DocumentCode :
1878874
Title :
A design of resource fault handling mechanism using dynamic resource reallocation for the resource and job management system
Author :
Young-Ho Kim ; Eun-Ji Lim ; Gyu-Il Cha ; Seung-Jo Bae
Author_Institution :
Electron. & Telecommun. Res. Inst., Daejeon, South Korea
fYear :
2015
fDate :
1-3 July 2015
Firstpage :
701
Lastpage :
705
Abstract :
Due to the development of NGS technologies and the reduction of analysis cost, it is possible to perform population-scale human genome analysis. Also, large amount of genome data have been exploded recently. It is required for introduction parallel processing using High Performance Computing systems to analyse and handle these large data through genome analysis pipeline. In this paper, we propose the resource fault handling mechanism based on dynamic resource reconfiguration and delayed scheduling for data-intensive pipeline job processing such as genome analysis executed on the large cluster systems interconnected by high speed and low latency network. In order to prevent the abnormal job completion caused by lack of the specific resources, we offer the resource fault detection and handling methods. If the cause of fault is lack of resources, it can be solved by the resource re-allocation and process freezing/resuming based delayed job execution or process migration on the available node.
Keywords :
bioinformatics; cost reduction; fault diagnosis; genomics; parallel processing; pipeline processing; resource allocation; NGS technology; analysis cost reduction; data-intensive pipeline job processing; dynamic resource reallocation; dynamic resource reconfiguration delayed scheduling; genome analysis pipeline; genome data; high performance computing system; introduction parallel processing; job management system; latency network; population-scale human genome analysis; resource fault detection and handling method; resource fault handling mechanism; Bioinformatics; Dynamic scheduling; Genomics; Pipelines; Resource management; Resumes; Telecommunications; Job scheduling; Process freezing/resuming; Resource fault; Resource management;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Communication Technology (ICACT), 2015 17th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-8-9968-6504-9
Type :
conf
DOI :
10.1109/ICACT.2015.7224886
Filename :
7224886
Link To Document :
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