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Correlation Based Combined Analysis Of FTA And GWA For Reliability And Performance Study Of Grid Environment
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- 발행기관
- 보안공학연구지원센터(IJGDC) 바로가기
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- 간행물
- International Journal of Grid and Distributed Computing 바로가기
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- 통권
- Vol.7 No.2 (2014.04)바로가기
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- 페이지
- pp.53-68
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- 저자
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- 언어
- 영어(ENG)
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- URL
- https://www.earticle.net/Article/A230263
※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.
원문정보
초록
- 영어
- In this age of data and knowledge, Cloud, Grid and P2P systems are becoming common and advanced. Due to heterogeneous and distributed nature, Grid becomes more vulnerable to faults. Trace files are great way of storing and collecting fault and workload information from the system. FTA (Fault Trace Archive) and GWA (Grid Workload Archive) are two such trace files. Previously FTA and GWA have been individually analyzed by researchers, but in this research paper for the first time, we have analyzed the combination of FTA and GWA as a single research problem. Trace files have been joined based on the event timestamp values. Both the trace files have been analyzed to establish a correlation based model among node failures, failed jobs, number of nodes and failure duration. We have discovered that these factors are positively correlated with each other but to a different extent. Along with node failure frequency, failure resume time and node dedication factor, we have found that interactive jobs have a higher failure probability as compared to batch jobs.
목차
Abstract
1. Introduction
2. Related Work
3. Fault Trace Archive Analysis
3.1. Node Unavailability Time
3.2. Number of Failures
3.3. Failure Prone Nodes
3.4. Node Dedication
3.5. Average Time to Resume after Failure
4. Grid Workload Archive Analysis
4.1. Job Execution Status
4.2. Failure Stage of Jobs
4.3. Completed, Failed and Cancelled Jobs
5. Combined Analysis of FTA and GWA
5.1. Sample Size Selection
6. Correlation and Result Analysis
7. Conclusion and Future Work
References
키워드
FTA Fault Trace Archive GWA Grid Workload Archive Fault Tolerance QoS Quality of Service저자
간행물 정보
발행기관
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- 발행기관명
- 보안공학연구지원센터(IJGDC) [Science & Engineering Research Support Center, Republic of Korea(IJGDC)]
- 설립연도
- 2006
- 분야
- 공학>컴퓨터학
- 소개
- 1. 보안공학에 대한 각종 조사 및 연구 2. 보안공학에 대한 응용기술 연구 및 발표 3. 보안공학에 관한 각종 학술 발표회 및 전시회 개최 4. 보안공학 기술의 상호 협조 및 정보교환 5. 보안공학에 관한 표준화 사업 및 규격의 제정 6. 보안공학에 관한 산학연 협동의 증진 7. 국제적 학술 교류 및 기술 협력 8. 보안공학에 관한 논문지 발간 9. 기타 본 회 목적 달성에 필요한 사업
간행물
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- 간행물명
- International Journal of Grid and Distributed Computing
- 간기
- 격월간
- pISSN
- 2005-4262
- 수록기간
- 2008~2016
- 십진분류
- KDC 505 DDC 605
이 권호 내 다른 논문 / International Journal of Grid and Distributed Computing Vol.7 No.2
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