JOURNAL ARTICLE

QoS Based Efficient Resource Allocation and Scheduling in Cloud Computing

Harvinder ChahalAnshu BhasinParag Ravikant Kaveri

Year: 2019 Journal:   International Journal of Technology and Human Interaction Vol: 15 (4)Pages: 13-29   Publisher: IGI Global

Abstract

The Cloud environment is a large pool of virtually available resources that perform thousands of computational operations in real time for resource provisioning. Allocation and scheduling are two major pillars of said provisioning with quality of service (QoS). This involves complex modules such as: identification of task requirement, availability of resource, allocation decision, and scheduling operation. In the present scenario, it is intricate to manage cloud resources, as Service provider aims to provide resources to users on productive cost and time. In proposed research article, an optimized technique for efficient resource allocation and scheduling is presented. The proposed policy used heuristic based, ant colony optimization (ACO) for well-ordered allocation. The suggested algorithm implementation done using simulation, shows better results in terms of cost, time and utilization as compared to other algorithms.

Keywords:
Provisioning Computer science Cloud computing Scheduling (production processes) Ant colony optimization algorithms Quality of service Distributed computing Resource allocation Dynamic priority scheduling Computer network Algorithm Operating system Operations management Engineering

Metrics

5
Cited By
0.73
FWCI (Field Weighted Citation Impact)
34
Refs
0.78
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
Blockchain Technology Applications and Security
Physical Sciences →  Computer Science →  Information Systems

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