¿µ¹®³»¿ë (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. |