JOURNAL ARTICLE

An Improved Max-Min Task-Scheduling Algorithm for Elastic Cloud

Abstract

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.

Keywords:
Computer science Load balancing (electrical power) Cloud computing Virtual machine Workload Distributed computing Elasticity (physics) Scheduling (production processes) Algorithm Load management Rate-monotonic scheduling Dynamic priority scheduling Real-time computing Schedule Mathematical optimization Operating system Mathematics Grid Engineering

Metrics

53
Cited By
10.49
FWCI (Field Weighted Citation Impact)
7
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
IoT and Edge/Fog Computing
Physical Sciences →  Computer Science →  Computer Networks and Communications
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications

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