DocumentCode
1977720
Title
Dynamic load balancing for efficient video streaming service
Author
Junyeop Kim ; Youjip Won
Author_Institution
Dept. of Comput. Software, Hanyang Univ. Seoul, Seoul, South Korea
fYear
2015
fDate
12-14 Jan. 2015
Firstpage
216
Lastpage
221
Abstract
As cloud and N-Screen services get active, the network traffic of mobile devices is rapidly increasing. The video streaming takes higher bandwidths in the mobile network. Servers with popular contents have to manage higher transmission bandwidths in order to handle many user requests at a time. But servers with unpopular contents have relatively lower transmission bandwidths although they can handle much more user requests. Such imbalance in loads among the servers will cause the lowering of QoS of the video service systems and waste the resources. In this paper, we implemented an algorithm to solve the imbalance between the loads by placing replicas of popular contents in other servers. And in order to efficiently cope with the severe variation of the popularity of the contents, we implemented dynamic video contents management system which handles the load balancing by checking of the states of the servers in real time. We also verified the performance of the algorithm in many aspects applying real mobile video service workload. As a result, we could reduce the deviation in the transmission bandwidth among existing servers by 57%.
Keywords
mobility management (mobile radio); quality of service; resource allocation; video streaming; N-screen service; QoS; cloud service; dynamic load balancing; dynamic video content management system; efficient video streaming service system; lower transmission bandwidth; mobile network device; network traffic; Bandwidth; Content management; Heuristic algorithms; Load management; Mobile communication; Servers; Streaming media;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Networking (ICOIN), 2015 International Conference on
Conference_Location
Cambodia
Type
conf
DOI
10.1109/ICOIN.2015.7057885
Filename
7057885
Link To Document