DocumentCode
3368987
Title
Dynamic load-balanced multicast based on the Eucalyptus open-source cloud-computing system
Author
Zhang, Yuqi ; Wu, Jun ; Ma, Yan ; Huang, Xiaohong ; Xu, Mingkun
Author_Institution
Inst. of Network Technol., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear
2011
fDate
28-30 Oct. 2011
Firstpage
456
Lastpage
460
Abstract
In clouds, many applications need to distribute large data sets from the cloud´s storage facility to all compute nodes as fast as possible, especially data-intensive parallel applications. Many multicast algorithms have been used for clusters and grid environments. In order to maximize available bandwidth and avoid bottleneck links, a common approach is to construct one or more spanning trees based on the network monitoring data and network topology. However, in clouds the available bandwidth changes dynamically, so delivering optimal performance becomes difficult. In this paper, we focus on Eucalyptus (an open-source cloud-computing platform) and propose a high performance multicast algorithms `steal-and-p2p´ based on `non-steal´ and `steal´ algorithm mentioned in [1]. We evaluate our algorithm on Eucalyptus, and show that the algorithm can achieve high throughput and perform much better having each node downloading all data directly from storage facility.
Keywords
bandwidth allocation; cloud computing; grid computing; multicast communication; peer-to-peer computing; public domain software; telecommunication network topology; trees (mathematics); Eucalyptus open-source cloud-computing system; bandwidth maximisation; bottleneck link avoidance; clusters environment; data-intensive parallel application; dynamic load-balanced multicast; grid environment; network monitoring data; network topology; nonsteal algorithm; spanning trees; steal algorithm; steal-and-p2p multicast algorithm; storage facility; Algorithm design and analysis; Bandwidth; Cloud computing; Clustering algorithms; Heuristic algorithms; Throughput; Cloud Computing; Eucalyptus; Multicast Algorithm; Work Stealing;
fLanguage
English
Publisher
ieee
Conference_Titel
Broadband Network and Multimedia Technology (IC-BNMT), 2011 4th IEEE International Conference on
Conference_Location
Shenzhen
Print_ISBN
978-1-61284-158-8
Type
conf
DOI
10.1109/ICBNMT.2011.6155976
Filename
6155976
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