Title
Optimal File Placement In Vod System Using Genetic Algorithm
Abstract
Advances in computing and networking are generating a significant demand for video-on-demand (VOD) applications. In this paper, the condition for minimum blocking probability of a VOD system is derived. The optimal load-sharing requirement in such a system is found so that the minimum blocking probability is achieved. A combination of genetic algorithm and modified bin-packing algorithm is then developed for the multimedia file placement exercise. It is demonstrated that a specified blocking probability can be achieved while the capacity usage is minimized simultaneously.
Year
DOI
Venue
2001
10.1109/41.954552
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
Keywords
Field
DocType
blocking probability, file placement, genetic algorithm, video on demand
Computer science,Bin packing problem,Genetic algorithm,Distributed computing
Journal
Volume
Issue
ISSN
48
5
0278-0046
Citations 
PageRank 
References 
19
1.03
13
Authors
4
Name
Order
Citations
PageRank
K. S. Tang11288127.58
King-Tim Ko233328.73
Sammy Chan341922.86
E. W. M. Wong4413.15