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효율적인 클라우드 컴퓨팅을 위한 가상장비 할당 방법

The Allocation Method of Virtual Machines for Efficient Cloud Computing

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초록

Cloud computing is a general term for anything that involves delivering hosted services over the Internet. These services are broadly divided into three categories:Infrastructure-as-a-Service(IaaS), Platform-as-a-Service(PaaS) and Software-as-a-Service(SaaS). There is a problem due to the heterogeneity of cloud computing nodes. Energy use and job executing time of each virtual machines are vary to each machines. So it is required a new technical methods to solve this problems. In this paper, we suggested a method which can calculate the proper number of virtual machine participating the cloud computing tasks using the mathematical model in terms of energy use and job execution time. To verify the suggested method, we performed the performance evaluation. The results of performance evaluation showed that the suggested algorithm could decrease the energy use and execution time of cloud computing.

Abstract

Cloud computing is a general term for anything that involves delivering hosted services over the Internet. These services are broadly divided into three categories:Infrastructure-as-a-Service(IaaS), Platform-as-a-Service(PaaS) and Software-as-a-Service(SaaS). There is a problem due to the heterogeneity of cloud computing nodes. Energy use and job executing time of each virtual machines are vary to each machines. So it is required a new technical methods to solve this problems. In this paper, we suggested a method which can calculate the proper number of virtual machine participating the cloud computing tasks using the mathematical model in terms of energy use and job execution time. To verify the suggested method, we performed the performance evaluation. The results of performance evaluation showed that the suggested algorithm could decrease the energy use and execution time of cloud computing.

참고문헌 (7)

  1. 강승석, "클라우드 컴퓨팅 서비스 구현을 위한 네트워크 가상화 연구", 한국지역정보화학회지, 13(3), pp.1~17 (2010), 한국지역정보화학회
  2. L. Youseff, "Towards a Unified Ontology of Cloud Computing", Proc. Grid Computing Environments Workshop (GCE), pp.1~10 (2008)
  3. 김성준, "클라우드 컴퓨팅환경에서의 기업정보보안 방안", 경영컨설팅리뷰, 1(2), pp.194~208 (2010), 공주대학교 KNU 경영컨설팅 연구소
  4. 박성원, "클라우드 컴퓨팅 기반의 고가용성 복제시스템의 구현", 전자공학회논문지 - IE, 48(4), pp.61~68 (2011), 대한전자공학회
  5. Sungkap Yeo, "Using Mathematical Modeling in Provisioning a Heterogeneous Cloud Computing Environment", pp.55~62 (2011)
  6. L. A. Barroso, "The Price of Performance", ACM Queue, 3(7), pp.48~53 (2005)
  7. R. Gonzalez, "Energy Dissipation in General Purpose Processors", IEEE J. Solid-State Circuits, 31(9), pp.1277~1284 (1996)

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