SC is the International Conference for
 High Performnance Computing, Networking, Storage and Analysis

SCHEDULE: NOV 13-19, 2010

Functional Partitioning to Optimize End-to-End Performance on Many-Core Architectures

SESSION: Runtime Resource Allocation and Scheduling

EVENT TYPE: Paper

TIME: 4:30PM - 5:00PM

SESSION CHAIR: Joel Saltz

AUTHOR(S):Min Li, Sudharshan S. Vazhkudai, Ali R. Butt, Fei Meng, Xiaosong Ma, Youngjae Kim, Christian Engelmann, Galen Shipman

ROOM:393

ABSTRACT:
Scaling computations on emerging massive-core supercomputers is a daunting task, which coupled with the significantly lagging system I/O capabilities exacerbates applications’ end-to-end performance. The I/O bottleneck often negates potential performance benefits of assigning additional compute cores to an application. In this paper, we address this issue via a novel functional partitioning (FP) runtime environment that allocates cores to specific application tasks — checkpointing, de-duplication, and scientific data format transformation — so that the deluge of cores can be brought to bear on the entire gamut of application activities. The focus is on utilizing the extra cores to support HPC application I/O activities and also leverage solid-state disks in this context. For example, our evaluation shows that dedicating 1 core on an oct-core machine for checkpointing and its assist tasks using FP can improve overall execution time of a FLASH benchmark on 80 and 160 cores by 43.95% and 41.34%, respectively.

Chair/Author Details:

Joel Saltz (Chair) - Emory University

Min Li - Virginia Tech

Sudharshan S. Vazhkudai - Oak Ridge National Laboratory

Ali R. Butt - Virginia Tech

Fei Meng - North Carolina State University

Xiaosong Ma - North Carolina State University

Youngjae Kim - Oak Ridge National Laboratory

Christian Engelmann - Oak Ridge National Laboratory

Galen Shipman - Oak Ridge National Laboratory

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The full paper can be found in the ACM Digital Library and IEEE Computer Society

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