A dynamic load balancer for a parallel branch and bound algorithm

R. Ma, F. Tsung, Meixiu Ma
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引用次数: 14

Abstract

This paper presents a load-balancing scheme for a parallel branch and bound (PBB) algorithm utilizing a dynamic load balancer (DLB). The PBB algorithm is used to solve a resource scheduling problem on the Hypercube. The DLB is included in the PBB algorithm and is distributed to each node to balance the workload during run time. The DLB is evaluated by implementing two PBB algorithms, with DLB and without DLB. Results show that the PBB with DLB is 3.14 times faster than the algorithm without DLB.
一种并行分支定界算法的动态负载均衡器
提出了一种利用动态负载均衡器(DLB)的并行分支定界(PBB)算法负载均衡方案。PBB算法用于解决超立方体上的资源调度问题。DLB包含在PBB算法中,并分布到每个节点,以在运行时平衡工作负载。通过实现带DLB和不带DLB两种PBB算法来评估DLB。结果表明,带DLB的PBB算法比不带DLB的算法快3.14倍。
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