Monitoring service using Markov Chain model in mobile grid environment

Ji Su Park, Kwang Sik Chung, Eun Young Lee, Young Sik Jeong, Heon Chang Yu

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Citations (Scopus)

    Abstract

    Recently mobile devices become considered as grid resources as the technology of mobile devices and wireless communication network improves. But mobile devices have several problems such as instability of wireless communication, intermittent connection, limitation of power supply, and low communication bandwidth. These problems make it difficult to use mobile grid computing resources for stable job processing effectively. For stable resource participation of mobile devices, a monitoring scheme that collects and analyzes dynamic information of mobile devices, such as CPU, memory, storage, network and location, is required. But, if the time interval of monitoring is very short, overhead of collecting information increases. The scheme, however, cannot keep correct state information in dynamic environments if the interval is very long. This paper proposes a monitoring service scheme that adjusts the time interval of monitoring according to the state information predicted by Markov Chain model.

    Original languageEnglish
    Title of host publicationAdvances in Grid and Pervasive Computing - 5th International Conference, GPC 2010, Proceedings
    Pages193-203
    Number of pages11
    DOIs
    Publication statusPublished - 2010
    Event5th International Conference on Advances in Grid and Pervasive Computing, GPC 2010 - Hualien, Taiwan, Province of China
    Duration: 2010 May 102010 May 13

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume6104 LNCS
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Other

    Other5th International Conference on Advances in Grid and Pervasive Computing, GPC 2010
    Country/TerritoryTaiwan, Province of China
    CityHualien
    Period10/5/1010/5/13

    Keywords

    • Markov Chain Model
    • Mobile Grid
    • Monitoring
    • Monitoring time interval

    ASJC Scopus subject areas

    • Theoretical Computer Science
    • General Computer Science

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