Deep reinforcement learning based task offloading and resource allocation strategy across multiple edge servers.

Lianzhen Huang

Bing Shi 0002 Yuting Pan Lianzhen Huang Deep reinforcement learning based task offloading and resource allocation strategy across multiple edge servers. 263-276 2025 September 19 Serv. Oriented Comput. Appl. 3 https://doi.org/10.1007/s11761-024-00419-6 db/journals/soca/soca19.html#ShiPH25 streams/journals/soca

Bing Shi 0002 Lianzhen Huang Rongjian Shi A deep reinforcement learning-based approach for pricing in the competing auction-based cloud market. 83-95 2022 16 Serv. Oriented Comput. Appl. 2 https://doi.org/10.1007/s11761-022-00334-8 db/journals/soca/soca16.html#ShiHS22

Bing Shi 0002 Lianzhen Huang Rongjian Shi Pricing in the Competing Auction-Based Cloud Market: A Multi-agent Deep Deterministic Policy Gradient Approach. 175-186 2020 ICSOC https://doi.org/10.1007/978-3-030-65310-1_14 conf/icsoc/2020 db/conf/icsoc/icsoc2020.html#ShiHS20 Yuting Pan Bing Shi 0002 Rongjian Shi