Optimized Round Robin Scheduling Algorithm Using Dynamic Time Quantum Approach in Cloud Computing Environment

Author:

Biswas Dipto, ,Samsuddoha Md.,Al Asif Md. Rashid,Ahmed Md. Manjur

Abstract

Cloud computing refers to a sophisticated technology that deals with the manipulation of data in internet-based servers dynamically and efficiently. The utilization of the cloud computing has been rapidly increased because of its scalability, accessibility, and incredible flexibility. Dynamic usage and process sharing facilities require task scheduling which is a prominent issue and plays a significant role in developing an optimal cloud computing environment. Round robin is generally an efficient task scheduling algorithm that has a powerful impact on the performance of the cloud computing environment. This paper introduces a new approach for round robin based task scheduling algorithm which is suitable for cloud computing environment. The proposed algorithm determines time quantum dynamically based on the differences among three maximum burst time of tasks in the ready queue for each round. The concerning part of the proposed method is utilizing additive manner among the differences, and the burst times of the processes during determining the time quantum. The experimental results showed that the proposed approach has enhanced the performance of the round robin task scheduling algorithm in reducing average turn-around time, diminishing average waiting time, and minimizing number of contexts switching. Moreover, a comparative study has been conducted which showed that the proposed approach outperforms some of the similar existing round robin approaches. Finally, it can be concluded based on the experiment and comparative study that the proposed dynamic round robin scheduling algorithm is comparatively better, acceptable and optimal for cloud environment.

Publisher

MECS Publisher

Subject

Artificial Intelligence,Control and Optimization,Computer Networks and Communications,Computer Science Applications,Human-Computer Interaction,Modeling and Simulation,Signal Processing

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The Synchronous Dislocation Scheduling Algorithm: Cloud-Based Performance Improvement;2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMART GENCON);2023-12-29

2. Priority-Induced Round-robin scheduling algorithm with dynamic time quantum for Cloud computing environment;2023 Second International Conference on Advances in Computational Intelligence and Communication (ICACIC);2023-12-07

3. Подход к использованию нейронных сетей обнуления для решения задачи управления ресурсами распределенной динамической вычислительной сети;Современные инновации, системы и технологии - Modern Innovations, Systems and Technologies;2023-10-16

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