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The 19th Heterogeneity in Computing Workshop HCW 2010 Anne Benoit, Program Chair HCW 2010 is sponsored by the U.S. Office of Naval Research and by the IEEE Computer Society, through the Technical Committee on Parallel Processing TCPP Monday, April 19, 2010 [email protected] April 19, 2010 HCW 2010 1/ 9

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Page 1: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

The 19th Heterogeneity in Computing WorkshopHCW 2010

Anne Benoit, Program Chair

HCW 2010 is sponsored by the U.S. Office of Naval Research and by the IEEE

Computer Society, through the Technical Committee on Parallel Processing TCPP

Monday, April 19, 2010

[email protected] April 19, 2010 HCW 2010 1/ 9

Page 2: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010

After 18 successful editions of HCW,

[email protected] April 19, 2010 HCW 2010 2/ 9

Page 3: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010

After 18 successful editions of HCW,

... welcome to Atlanta for HCW 2010 ,

[email protected] April 19, 2010 HCW 2010 2/ 9

Page 4: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010

... but without me /...

[email protected] April 19, 2010 HCW 2010 3/ 9

Page 5: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010

... but without me /...nature is stronger than us ;-)

[email protected] April 19, 2010 HCW 2010 3/ 9

Page 6: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: People

General Chair:David A. Bader, Georgia Institute of Technology, U.S.A.

Program Chair:Anne Benoit, Ecole Normale Superieure de Lyon, France

Vice Program Chairfor ”Robust Scheduling and Fault-Tolerant Techniques”:Qin Zheng, Inst. of High Performance Computing, Singapore

Steering Committee Chair:H. J. Siegel, Colorado State University, U.S.A.

[email protected] April 19, 2010 HCW 2010 4/ 9

Page 7: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: People

General Chair:David A. Bader, Georgia Institute of Technology, U.S.A.

Program Chair:Anne Benoit, Ecole Normale Superieure de Lyon, France

Vice Program Chairfor ”Robust Scheduling and Fault-Tolerant Techniques”:Qin Zheng, Inst. of High Performance Computing, Singapore

Steering Committee Chair:H. J. Siegel, Colorado State University, U.S.A.

[email protected] April 19, 2010 HCW 2010 4/ 9

Page 8: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: People

General Chair:David A. Bader, Georgia Institute of Technology, U.S.A.

Program Chair:Anne Benoit, Ecole Normale Superieure de Lyon, France

Vice Program Chairfor ”Robust Scheduling and Fault-Tolerant Techniques”:Qin Zheng, Inst. of High Performance Computing, Singapore

Steering Committee Chair:H. J. Siegel, Colorado State University, U.S.A.

[email protected] April 19, 2010 HCW 2010 4/ 9

Page 9: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: People

General Chair:David A. Bader, Georgia Institute of Technology, U.S.A.

Program Chair:Anne Benoit, Ecole Normale Superieure de Lyon, France

Vice Program Chairfor ”Robust Scheduling and Fault-Tolerant Techniques”:Qin Zheng, Inst. of High Performance Computing, Singapore

Steering Committee Chair:H. J. Siegel, Colorado State University, U.S.A.

[email protected] April 19, 2010 HCW 2010 4/ 9

Page 10: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: Accepted papers

17 submissions

Reviewed by 3 to 4 members of the technical programcommittee, which includes 39 distinguished researchers from14 countries

10 accepted papers

One invited speaker, Richard Linderman (US Air ForceResearch Laboratory)

[email protected] April 19, 2010 HCW 2010 5/ 9

Page 11: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: Accepted papers

17 submissions

Reviewed by 3 to 4 members of the technical programcommittee, which includes 39 distinguished researchers from14 countries

10 accepted papers

One invited speaker, Richard Linderman (US Air ForceResearch Laboratory)

[email protected] April 19, 2010 HCW 2010 5/ 9

Page 12: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: Accepted papers

17 submissions

Reviewed by 3 to 4 members of the technical programcommittee, which includes 39 distinguished researchers from14 countries

10 accepted papers

One invited speaker, Richard Linderman (US Air ForceResearch Laboratory)

[email protected] April 19, 2010 HCW 2010 5/ 9

Page 13: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: Accepted papers

17 submissions

Reviewed by 3 to 4 members of the technical programcommittee, which includes 39 distinguished researchers from14 countries

10 accepted papers

One invited speaker, Richard Linderman (US Air ForceResearch Laboratory)

[email protected] April 19, 2010 HCW 2010 5/ 9

Page 14: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: The program

9.00-10.00: Keynote talk (H.J. Siegel)Architectural Considerations for a 500 TFLOPSHeterogeneous HPC, R. Linderman

10.00-10.30: Break

10.30-12.00: Session 1: Evaluation of HeterogeneousEnvironments (A. Benoit)

Characterizing Heterogeneous Computing Environments usingSingular Value Decomposition, A. Al-Qawasmeh,T. Maciejewski, H. J. SiegelStatistical Predictors of Computing Power in HeterogeneousClusters, R. Chiang, T. Maciejewski, A. Rosenberg, H. J. SiegelA First Step to the Evaluation of SimGrid in the Context of aReal Application, A. Guermouche, H. Renard

12.00-1.30: Lunch (on your own)

[email protected] April 19, 2010 HCW 2010 6/ 9

Page 15: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: The program

9.00-10.00: Keynote talk (H.J. Siegel)Architectural Considerations for a 500 TFLOPSHeterogeneous HPC, R. Linderman

10.00-10.30: Break

10.30-12.00: Session 1: Evaluation of HeterogeneousEnvironments (A. Benoit)

Characterizing Heterogeneous Computing Environments usingSingular Value Decomposition, A. Al-Qawasmeh,T. Maciejewski, H. J. SiegelStatistical Predictors of Computing Power in HeterogeneousClusters, R. Chiang, T. Maciejewski, A. Rosenberg, H. J. SiegelA First Step to the Evaluation of SimGrid in the Context of aReal Application, A. Guermouche, H. Renard

12.00-1.30: Lunch (on your own)

[email protected] April 19, 2010 HCW 2010 6/ 9

Page 16: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: The program

9.00-10.00: Keynote talk (H.J. Siegel)Architectural Considerations for a 500 TFLOPSHeterogeneous HPC, R. Linderman

10.00-10.30: Break

10.30-12.00: Session 1: Evaluation of HeterogeneousEnvironments (A. Benoit)

Characterizing Heterogeneous Computing Environments usingSingular Value Decomposition, A. Al-Qawasmeh,T. Maciejewski, H. J. SiegelStatistical Predictors of Computing Power in HeterogeneousClusters, R. Chiang, T. Maciejewski, A. Rosenberg, H. J. SiegelA First Step to the Evaluation of SimGrid in the Context of aReal Application, A. Guermouche, H. Renard

12.00-1.30: Lunch (on your own)

[email protected] April 19, 2010 HCW 2010 6/ 9

Page 17: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: The program

9.00-10.00: Keynote talk (H.J. Siegel)Architectural Considerations for a 500 TFLOPSHeterogeneous HPC, R. Linderman

10.00-10.30: Break

10.30-12.00: Session 1: Evaluation of HeterogeneousEnvironments (A. Benoit)

Characterizing Heterogeneous Computing Environments usingSingular Value Decomposition, A. Al-Qawasmeh,T. Maciejewski, H. J. SiegelStatistical Predictors of Computing Power in HeterogeneousClusters, R. Chiang, T. Maciejewski, A. Rosenberg, H. J. SiegelA First Step to the Evaluation of SimGrid in the Context of aReal Application, A. Guermouche, H. Renard

12.00-1.30: Lunch (on your own)

[email protected] April 19, 2010 HCW 2010 6/ 9

Page 18: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: The program

1.30-3.00: Session 2: Robust Scheduling and Fault-TolerantTechniques (I. Banicescu)

Runtime Adaptation for DAGs with Uncertainties inHeterogeneous Computing Systems, Q. ZhengUnibus: Aspects of Heterogeneity and Fault Tolerance inCloud Computing, M. Slawinska, J. Slawinski, V. SunderamRobust Resource Allocation of DAGs in a HeterogeneousMulticore System, L. Briceno, J. Smith, H. J. Siegel,T. Maciejewski, P. Maxwell, A. Al-Qawasmeh, R. Chiang,J. Li, R. Wakerfield

3.00-3.30: Break

[email protected] April 19, 2010 HCW 2010 7/ 9

Page 19: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: The program

3.30-5.30: Session 3: From Heterogeneous Multi-Cores toApplications (Q. Zheng)

Decentralized Dynamic Scheduling across HeterogeneousMulti-core Desktop Grids, J. Lee, P. Keleher, A. SussmanCustom Built Heterogeneous Multi-Core Architectures:Breaking the conventions, N. Venkateswaran, K. Saravanan,N. CN, A. Vasudevan, B. Subramaniam, R. MukundarajanImproving MapReduce Performance via Data Placement inHeterogeneous Hadoop Clusters, J. Xie, S. Yin, X. Ruan,Z. Ding, J. Majors, X. QinAn Empirical Study of a Scalable Byzantine AgreementAlgorithm, O. Oluwasanmi, J. Saia, V. King

5.30: End of workshop

[email protected] April 19, 2010 HCW 2010 8/ 9

Page 20: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

HCW 2010: The program

3.30-5.30: Session 3: From Heterogeneous Multi-Cores toApplications (Q. Zheng)

Decentralized Dynamic Scheduling across HeterogeneousMulti-core Desktop Grids, J. Lee, P. Keleher, A. SussmanCustom Built Heterogeneous Multi-Core Architectures:Breaking the conventions, N. Venkateswaran, K. Saravanan,N. CN, A. Vasudevan, B. Subramaniam, R. MukundarajanImproving MapReduce Performance via Data Placement inHeterogeneous Hadoop Clusters, J. Xie, S. Yin, X. Ruan,Z. Ding, J. Majors, X. QinAn Empirical Study of a Scalable Byzantine AgreementAlgorithm, O. Oluwasanmi, J. Saia, V. King

5.30: End of workshop

[email protected] April 19, 2010 HCW 2010 8/ 9

Page 21: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

Thanks to ...

David, H.J., and Qin for their help in organizing theworkshop, as well as all steering committee members

All 39 PC members and other external reviewers for providingtimely and thoughtful reviews

IPDPS organizers, and in particular the IPDPS 2010Workshops Chair, Umit Catalyurek

Richard Linderman for accepting to give the HCW 2010Keynote Talk

The Session Chairs

And finally, the sponsors

[email protected] April 19, 2010 HCW 2010 9/ 9

Page 22: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

Thanks to ...

David, H.J., and Qin for their help in organizing theworkshop, as well as all steering committee members

All 39 PC members and other external reviewers for providingtimely and thoughtful reviews

IPDPS organizers, and in particular the IPDPS 2010Workshops Chair, Umit Catalyurek

Richard Linderman for accepting to give the HCW 2010Keynote Talk

The Session Chairs

And finally, the sponsors

[email protected] April 19, 2010 HCW 2010 9/ 9

Page 23: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

Thanks to ...

David, H.J., and Qin for their help in organizing theworkshop, as well as all steering committee members

All 39 PC members and other external reviewers for providingtimely and thoughtful reviews

IPDPS organizers, and in particular the IPDPS 2010Workshops Chair, Umit Catalyurek

Richard Linderman for accepting to give the HCW 2010Keynote Talk

The Session Chairs

And finally, the sponsors

[email protected] April 19, 2010 HCW 2010 9/ 9

Page 24: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

Thanks to ...

David, H.J., and Qin for their help in organizing theworkshop, as well as all steering committee members

All 39 PC members and other external reviewers for providingtimely and thoughtful reviews

IPDPS organizers, and in particular the IPDPS 2010Workshops Chair, Umit Catalyurek

Richard Linderman for accepting to give the HCW 2010Keynote Talk

The Session Chairs

And finally, the sponsors

[email protected] April 19, 2010 HCW 2010 9/ 9

Page 25: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

Thanks to ...

David, H.J., and Qin for their help in organizing theworkshop, as well as all steering committee members

All 39 PC members and other external reviewers for providingtimely and thoughtful reviews

IPDPS organizers, and in particular the IPDPS 2010Workshops Chair, Umit Catalyurek

Richard Linderman for accepting to give the HCW 2010Keynote Talk

The Session Chairs

And finally, the sponsors

[email protected] April 19, 2010 HCW 2010 9/ 9

Page 26: The 19th Heterogeneity in Computing Workshop HCW 2010graal.ens-lyon.fr/~abenoit/hcw2010/slides/benoit.pdf · David A. Bader, Georgia Institute of Technology, U.S.A. Program Chair:

Thanks to ...

David, H.J., and Qin for their help in organizing theworkshop, as well as all steering committee members

All 39 PC members and other external reviewers for providingtimely and thoughtful reviews

IPDPS organizers, and in particular the IPDPS 2010Workshops Chair, Umit Catalyurek

Richard Linderman for accepting to give the HCW 2010Keynote Talk

The Session Chairs

And finally, the sponsors

[email protected] April 19, 2010 HCW 2010 9/ 9