JOURNAL ARTICLE

A hybrid AvgTask-Min and Max-Min algorithm for scheduling tasks in cloud computing

Abstract

Cloud computing is a new, promising technology for future computing platforms and is expected to provide easier access to remote computational resources. Task scheduling is one of the active research area in cloud computing. Task scheduling algorithms play an important role to reduce the turnaround time and to improve the resource utilization. This paper presents a new task scheduling algorithm which takes the advantages of MaxMin and Enhanced MaxMin algorithms. Here the tasks are selected based on the availability of resource's. Resources are divided into two groups based on their Mips speed and when the selected resource belongs the first first set, a job just greater then the average length else a job with maximum length is selected. Workflowsim toolkit is used for experimentation. The experimental results shows that the proposed algorithm shows good performance.

Keywords:
Computer science Cloud computing Turnaround time Scheduling (production processes) Distributed computing Algorithm Processor scheduling Task (project management) Fair-share scheduling Job shop scheduling Dynamic priority scheduling Resource (disambiguation) Mathematical optimization Operating system Computer network Schedule Mathematics Engineering

Metrics

9
Cited By
1.58
FWCI (Field Weighted Citation Impact)
7
Refs
0.90
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
Scientific Computing and Data Management
Social Sciences →  Decision Sciences →  Information Systems and Management

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