Matches in SemOpenAlex for { <https://semopenalex.org/work/W4226291676> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W4226291676 abstract "Edge computing has been proposed as an extension of cloud computing to provide computation, storage, and network services in network edge. The tasks requested from terminal devices can be processed at the edge to save network bandwidth and reduce response time as long as the edge server is configured with the corresponding virtualization services. However, the limited capacity of various resources of edge servers and the low-delay service demands of tasks limit the application of traditional virtualization technologies in the task scheduling and resource management of edge computing. Meanwhile, the tasks have become more diverse, which are often divided into independent tasks and complex tasks composed of multiple dependent tasks.In this paper, we study the task scheduling problem in the container-based edge computing environment. Based on the Proximal Policy optimization algorithm, we propose two Task Scheduling algorithms for independent (PPOTS) and dependent (PPODTS). Our objective is to minimize the utility which is a trade-off between the completion time and the energy consumption. Experimental results show that our proposed PPOTS and PPODTS algorithms can reduce the average utility by at least 15.83% (and up to 77.9%) and at least 3.5% (and up to 10.3%) compared with baselines respectively." @default.
- W4226291676 created "2022-05-05" @default.
- W4226291676 creator A5004666733 @default.
- W4226291676 creator A5010932540 @default.
- W4226291676 creator A5034570880 @default.
- W4226291676 creator A5077507762 @default.
- W4226291676 creator A5088104427 @default.
- W4226291676 creator A5088542815 @default.
- W4226291676 date "2021-12-01" @default.
- W4226291676 modified "2023-10-06" @default.
- W4226291676 title "A Scheduling Scheme in a Container-Based Edge Computing Environment Using Deep Reinforcement Learning Approach" @default.
- W4226291676 cites W2025329502 @default.
- W4226291676 cites W2145339207 @default.
- W4226291676 cites W2149294210 @default.
- W4226291676 cites W2400861403 @default.
- W4226291676 cites W2593769694 @default.
- W4226291676 cites W2759910885 @default.
- W4226291676 cites W2761170027 @default.
- W4226291676 cites W2765412707 @default.
- W4226291676 cites W2768475350 @default.
- W4226291676 cites W2801779586 @default.
- W4226291676 cites W2809744292 @default.
- W4226291676 cites W2896076605 @default.
- W4226291676 cites W2896079731 @default.
- W4226291676 cites W2899071560 @default.
- W4226291676 cites W2904773330 @default.
- W4226291676 cites W2913454702 @default.
- W4226291676 cites W2913740539 @default.
- W4226291676 cites W2920582503 @default.
- W4226291676 cites W2953281403 @default.
- W4226291676 cites W2955605662 @default.
- W4226291676 cites W2981604716 @default.
- W4226291676 cites W2990913508 @default.
- W4226291676 cites W3127072017 @default.
- W4226291676 doi "https://doi.org/10.1109/msn53354.2021.00024" @default.
- W4226291676 hasPublicationYear "2021" @default.
- W4226291676 type Work @default.
- W4226291676 citedByCount "2" @default.
- W4226291676 countsByYear W42262916762023 @default.
- W4226291676 crossrefType "proceedings-article" @default.
- W4226291676 hasAuthorship W4226291676A5004666733 @default.
- W4226291676 hasAuthorship W4226291676A5010932540 @default.
- W4226291676 hasAuthorship W4226291676A5034570880 @default.
- W4226291676 hasAuthorship W4226291676A5077507762 @default.
- W4226291676 hasAuthorship W4226291676A5088104427 @default.
- W4226291676 hasAuthorship W4226291676A5088542815 @default.
- W4226291676 hasConcept C111919701 @default.
- W4226291676 hasConcept C120314980 @default.
- W4226291676 hasConcept C126255220 @default.
- W4226291676 hasConcept C138236772 @default.
- W4226291676 hasConcept C138959212 @default.
- W4226291676 hasConcept C154945302 @default.
- W4226291676 hasConcept C187691185 @default.
- W4226291676 hasConcept C206729178 @default.
- W4226291676 hasConcept C2524010 @default.
- W4226291676 hasConcept C2778456923 @default.
- W4226291676 hasConcept C31258907 @default.
- W4226291676 hasConcept C33923547 @default.
- W4226291676 hasConcept C41008148 @default.
- W4226291676 hasConcept C513985346 @default.
- W4226291676 hasConcept C79974875 @default.
- W4226291676 hasConcept C93996380 @default.
- W4226291676 hasConcept C97541855 @default.
- W4226291676 hasConceptScore W4226291676C111919701 @default.
- W4226291676 hasConceptScore W4226291676C120314980 @default.
- W4226291676 hasConceptScore W4226291676C126255220 @default.
- W4226291676 hasConceptScore W4226291676C138236772 @default.
- W4226291676 hasConceptScore W4226291676C138959212 @default.
- W4226291676 hasConceptScore W4226291676C154945302 @default.
- W4226291676 hasConceptScore W4226291676C187691185 @default.
- W4226291676 hasConceptScore W4226291676C206729178 @default.
- W4226291676 hasConceptScore W4226291676C2524010 @default.
- W4226291676 hasConceptScore W4226291676C2778456923 @default.
- W4226291676 hasConceptScore W4226291676C31258907 @default.
- W4226291676 hasConceptScore W4226291676C33923547 @default.
- W4226291676 hasConceptScore W4226291676C41008148 @default.
- W4226291676 hasConceptScore W4226291676C513985346 @default.
- W4226291676 hasConceptScore W4226291676C79974875 @default.
- W4226291676 hasConceptScore W4226291676C93996380 @default.
- W4226291676 hasConceptScore W4226291676C97541855 @default.
- W4226291676 hasFunder F4320321001 @default.
- W4226291676 hasLocation W42262916761 @default.
- W4226291676 hasOpenAccess W4226291676 @default.
- W4226291676 hasPrimaryLocation W42262916761 @default.
- W4226291676 hasRelatedWork W2548431613 @default.
- W4226291676 hasRelatedWork W2553836058 @default.
- W4226291676 hasRelatedWork W3114501693 @default.
- W4226291676 hasRelatedWork W3168304977 @default.
- W4226291676 hasRelatedWork W3203684044 @default.
- W4226291676 hasRelatedWork W3211897977 @default.
- W4226291676 hasRelatedWork W4301397976 @default.
- W4226291676 hasRelatedWork W4321385306 @default.
- W4226291676 hasRelatedWork W48697359 @default.
- W4226291676 hasRelatedWork W2186219694 @default.
- W4226291676 isParatext "false" @default.
- W4226291676 isRetracted "false" @default.
- W4226291676 workType "article" @default.