Model of Load Balancing and Scheduling in Cloud Computing

被引:6
|
作者
Vilutis, Gytis [1 ]
Daugirdas, Linas [1 ]
Kavaliunas, Rimantas [2 ]
Sutiene, Kristina [3 ]
Vaidelys, Martynas [3 ]
机构
[1] Kaunas Univ Technol, Dept Comp Network, Studentu Str 50, LT-51368 Kaunas, Lithuania
[2] Kaunas Univ Technol, 2Institute Informat Technol Dev, LT-51367 Kaunas, Lithuania
[3] Kaunas Univ Technol, Dept Math Res Syst, Kaunas, Lithuania
关键词
Cloud computing; project rendering; workload balancing; resource scheduling; MANAGEMENT;
D O I
10.2498/iti.2012.0460
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
While implementing Cloud based platforms it is complicated to determine the adequate quantity of resources in order to satisfy variable workload with peaks. Some projects are lost because of under provisioning of Cloud resources, as well as costly resources are wasted during nonpeak periods. It is known that not all projects must be processed on time, i.e. some of them may be postponed for a certain time. Within this context, it is presumed that postponement's opportunity can reduce the probability of projects not to be executed, at the same time to determine the lower quantity of own resources by taking into account minimal costs. Such strategy of workload balancing and projects scheduling is validated by the experiment.
引用
收藏
页码:117 / 122
页数:6
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