Title :
A Survey of Methods and Applications for Trace Analysis in Grid Systems
Author :
Zhao, Ying ; Shao, Gang ; Yang, Guangwen
Author_Institution :
Tsinghua Nat. Lab. for Inf. Sci. & Technol., Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing
Abstract :
Today, grid computing has become an important component in distributed computing and has lead to rapid advances in many disciplines. Consequently, many novel methods and applications have been proposed for trace analysis in grid systems to better facilitate users´ need for grid computing. In this survey, we investigate recent advances in grid trace analysis; discuss advantages and limitations of these fruitful works; and summarize a general framework for trace analysis. We discuss various applications of trace analysis and also show that the methods with integrations of several effective models and techniques tend to perform well.
Keywords :
grid computing; program diagnostics; resource allocation; scheduling; security of data; anomaly detection; distributed computing; grid computing; grid trace analysis; task scheduling; trace-based load prediction; Application software; Computer science; Distributed computing; Grid computing; Information analysis; Information science; Laboratories; Monitoring; Performance analysis; Resource management; Grid system; anomaly detection; load prediction; trace analysis;
Conference_Titel :
ChinaGrid Annual Conference, 2008. ChinaGrid '08. The Third
Conference_Location :
Dunhuang, Gansu
Print_ISBN :
978-0-7695-3306-3
DOI :
10.1109/ChinaGrid.2008.41