z., Vuduc, Richard W., Robins, Diana L.

Journal:

Developmental Science

Year:

2013

Language:

english

File:

PDF, 435 KB

english, 2013

18

[ACM Press the 15th ACM SIGPLAN symposium - Bangalore, India (2010.01.09-2010.01.14)] Proceedings of the 15th ACM SIGPLAN symposium on Principles and practice of parallel programming - PPoPP '10 - Model-driven autotuning of sparse matrix-vector multiply on GPUs

Choi, Jee W., Singh, Amik, Vuduc, Richard W.

Year:

2010

Language:

english

File:

PDF, 896 KB

english, 2010

19

[IEEE 2010 SC - International Conference for High Performance Computing, Networking, Storage and Analysis - New Orleans, LA, USA (2010.11.13-2010.11.19)] 2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis - Petascale Direct Numerical Simulation of Blood Flow on 200K Cores and Heterogeneous Architectures

Rahimian, Abtin, Lashuk, Ilya, Veerapaneni, Shravan, Chandramowlishwaran, Aparna, Malhotra, Dhairya, Moon, Logan, Sampath, Rahul, Shringarpure, Aashay, Vetter, Jeffrey, Vuduc, Richard, Zorin, Denis, B

Year:

2010

Language:

english

File:

PDF, 1.97 MB

english, 2010

20

[IEEE 2010 SC - International Conference for High Performance Computing, Networking, Storage and Analysis - New Orleans, LA, USA (2010.11.13-2010.11.19)] 2010 ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis - Diagnosis, Tuning, and Redesign for Multicore Performance: A Case Study of the Fast Multipole Method

Chandramowlishwarany, Aparna, Madduri, Kamesh, Vuduc, Richard

Year:

2010

Language:

english

File:

PDF, 1.59 MB

english, 2010

21

[IEEE 2010 43rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) - Atlanta, GA, USA (2010.12.4-2010.12.8)] 2010 43rd Annual IEEE/ACM International Symposium on Microarchitecture - Many-Thread Aware Prefetching Mechanisms for GPGPU Applications

Lee, Jaekyu, Lakshminarayana, Nagesh B., Kim, Hyesoon, Vuduc, Richard

Year:

2010

Language:

english

File:

PDF, 951 KB

english, 2010

22

[IEEE 2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA) - Minneapolis, MN, USA (2014.6.14-2014.6.18)] 2014 ACM/IEEE 41st International Symposium on Computer Architecture (ISCA) - Improving the energy efficiency of Big Cores

Czechowski, Kenneth, Lee, Victor W., Grochowski, Ed, Ronen, Ronny, Singhal, Ronak, Vuduc, Richard, Dubey, Pradeep

Year:

2014

Language:

english

File:

PDF, 1.31 MB

english, 2014

23

[IEEE 2013 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) - Cambridge, MA, USA (2013.05.20-2013.05.24)] 2013 IEEE 27th International Symposium on Parallel and Distributed Processing - A Roofline Model of Energy

Choi, Jee Whan, Bedard, Daniel, Fowler, Robert, Vuduc, Richard

Year:

2013

Language:

english

File:

PDF, 321 KB

english, 2013

24

[IEEE Third International Workshop on Software Engineering for High Performance Computing Applications (SE-HPC '07) - Minneapolis, MN, USA (2007.05.20-2007.05.26)] Third International Workshop on Software Engineering for High Performance Computing Applications (SE-HPC '07) - Tool Support for Inspecting the Code Quality of HPC Applications

Panas, Thomas, Quinlan, Dan, Vuduc, Richard

Year:

2007

Language:

english

File:

PDF, 519 KB

english, 2007

25

[IEEE 2014 IEEE International Parallel & Distributed Processing Symposium (IPDPS) - Phoenix, AZ, USA (2014.5.19-2014.5.23)] 2014 IEEE 28th International Parallel and Distributed Processing Symposium - Algorithmic Time, Energy, and Power on Candidate HPC Compute Building Blocks

Choi, Jee, Dukhan, Marat, Liu, Xing, Vuduc, Richard

Year:

2014

Language:

english

File:

PDF, 1.06 MB

english, 2014

26

[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 - Optimizing the computation of n-point correlations on large-scale astronomical data

March, William B., Czechowski, Kenneth, Dukhan, Marat, Benson, Thomas, Lee, Dongryeol, Connolly, Andrew J., Vuduc, Richard, Chow, Edmond, Gray, Alexander G.

Year:

2012

Language:

english

File:

PDF, 1.40 MB

english, 2012

27

[IEEE 2009 International Conference on Parallel Processing (ICPP) - Vienna, Austria (2009.09.22-2009.09.25)] 2009 International Conference on Parallel Processing - Direct N-body Kernels for Multicore Platforms

Arora, Nitin, Shringarpure, Aashay, Vuduc, Richard W.

Year:

2009

Language:

english

File:

PDF, 1011 KB

english, 2009

28

[IEEE 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) - Atlanta, GA, USA (2010.04.19-2010.04.23)] 2010 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) - Optimizing and tuning the fast multipole method for state-of-the-art multicore architectures

Chandramowlishwaran, Aparna, Williams, Samuel, Oliker, Leonid, Lashuk, Ilya, Biros, George, Vuduc, Richard

Year:

2010

Language:

english

File:

PDF, 907 KB

english, 2010

29

[IEEE 2013 IEEE International Symposium on Parallel & Distributed Processing (IPDPS) - Cambridge, MA, USA (2013.05.20-2013.05.24)] 2013 IEEE 27th International Symposium on Parallel and Distributed Processing - A Theoretical Framework for Algorithm-Architecture Co-design

Czechowski, Kenneth, Vuduc, Richard

Year:

2013

Language:

english

File:

PDF, 1.66 MB

english, 2013

30

UNICORN : a unified approach for localizing non-deadlock concurrency bugs

Park, Sangmin, Vuduc, Richard, Harrold, Mary Jean

Journal:

Software Testing, Verification and Reliability

Year:

2015

Language:

english

File:

PDF, 1.04 MB

english, 2015

31

A distributed kernel summation framework for general-dimension machine learning

Lee, Dongryeol, Sao, Piyush, Vuduc, Richard, Gray, Alexander G.

Journal:

Statistical Analysis and Data Mining

Year:

2014

Language:

english

File:

PDF, 1.34 MB

english, 2014

32

[IEEE 2012 IEEE Fifth International Conference on Software Testing, Verification and Validation (ICST) - Montreal, QC, Canada (2012.04.17-2012.04.21)] 2012 IEEE Fifth International Conference on Software Testing, Verification and Validation - A Unified Approach for Localizing Non-deadlock Concurrency Bugs

Park, Sangmin, Vuduc, Richard, Harrold, Mary Jean

Year:

2012

Language:

english

File:

PDF, 335 KB

english, 2012

33

[IEEE 2012 26th IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Shanghai, China (2012.05.21-2012.05.25)] 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum - Courses in High-performance Computing for Scientists and Engineers

Vuduc, Richard W., Czechowski, Kenneth, Chandramowlishwaran, Aparna, Choi, Jee Whan

Year:

2012

Language:

english

File:

PDF, 353 KB

english, 2012

34

[IEEE 2007 IEEE International Parallel and Distributed Processing Symposium - Long Beach, CA, USA (2007.03.26-2007.03.30)] 2007 IEEE International Parallel and Distributed Processing Symposium - POET: Parameterized Optimizations for Empirical Tuning

Yi, Qing, Seymour, Keith, You, Haihang, Vuduc, Richard, Quinlan, Dan

Year:

2007

Language:

english

File:

PDF, 245 KB

english, 2007

35

[IEEE 12th IEEE International Conference on Engineering Complex Computer Systems (ICECCS 2007) - Auckland, New Zealand (2007.07.11-2007.07.14)] 12th IEEE International Conference on Engineering Complex Computer Systems (ICECCS 2007) - Communicating Software Architecture using a Unified Single-View Visualization

Panas, Thomas, Epperly, Thomas, Quinlan, Daniel, Saebjornsen, Andreas, Vuduc, Richard

Year:

2007

Language:

english

File:

PDF, 2.71 MB

english, 2007

36

[IEEE 2012 26th IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Shanghai, China (2012.05.21-2012.05.25)] 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum - Modeling and Analysis for Performance and Power

Choi, Jee Whan, Vuduc, Richard W.

Year:

2012

Language:

english

File:

PDF, 327 KB

english, 2012

37

[IEEE 2011 Winter Simulation Conference - (WSC 2011) - Phoenix, AZ, USA (2011.12.11-2011.12.14)] Proceedings of the 2011 Winter Simulation Conference (WSC) - The Backstroke framework for source level reverse computation applied to parallel discrete event simulation

Vulov, George, Hou, Cong, Vuduc, Richard, Fujimoto, Richard, Quinlan, Daniel, Jefferson, David

Year:

2011

Language:

english

File:

PDF, 439 KB

english, 2011

38

[IEEE Distributed Processing (IPDPS) - Rome, Italy (2009.05.23-2009.05.29)] 2009 IEEE International Symposium on Parallel & Distributed Processing - Understanding the design trade-offs among current multicore systems for numerical computations

Kang, Seunghwa, Bader, David A., Vuduc, Richard

Year:

2009

Language:

english

File:

PDF, 849 KB

english, 2009

39

[ACM Press the Workshop - Denver, Colorado (2013.11.17-2013.11.21)] Proceedings of the Workshop on Latest Advances in Scalable Algorithms for Large-Scale Systems - ScalA '13 - Self-stabilizing iterative solvers

Sao, Piyush, Vuduc, Richard

Year:

2013

Language:

english

File:

PDF, 452 KB

english, 2013

40

Statistical Models for Empirical Search-Based Performance Tuning

Vuduc, Richard, Demmel, James W., Bilmes, Jeff A.

Journal:

International Journal of High Performance Computing Applications

Year:

2004

Language:

english

File:

PDF, 960 KB

english, 2004

41

[ACM Press the 32nd ACM/IEEE International Conference - Cape Town, South Africa (2010.05.01-2010.05.08)] Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - ICSE '10 - Falcon

Park, Sangmin, Vuduc, Richard W., Harrold, Mary Jean

Year:

2010

Language:

english

File:

PDF, 264 KB

english, 2010

42

[ACM Press the 2013 International Symposium - Lugano, Switzerland (2013.07.15-2013.07.20)] Proceedings of the 2013 International Symposium on Software Testing and Analysis - ISSTA 2013 - Griffin: grouping suspicious memory-access patterns to improve understanding of concurrency bugs

Park, Sangmin, Harrold, Mary Jean, Vuduc, Richard

Year:

2013

Language:

english

File:

PDF, 692 KB

english, 2013

43

[ACM Press Proceedinbgs of the 24th ACM symposium - Pittsburgh, Pennsylvania, USA (2012.06.25-2012.06.27)] Proceedinbgs of the 24th ACM symposium on Parallelism in algorithms and architectures - SPAA '12 - Brief announcement

Chandramowlishwaran, Aparna, Choi, JeeWhan, Madduri, Kamesh, Vuduc, Richard

Year:

2012

Language:

english

File:

PDF, 440 KB

english, 2012

44

How much (execution) time and energy does my algorithm cost?

Choi, Jee Whan, Vuduc, Richard W.

Journal:

XRDS Crossroads The ACM Magazine for Students

Year:

2013

Language:

english

File:

PDF, 284 KB

english, 2013

45

[ACM Press the Conference - Portland, Oregon (2009.11.14-2009.11.20)] Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis - SC '09 - A massively parallel adaptive fast-multipole method on heterogeneous architectures

Lashuk, Ilya, Biros, George, Chandramowlishwaran, Aparna, Langston, Harper, Nguyen, Tuan-Anh, Sampath, Rahul, Shringarpure, Aashay, Vuduc, Richard, Ying, Lexing, Zorin, Denis

Year:

2009

Language:

english

File:

PDF, 707 KB

english, 2009

46

[ACM Press the 15th ACM SIGPLAN symposium - Bangalore, India (2010.01.09-2010.01.14)] Proceedings of the 15th ACM SIGPLAN symposium on Principles and practice of parallel programming - PPoPP '10 - Applying the concurrent collections programming model to asynchronous parallel dense linear algebra

Chandramowlishwaran, Aparna, Knobe, Kathleen, Vuduc, Richard

Year:

2010

Language:

english

File:

PDF, 472 KB

english, 2010

47

[ACM Press the 39th annual ACM SIGPLAN-SIGACT symposium - Philadelphia, PA, USA (2012.01.25-2012.01.27)] Proceedings of the 39th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages - POPL '12 - A type theory for probability density functions

Bhat, Sooraj, Agarwal, Ashish, Vuduc, Richard, Gray, Alexander

Year:

2012

Language:

english

File:

PDF, 497 KB

english, 2012

48

[ACM Press the 27th ACM - Portland, Oregon, USA (2015.06.13-2015.06.15)] Proceedings of the 27th ACM on Symposium on Parallelism in Algorithms and Architectures - SPAA '15 - Branch-Avoiding Graph Algorithms

Green, Oded, Dukhan, Marat, Vuduc, Richard

Year:

2015

Language:

english

File:

PDF, 1.01 MB

english, 2015

49

[ACM Press the 26th ACM international conference - San Servolo Island, Venice, Italy (2012.06.25-2012.06.29)] Proceedings of the 26th ACM international conference on Supercomputing - ICS '12 - On the communication complexity of 3D FFTs and its implications for Exascale

Czechowski, Kenneth, Battaglino, Casey, McClanahan, Chris, Iyer, Kartik, Yeung, P.-K., Vuduc, Richard

Year:

2012

Language:

english

File:

PDF, 546 KB

english, 2012

50

[ACM Press Proceeding of the 2006 workshop - Portland, Maine, USA (2006.07.17-2006.07.17)] Proceeding of the 2006 workshop on Parallel and distributed systems: testing and debugging - PADTAD '06 - Improving distributed memory applications testing by message perturbation

Vuduc, Richard, Schulz, Martin, Quinlan, Dan, de Supinski, Bronis, Sæbjørnsen, Andreas

Year:

2006

Language:

english

File:

PDF, 683 KB

english, 2006