Journal
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE
Volume 30, Issue 24, Pages -Publisher
WILEY
DOI: 10.1002/cpe.4899
Keywords
heterogeneous clusters; parallel architectures; performance modeling; resource allocation algorithm
Funding
- FAPEMIG
- CAPES
- CNPq
- UFJF
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This work presents a resource allocation algorithm that considers the characteristics of regular applications to choose the subset of processors, accelerators, and networks that minimize their parallel execution time in a small heterogeneous cluster environment. The resource allocation algorithm uses Heterogeneous Cluster Model (HCM) to estimate the execution time of the parallel applications. The experimental results have shown that, for applications with distinct behaviors, the resource allocation algorithm has successfully chosen the set of resources that minimizes their execution time.
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