DocumentCode
1341856
Title
Policy-Based Scheduling and Resource Allocation for Multimedia Communication on Grid Computing Environment
Author
In, Jang Uk ; Lee, Soocheol ; Rho, Seungmin ; Park, Jong Hyuk
Author_Institution
SQL Engine Platform Team, Microsoft Corp., Redmond, WA, USA
Volume
5
Issue
4
fYear
2011
Firstpage
451
Lastpage
459
Abstract
This paper discusses policy-based scheduling techniques on heterogeneous resource for multimedia services to deal with the demands of next-generation multimedia applications on grid computing environment. The proposed scheduling algorithm has the following features, which can be utilized on grid computing environment. First, the algorithm supports the resource usage constrained scheduling. A grid consists of the resources that are owned by decentralized institutions. Second, the algorithm performs the optimization-based scheduling. It provides an optimal solution to the grid resource allocation problem. Third, the algorithm assumes that a set of resources is distributed geographically and heterogeneous in nature. Fourth, the scheduling method dynamically adjusts to the grid status. It tracks the current workload of the resources. The performance of the proposed algorithm is evaluated with a set of predefined metrics. In addition to show the simulation results for the out-performance of the policy-based scheduling a set of experiment is performed on open science grid.
Keywords
grid computing; multimedia communication; resource allocation; scheduling; grid computing environment; grid resource allocation; heterogeneous resource; multimedia communication; multimedia services; optimization-based scheduling; policy-based scheduling; resource usage constrained scheduling; Grid computing; Multimedia communication; Resource management; Scheduling; Grid computing; multimedia communication; open science grid (OSG); resource allocation; scheduling;
fLanguage
English
Journal_Title
Systems Journal, IEEE
Publisher
ieee
ISSN
1932-8184
Type
jour
DOI
10.1109/JSYST.2011.2165594
Filename
6035839
Link To Document