University of Bahrain
Scientific Journals

Resource and Query Aware, Multi-Attribute Resource Discovery for P2P Systems

Show simple item record Bandara*,H. M. N. Dilum Jayasumana*, Anura P 2018-07-31T08:45:42Z 2018-07-31T08:45:42Z 2014
dc.identifier.issn 2210-1519
dc.description.abstract Distributed, multi-attribute Resource Discovery (RD) is a fundamental requirement in collaborative Peer-to-Peer (P2P), grid, and cloud computing. We present an efficient and load balanced, P2P-based multi-attribute RD solution that consists of five heuristics, which can be executed independently and distributedly. First heuristic maintains a minimum number of nodes in a ring-like overlay while pruning nodes that do not significantly contribute to the range query resolution. Removing nonproductive nodes reduces the cost (e.g., hops and latency) of advertising resources and resolving queries. Second and third heuristics dynamically balance the key and query load distribution by transferring some of the keys to its predecessor/successor and by adding new predecessors/successors to handle transferred keys when existing nodes are insufficient, respectively. Last two heuristics form cliques of nodes (that are placed orthogonal to the overlay ring) to dynamically balance the highly skewed key and query loads. By applying these heuristics in the presented order, a RD solution that better responds to real-world resource and query characteristics is developed. Its efficacy is demonstrated using a simulation-based analysis under a variety of single and multi-attribute resource and query distributions derived from real workloads. en_US
dc.language.iso en en_US
dc.publisher University of Bahrain en_US
dc.rights Attribution-NonCommercial-ShareAlike 4.0 International *
dc.rights.uri *
dc.subject Multi-attribute queries
dc.subject load balancing
dc.subject peer-to-peer
dc.subject range queries
dc.subject resource discovery
dc.title Resource and Query Aware, Multi-Attribute Resource Discovery for P2P Systems en_US
dc.type Article en_US
dc.volume 02
dc.issue 02
dc.source.title International Journal of Computing and Network Technology
dc.abbreviatedsourcetitle IJCNT

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