TY - GEN
T1 - Monitoring service using Markov Chain model in mobile grid environment
AU - Park, Ji Su
AU - Chung, Kwang Sik
AU - Lee, Eun Young
AU - Jeong, Young Sik
AU - Yu, Heon Chang
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
KW - Markov Chain Model
KW - Mobile Grid
KW - Monitoring
KW - Monitoring time interval
UR - http://www.scopus.com/inward/record.url?scp=77953783351&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-13067-0_23
DO - 10.1007/978-3-642-13067-0_23
M3 - Conference contribution
AN - SCOPUS:77953783351
SN - 3642130666
SN - 9783642130663
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 193
EP - 203
BT - Advances in Grid and Pervasive Computing - 5th International Conference, GPC 2010, Proceedings
T2 - 5th International Conference on Advances in Grid and Pervasive Computing, GPC 2010
Y2 - 10 May 2010 through 13 May 2010
ER -