G2LC: Resources Autoscaling for Real Time Bioinformatics Applications in IaaS
Joint Authors
Hu, Rongdong
Jiang, Jingfei
Liu, Guangming
Wang, Lixin
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-04
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Cloud computing has started to change the way how bioinformatics research is being carried out.
Researchers who have taken advantage of this technology can process larger amounts of data and speed up scientific discovery.
The variability in data volume results in variable computing requirements.
Therefore, bioinformatics researchers are pursuing more reliable and efficient methods for conducting sequencing analyses.
This paper proposes an automated resource provisioning method, G2LC, for bioinformatics applications in IaaS.
It enables application to output the results in a real time manner.
Its main purpose is to guarantee applications performance, while improving resource utilization.
Real sequence searching data of BLAST is used to evaluate the effectiveness of G2LC.
Experimental results show that G2LC guarantees the application performance, while resource is saved up to 20.14%.
American Psychological Association (APA)
Hu, Rongdong& Liu, Guangming& Jiang, Jingfei& Wang, Lixin. 2015. G2LC: Resources Autoscaling for Real Time Bioinformatics Applications in IaaS. Computational and Mathematical Methods in Medicine،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1057929
Modern Language Association (MLA)
Hu, Rongdong…[et al.]. G2LC: Resources Autoscaling for Real Time Bioinformatics Applications in IaaS. Computational and Mathematical Methods in Medicine No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1057929
American Medical Association (AMA)
Hu, Rongdong& Liu, Guangming& Jiang, Jingfei& Wang, Lixin. G2LC: Resources Autoscaling for Real Time Bioinformatics Applications in IaaS. Computational and Mathematical Methods in Medicine. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1057929
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1057929