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PGSW-OS: a novel approach for resource management in a semantic web operating system based on a P2P grid architecture

journal contribution
posted on 2014-08-01, 00:00 authored by S Javanmardi, M Shojafar, S Shariatmadari, Jemal AbawajyJemal Abawajy, M Singhal
A web operating system is an operating system that users can access from any hardware at any location. A peer-to-peer (P2P) grid uses P2P communication for resource management and communication between nodes in a grid and manages resources locally in each cluster, and this provides a proper architecture for a web operating system. Use of semantic technology in web operating systems is an emerging field that improves the management and discovery of resources and services. In this paper, we propose PGSW-OS (P2P grid semantic Web OS), a model based on a P2P grid architecture and semantic technology to improve resource management in a web operating system through resource discovery with the aid of semantic features. Our approach integrates distributed hash tables (DHTs) and semantic overlay networks to enable semantic-based resource management by advertising resources in the DHT based upon their annotations to enable semantic-based resource matchmaking. Our model includes ontologies and virtual organizations. Our technique decreases the computational complexity of searching in a web operating system environment. We perform a simulation study using the Gridsim simulator, and our experiments show that our model provides enhanced utilization of resources, better search expressiveness, scalability, and precision. © 2014 Springer Science+Business Media New York.

History

Journal

The journal of supercomputing

Volume

69

Issue

2

Pagination

955 - 975

Publisher

Springer

Location

New York, NY

ISSN

0920-8542

eISSN

1573-0484

Language

eng

Publication classification

C Journal article; C1 Refereed article in a scholarly journal

Copyright notice

2014, Springer