2014 · 53 citations · 4 references
ComputingCloud ComputingComputer ScienceCloud ArchitectureCloud InfrastructureCloud Performance OptimizationCloud Resource ManagementCompute Resource ManagementLoad BalancingReal-time SchedulingResource SchedulingWorkload SchedulingCloud Computing ResourcesCloud Load BalancingCloud SchedulingElastic Load BalancingElastic SchedulingExpected Time To CompletionVirtual Machine Resource AllocationVirtual Machines
In cloud computing, load balancing aids in minimizing resource consumption and avoids bottlenecks. Although many load balancing schemes have been presented, there is no scheme providing the elasticity in cloud computing. A Max-Min task-scheduling algorithm for load balance in the elastic cloud is proposed in this paper. To realize the load balancing, the proposed algorithm maintains a task status table to estimate the real-time load of virtual machines and the expected completion time of tasks, which can allocate the workload among nodes and realize the load balance. The extensive experiments demonstrate that the proposed Max-Min task-scheduling algorithm can improve the resource utilization as well as reduce the response time of tasks.
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Cloud computing and its key techniques
Xu Wang, Beizhan Wang · 2011 · 110 citations
Cloud computing and its key techniques
Quan Chen, Qianni Deng · Journal of Computer Applications · 2009 · 104 citations