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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국정보처리학회 JIPS(Journal of Information Processing Systems) JIPS(Journal of Information Processing Systems) 제14권 제3호
- 발행연도
- 2018.1
- 수록면
- 569 - 589 (21page)
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초록· 키워드
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Cloud computing, also known as “country as you go”, is used to turn any computer into a dematerializedarchitecture in which users can access different services. In addition to the daily evolution of stakeholders’number and beneficiaries, the imbalance between the virtual machines of data centers in a cloud environmentimpacts the performance as it decreases the hardware resources and the software’s profitability. Our axis ofresearch is the load balancing between a data center’s virtual machines. It is used for reducing the degree ofload imbalance between those machines in order to solve the problems caused by this technological evolutionand ensure a greater quality of service. Our article focuses on two main phases: the pre-classification of tasks,according to the requested resources; and the classification of tasks into levels (‘odd levels’ or ‘even levels’) inascending order based on the meta-heuristic “Bat-algorithm”. The task allocation is based on levels providedby the bat-algorithm and through our mathematical functions, and we will divide our system into a numberof virtual machines with nearly equal performance. Otherwise, we suggest different classes of virtualmachines, but the condition is that each class should contain machines with similar characteristics comparedto the existing binary search scheme.
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참고문헌 (51)
참고문헌 신청
M. Katyal / 2013 / A comparative study of load balancing algorithms in cloud computing environment / International Journal of Distributed and Cloud Computing 1(2):5~14
Y. Fahim / 2015 / The tasks allocation based on the pre-estimation of the processing time in the cloud environment / Journal of Theoretical and Applied Information Technology 75(3):350~355
A. Goyal / 2014 / A study of load balancing in cloud computing using soft computing techniques / International Journal of Computer Applications 92(9):29~32
A. M. Alakeel / 2010 / A guide to dynamic load balancing in distributed computer systems / International Journal of Computer Science and Information Security 10(6):153~160
R. P. Padhy / 2011 / Load balancing in cloud computing systems
Y. Fahim / 2015 / The tasks allocation based on the pre-estimation of the processing time in the cloud environment / Journal of Theoretical and Applied Information Technology 75(3):350~355
A. Goyal / 2014 / A study of load balancing in cloud computing using soft computing techniques / International Journal of Computer Applications 92(9):29~32
A. M. Alakeel / 2010 / A guide to dynamic load balancing in distributed computer systems / International Journal of Computer Science and Information Security 10(6):153~160
R. P. Padhy / 2011 / Load balancing in cloud computing systems
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