A dynamic load balancing approach for solution adaptive finite element graph applications on distributed systems

M. Islam, U. Kabir
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Abstract

Load balancing is the key to the efficient operation of distributed systems. To efficiently utilize computing resources provided by distributed systems, an underlying dynamic load balancing (DLB) scheme must address both heterogeneous and dynamic features of distributed systems. In this paper, a DLB scheme for solution adaptive finite element graph applications on distributed systems is proposed. Experiments show that by using the proposed distributed DLB scheme, the execution time and the number of process migration is close to using condensed binary tree load balancing (CBTLB) scheme which does not consider the dynamic nature and diverse platform of distributed systems.
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分布式系统上自适应有限元图应用的动态负载平衡方法
负载均衡是分布式系统高效运行的关键。为了有效地利用分布式系统提供的计算资源,底层动态负载平衡(DLB)方案必须同时解决分布式系统的异构特性和动态特性。本文提出了一种求解分布式系统中自适应有限元图应用的DLB方案。实验表明,采用本文提出的分布式负载均衡方案,在执行时间和进程迁移数量上接近不考虑分布式系统动态性和平台多样性的精简二叉树负载均衡方案。
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