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Benchmarking and modelling of POWER-7, Westmere, BG/P, and GPUs : an industry case study
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Herdman, J. A., Gaudin, W. P., Turland, D. and Hammond, Simon D.. (2011) Benchmarking and modelling of POWER-7, Westmere, BG/P, and GPUs : an industry case study. ACM SIGMETRICS Performance Evaluation Review, Volume 38 (Number 4). pp. 16-22. ISSN 0163-5999
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Official URL: http://dx.doi.org/10.1145/1964218.1964222
Abstract
This paper introduces an industry strength, multi-purpose, benchmark: Shamrock. Developed at the Atomic Weapons Establishment (AWE), Shamrock is a two dimensional (2D) structured hydrocode; one of its aims is to assess the impacts of a change in hardware, and (in conjunction with a larger HPC Benchmark Suite) to provide guidance in procurement of future systems. A suitable test problem is described and executed on a local, high-end, workstation for a range of compilers and MPI implementations. Based on these observations, specific configurations are subsequently built and executed on a se- lection of HPC architectures, including Intel’s Nehalem and Westmere micro architectures, IBM’s POWER-5, POWER- 6, POWER-7, BlueGene/L, BlueGene/P, and AMD’s Opter- on chip set. Comparisons are made between these architec- tures, for the Shamrock benchmark, and relative compute resources are specified that deliver similar time to solution, along with their associated power budgets. Additionally, performance comparisons are made for a port of the benchmark to a Nehalem based cluster, accel- erated with Tesla C1060 GPUs, with details of the port, and extrapolations to possible performance of the GPU.
| Item Type: | Journal Article | ||||
|---|---|---|---|---|---|
| Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software | ||||
| Divisions: | Faculty of Science > Computer Science | ||||
| Library of Congress Subject Headings (LCSH): | Benchmarking (Management), Hydrodynamics, High performance computing, Graphics processing units | ||||
| Journal or Publication Title: | ACM SIGMETRICS Performance Evaluation Review | ||||
| Publisher: | ACM, New York | ||||
| ISSN: | 0163-5999 | ||||
| Official Date: | 29 March 2011 | ||||
| Dates: |
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| Volume: | Volume 38 | ||||
| Number: | Number 4 | ||||
| Page Range: | pp. 16-22 | ||||
| Identification Number: | 10.1145/1964218.1964222 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| URI: | http://wrap.warwick.ac.uk/id/eprint/45668 |
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