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
CountryTaiwan, 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
  • Computer Science(all)

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  • Cite this

    Park, J. S., Chung, K. S., Lee, E. Y., Jeong, Y. S., & Yu, H. C. (2010). Monitoring service using Markov Chain model in mobile grid environment. In Advances in Grid and Pervasive Computing - 5th International Conference, GPC 2010, Proceedings (pp. 193-203). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6104 LNCS). https://doi.org/10.1007/978-3-642-13067-0_23