NDLI: A predictive modified round robin scheduling algorithm for web server clusters

Content Provider	IEEE Xplore Digital Library
Author	Xu Zongyu Wang Xingxuan
Copyright Year	2015
Description	Author affiliation: Dept. of Electron. Eng., Fudan Univ., Shanghai, China (Xu Zongyu; Wang Xingxuan)
Abstract	As dynamic contents are changing traditional web environments, there is an increasing demand on high performance web servers, which leads to the use of cluster-based web servers. As a result, utilization of cluster web servers through effective and fair load balancing is a crucial task specifically when it comes to advent of dynamic contents and database-driven applications on the internet such as e-commerce and corporate database. After stating the problem discussed in this paper and some preliminaries, we propose a Predictive Modified Round Robin load-balancing algorithm (PMRR), which applies the mythology of prediction into load-balancing field. We validate its effectiveness of proposed load-balancing algorithm through simulation results. The algorithm significantly decreases both the load range and load variance in contrast to Round Robin (RR) scheduling and Modified Round Robin (MRR) scheduling.
Starting Page	5804
Ending Page	5808
File Size	380905
Page Count	5
File Format	PDF
ISBN	9789881563897
ISSN	19341768
DOI	10.1109/ChiCC.2015.7260546
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-07-28
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Technical Committee on Control Theory, Chinese Association of Automation
Subject Keyword	Web server cluster Clustering algorithms Prediction algorithms Web servers Scheduling Dispatching Modified Round Robin Scheduling Load-balancing Round robin Predictive Modified Round Robin Scheduling
Content Type	Text
Resource Type	Article

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