JOURNAL ARTICLE

Exploration on Task Scheduling using Optimization Algorithm in Cloud computing

K. PradeepDevashree Pravakar

Year: 2022 Journal:   2022 6th International Conference on Trends in Electronics and Informatics (ICOEI) Vol: 1 Pages: 874-877

Abstract

Cloud computing has become a prevalent technology. With rising demands, the demand for computing resources is also increasing. Therefore there is a necessity to support multiple clients in the same physical infrastructure. With increasing levels of tasks and the dynamic nature of cloud resources, there is a consequential issue of load balancing, task allocation, resource utilization, system performance, etc. The proposed research study has compared different algorithms, which are used to schedule different tasks in the cloud. Task scheduling is an important and challenging issue in Cloud computing. The main objective is to utilize resource efficiency, increase performance, and approximate an optimal solution in a heterogeneous computing environment. The algorithms for scheduling should arrange tasks so that there is a balance between efficiency, resource utilization, and QoS, performance, etc. To resolve this issue, numerous researchers have applied diverse scheduling techniques this paper reviews some current task scheduling and resource utilizing operation in cloud computing framework.

Keywords:
Computer science Cloud computing Distributed computing Scheduling (production processes) Dynamic priority scheduling Fair-share scheduling Two-level scheduling Utility computing Quality of service Schedule Load balancing (electrical power) Cloud computing security Computer network Mathematical optimization Operating system

Metrics

2
Cited By
0.33
FWCI (Field Weighted Citation Impact)
19
Refs
0.50
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
Internet of Things and AI
Physical Sciences →  Computer Science →  Information Systems

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