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Intelligent Reconfigurable Method of Cloud Computing Resources for Multimedia Data Delivery
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- 저자
- 최준호, 최창, 임강빈, 김정녀, 김판구
- 발행일
- 201308
- 출처
- Informatica, v.24 no.3, pp.381-394
- ISSN
- 0868-4952
- 출판사
- IOS Press
- 협약과제
- 13PS1300, MTM기반 단말 및 차세대 무선랜 보안 기술 개발, 조현숙
- 초록
- While users increasingly use such large multimedia data, more people use the cloud computing technology. It is necessary to manage large data in an efficient way, and to consider transmission efficiency for multimedia data of different quality. To this end, an important thing is to ensure efficient distribution of important resources (CPU, network and storage) which constitute cloud computing, and variable distribution algorithms are required therefor. This study proposes a method of designing a scheme for applying MapReduce of the FP-Growth algorithm which is one of data mining methods based on the Hadoop platform at the stage of IaaS (Infrastructure As a Service) including CPU, networking and storages. The method is then for allocating resources with the scheme.
- KSP 제안 키워드
- Computing resources, Data mining(DM), Data mining methods, FP-growth Algorithm, Hadoop Platform, Infrastructure-as-a-Service(IaaS), Multimedia data, cloud computing technology, data delivery, efficient distribution, large data