Please use this identifier to cite or link to this item: https://doi.org/10.1109/TKDE.2008.182
Title: Histogram-based global load balancing in structured peer-to-peer systems
Authors: Vu, Q.H.
Ooi, B.C. 
Rinard, M.
Tan, K.-L. 
Keywords: DHT
Framework
Histogram
Load balancing
Overlay network
Peer-to-peer
Issue Date: 2009
Source: Vu, Q.H., Ooi, B.C., Rinard, M., Tan, K.-L. (2009). Histogram-based global load balancing in structured peer-to-peer systems. IEEE Transactions on Knowledge and Data Engineering 21 (4) : 595-608. ScholarBank@NUS Repository. https://doi.org/10.1109/TKDE.2008.182
Abstract: Over the pass few years, peer-to-peer (P2P) systems have rapidly grown in popularity and become a dominant means for sharing resources. In these systems, load balancing is a key challenge because nodes are often heterogeneous. While several load balancing schemes have been proposed in the literature, these solutions are typically ad-hoc, heuristic-based and localized. In this paper, we present a general framework, HiGLOB, for global load balancing in structured P2P systems. Each node in HiGLOB has two key components: (1) A histogram manager maintains a histogram that reflects a global view of the distribution of the load in the system, and (2) A load-balancing manager that redistributes the load whenever the node becomes over or under loaded. We exploit the routing metadata to partition the P2P network into non-overlapping regions corresponding to the histogram buckets. We propose mechanisms to keep the cost of constructing and maintaining the histograms low. We further show that our scheme can control and bound the amount of load imbalance across the system. Finally, we demonstrate the effectiveness of HiGLOB by instantiating it over three existing structured P2P systems: Chord, Skip Graph and BATON. Our experimental results indicate that our approach works well in practice. © 2006 IEEE.
Source Title: IEEE Transactions on Knowledge and Data Engineering
URI: http://scholarbank.nus.edu.sg/handle/10635/39798
ISSN: 10414347
DOI: 10.1109/TKDE.2008.182
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

SCOPUSTM   
Citations

26
checked on Dec 11, 2017

WEB OF SCIENCETM
Citations

15
checked on Dec 11, 2017

Page view(s)

62
checked on Dec 9, 2017

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.