상세정보
학술대회
Cooperative Big Data Processing Engine for Fast Reaction in Internet of Things Environment: Greater Than the Sum of Its Parts
- 발행일
- 201605
- 출처
- International Conference on Mobile and Wireless Technology (ICMWT) 2016 (LNEE 391), v.391, pp.145-149
- 협약과제
- 15MS5300, (ICBMS-1세부) CoT(Cloud of Things) 환경에서 실시간 반응성 향상을 위한 계층적 데이터 스트림 분석 SW 기술 개발, 민옥기
- 초록
- This paper outlines cooperative big data processing engine in Internet of Things environment. Our platform splits an analytical job into two meaningful sub-jobs. First one of two sub-jobs push away from centralized points (e.g., analysis server) to the physical Internet of Things devices (e.g., embedded devices) for filtering out the inconsequential messages and achieving the best message-response possible. Second one of two sub-jobs conducts remaining parts of complicated analytic mission in traditional servers. This approach significantly decreases the data volume that must be moved, the consequent traffic. Furthermore, it can provide faster reaction in most instances.
- KSP 제안 키워드
- Big Data Processing, Data Volume, Embedded Devices, Internet of thing(IoT), Physical internet, Processing engine(PE), data processing engine, fast reaction