文章基本信息

标题：Co-scheduling Deadline-Sensitive Applications in Large-scale Grid Systems
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作者：Dongbo Liu ; Ning Han
期刊名称：International Journal of Future Generation Communication and Networking
印刷版ISSN：2233-7857
出版年度：2014
卷号：7
期号：3
页码：49-60
DOI：10.14257/ijfgcn.2014.7.3.05
出版社：SERSC
摘要：In large-scale grid systems, plenty of applications are constrained by soft or hard deadline requirement. However, it is difficult to guarantee the deadline requirements of these applications because of the dynamical nature of distributed systems. In this paper, a novel approach is proposed to evaluate the deadline-guarantee of co-allocation schemes that obtained from conventional co-allocation policies. Based on this approach, a hybrid-policy co-allocation model is also proposed to address the issue of deadline-constrained resource co-allocation in grid environments. The proposed model integrates multiple co-allocation policies to generate different co-allocation schemes, and selects the one with optimal deadline-guarantee for grid applications. By this way, the hybrid-policy model combines the merits of different policies, and overcomes the shortcomings of those policies. Extensive simulations are conducted to verify the effectiveness and the performance of the proposed model in terms of deadline-miss rate. Experimental results show that it can provide co- allocation scheme with enhanced deadline-guarantee as well as lower deadline-miss rate.
关键词：Grid Computing; Resource Co-Allocation; Quality of Service; Distributed ; Scheduling