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Issue No.04 - April (2005 vol.16)
pp: 349-361
Yingwu Zhu , IEEE
Yiming Hu , IEEE
ABSTRACT
<p><b>Abstract</b>—Many solutions have been proposed to tackle the load balancing issue in DHT-based P2P systems. However, all these solutions either ignore the heterogeneity nature of the system, or reassign loads among nodes without considering proximity relationships, or both. In this paper, we present an efficient, proximity-aware load balancing scheme by using the concept of virtual servers. To the best of our knowledge, this is the first work to use proximity information in load balancing. In particular, our main contributions are: 1) Relying on a self-organized, fully distributed <tmath>k{\hbox{-}}{\rm{ary}}</tmath> tree structure constructed on top of a DHT, load balance is achieved by aligning those two skews in load distribution and node capacity inherent in P2P systems—that is, have higher capacity nodes carry more loads; 2) proximity information is used to guide virtual server reassignments such that virtual servers are reassigned and transferred between physically close heavily loaded nodes and lightly loaded nodes, thereby minimizing the load movement cost and allowing load balancing to perform efficiently; and 3) our simulations show that our proximity-aware load balancing scheme reduces the load movement cost by 11-65 percent for all the combinations of two representative network topologies, two node capacity profiles, and two load distributions of virtual servers. Moreover, we achieve virtual server reassignments in <tmath>O(\log{N})</tmath> time.</p>
INDEX TERMS
Proximity-aware, peer-to-peer, virtual server, load balancing.
CITATION
Yingwu Zhu, Yiming Hu, "Efficient, Proximity-Aware Load Balancing for DHT-Based P2P Systems", IEEE Transactions on Parallel & Distributed Systems, vol.16, no. 4, pp. 349-361, April 2005, doi:10.1109/TPDS.2005.46
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