Load Balancing for Iterative Applications in Heterogeneous Architectures

被引：0
|
作者：
Trivelatto, Luis F. V. [1 ]
Bellorini, Edmar A. [1 ]
Galante, Guilherme [1 ]
机构：
[1] Western Parana State Univ, UNIOESTE, Dept Comp Sci, Cascavel, PR, Brazil
来源：
2018 SYMPOSIUM ON HIGH PERFORMANCE COMPUTING SYSTEMS (WSCAD 2018) | 2018年
关键词：
Load balancing; iterative applications; parallel applications; heterogeneous architectures;
D O I：
10.1109/WSCAD.2018.00036
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The objective of this paper is to present a multilevel load balancing library for iterative applications, considering its execution in clusters of heterogeneous nodes, composed of multiple cores and accelerators. The main contribution of this research is the possibility of performing the load balancing between the heterogeneous nodes of the cluster and also in a second level, redistributing the load between the processor cores and accelerators. The library proved to be effective, allowing a higher architecture utilization rate and reducing the execution time of the applications.
引用
收藏
页码：177 / 183
页数：7
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