JOURNAL ARTICLE

Genetic simulated annealing algorithm for task scheduling based on cloud computing environment

Abstract

Scheduling is a very important part of the cloud computing system. This paper introduces an optimized algorithm for task scheduling based on genetic simulated annealing algorithm in cloud computing and its implementation. Algorithm considers the QOS requirements of different type tasks, the QOS parameters are dealt with dimensionless. The algorithm efficiently completes tasks scheduling in the cloud computing environment computing.

Keywords:
Computer science Cloud computing Distributed computing Fair-share scheduling Scheduling (production processes) Simulated annealing Dynamic priority scheduling Quality of service Rate-monotonic scheduling Parallel computing Algorithm Mathematical optimization Operating system Computer network Mathematics

Metrics

112
Cited By
4.88
FWCI (Field Weighted Citation Impact)
8
Refs
0.95
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
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Parallel Computing and Optimization Techniques
Physical Sciences →  Computer Science →  Hardware and Architecture

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