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

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Abstract

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.

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Acknowledgments

The authors of this paper would like to thank Miroslaw Korzeniowski at Wroclaw University of Technology, Damià Castellà (researcher and research fellow at the University of Lleida), and Yunjia Li (Ph.D. candidate and research fellow at the University of Southampton) for their kind comments and advice.

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Authors and Affiliations

  1. Department of Computer Engineering, Dezful Branch, Islamic Azad University, Dezful, Iran

    Saeed Javanmardi

  2. Department of Information Engineering, Electronic and Telecommunication (DIET), Sapienza University of Rome, Rome, Italy

    Mohammad Shojafar

  3. Department of Computer Engineering, Shiraz Branch, Islamic Azad University, Shiraz, Iran

    Shahdad Shariatmadari

  4. School of Information Technologies, Deakin University, Geelong, Australia

    Jemal H. Abawajy

  5. Electrical Engineering and Computer Science, University of California, Merced, USA

    Mukesh Singhal

Authors
  1. Saeed Javanmardi
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  2. Mohammad Shojafar
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  3. Shahdad Shariatmadari
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  4. Jemal H. Abawajy
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  5. Mukesh Singhal
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Correspondence to Mohammad Shojafar.

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Javanmardi, S., Shojafar, M., Shariatmadari, S. et al. PGSW-OS: a novel approach for resource management in a semantic web operating system based on a P2P grid architecture. J Supercomput 69, 955–975 (2014). https://doi.org/10.1007/s11227-014-1221-y

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