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
Link To Document :
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