2014년 동계 학술대회
Current Result Document : 22 / 22
| 한글제목(Korean Title) |
Distributed Reinforcement Learning based Code Offloading in Mobile Fog |
| 영문제목(English Title) |
Distributed Reinforcement Learning based Code Offloading in Mobile Fog |
| 저자(Author) |
Md. Golam Rabiul Alam
Nguyen Hoang Tran
Cuong T. Do
Chuan Pham
Sarder Fakhrul Abedin
Anupam Kumar Bairagi
Rim Haw
Choong Seon Hong
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| 원문수록처(Citation) |
VOL 41 NO. 02 PP. 0285 ~ 0287 (2014. 12) |
한글내용
(Korean Abstract) |
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영문내용
(English Abstract) |
Fog computing is the horizontal and distributed expansion of centralized cloud computing. The highly virtualized and densely distributed network edges become the fog nodes and provide compute, storage and networking services as the complementary unit of centralized cloud. Mobile Fog is a special purpose computing prototype, which leverages the movile computing to deliver seamless and latency-aware mobile services. In this paper, we propose distributed reinforcement learning based autonomic code offloading mechanism to ensure low-latency service delivery towards mobile service consumers. We us ACE("ACtion Estimation"), the distributed reinforcement learning algorithm to offload basic blocks in a decentralized fashion on geographically distributed mobile fogs. |
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| 파일첨부 |
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