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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제16권 제1호
- 발행연도
- 2020.1
- 수록면
- 132 - 144 (13page)
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초록· 키워드
오류제보하기
Cloud computing is an emerging technology based on the concept of enabling data access from anywhere, atany time, from any platform. The exponential growth of cloud users has resulted in the emergence of multipleissues, such as the workload imbalance between the virtual machines (VMs) of data centers in a cloudenvironment greatly impacting its overall performance. Our axis of research is the load balancing of a datacenter’s VMs. It aims at reducing the degree of a load’s imbalance between those VMs so that a better resourceutilization will be provided, thus ensuring a greater quality of service. Our article focuses on two phases tobalance the workload between the VMs. The first step will be the determination of the threshold of each VMbefore it can be considered overloaded. The second step will be a task allocation to the VMs by relying on animproved and faster version of the meta-heuristic “simulated annealing (SA)”. We mainly focused on theacceptance probability of the SA, as, by modifying the content of the acceptance probability, we could ensurethat the SA was able to offer a smart task distribution between the VMs in fewer loops than a classical usageof the SA.
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참고문헌 (37)
참고문헌 신청
G. Gaspard / Equilibrage de Charge et Haute Disponibilite
S. Nepal / 2011 / DIaaS : data integrity as a service in the cloud / Proceedings of 2011 IEEE 4th International Conference on Cloud Computing :308~315
C. Curino / 2011 / Relational cloud : a database-as-a-service for the cloud / Proceedings of the 5th Biennial Conference on Innovative Data Systems Research
S. Frenot / 2012 / LogOS : an automatic logging framework for service-oriented architectures / 201238th Euromicro Conference on Software Engineering and Advanced Applications :224~227
R. Hammad / 2014 / Provenance as a service : a data-centric approach for real-time monitoring / Proceedings of 2014 IEEE International Congress on Big Data :258~265
S. Nepal / 2011 / DIaaS : data integrity as a service in the cloud / Proceedings of 2011 IEEE 4th International Conference on Cloud Computing :308~315
C. Curino / 2011 / Relational cloud : a database-as-a-service for the cloud / Proceedings of the 5th Biennial Conference on Innovative Data Systems Research
S. Frenot / 2012 / LogOS : an automatic logging framework for service-oriented architectures / 201238th Euromicro Conference on Software Engineering and Advanced Applications :224~227
R. Hammad / 2014 / Provenance as a service : a data-centric approach for real-time monitoring / Proceedings of 2014 IEEE International Congress on Big Data :258~265
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