JOURNAL ARTICLE

Scalable Resource Annotation in Peer-to-Peer Grids

Abstract

Peer-to-peer grids are large-scale, dynamic environments where autonomous sites share computing resources. Producing and maintaining relevant and up-to-date resource information in such environments is a challenging problem, due to the grid scale, the resource heterogeneity, and the variety of user demand. This work proposes a peer-to-peer annotation approach where users can freely annotate available resources as a solution to this problem. We advocate that the proposed approach (i) is scalable, as the job of updating the resource information is divided among users; (ii) will improve resources' utilization, by reducing the amount of resources which are allocated to users without matching their applications constraints; and (iii) will allow resource allocators to increase users' utility, leveraging access to more detailed preference descriptions. The paper also discusses the challenges in implementing and deploying such approach and present solutions to tackle these challenges.

Keywords:
Computer science Scalability Resource (disambiguation) Allocator Peer-to-peer Grid Distributed computing Grid computing Matching (statistics) Annotation Scale (ratio) World Wide Web Database Computer network Artificial intelligence

Metrics

4
Cited By
0.32
FWCI (Field Weighted Citation Impact)
25
Refs
0.70
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Peer-to-Peer Network Technologies
Physical Sciences →  Computer Science →  Computer Networks and Communications
Scientific Computing and Data Management
Social Sciences →  Decision Sciences →  Information Systems and Management
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