FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385647779> ?p ?o ?g. }

• W4385647779 abstract "Abstract In vehicular edge computing, the low-delay services are invoked by the vehicles from the edge clouds while the vehicles moving on the roads. Because of the insufficiency of computing capacity and storage resource for edge clouds, a single edge cloud cannot handle all the services, and thus the efficient service deployment strategy in multi edge clouds should be designed according to the service demands. Noticed that the service demands are dynamic in temporal, and the inter-relationship between services is a non-negligible factor for service deployment. In order to address the new challenges produced by these factors, a collaborative service on-demand dynamic deployment approach with deep reinforcement learning is proposed, which is named CODD-DQN. In our approach, the number of service request of each edge clouds are forecasted by a time-aware service demands prediction algorithm, and then the interacting services are discovered through the analysis of service invoking logs. On this basis, the service response time models are constructed to formulated the problem, aiming to minimize service response time with data transmission delay between services. Furthermore, a collaborative service dynamic deployment algorithm with DQN model is proposed to deploy the interacting services. Finally, the real-world dataset based experiments are conducted. The results show our approach can achieve lowest service response time than other algorithms for service deployment." @default.
• W4385647779 created "2023-08-09" @default.
• W4385647779 creator A5036031567 @default.
• W4385647779 creator A5053993735 @default.
• W4385647779 creator A5056059385 @default.
• W4385647779 creator A5063080367 @default.
• W4385647779 creator A5064396511 @default.
• W4385647779 creator A5070789290 @default.
• W4385647779 date "2023-08-08" @default.
• W4385647779 modified "2023-10-16" @default.
• W4385647779 title "Collaborative on-demand dynamic deployment via deep reinforcement learning for IoV service in multi edge clouds" @default.
• W4385647779 cites W2145339207 @default.
• W4385647779 cites W2605270919 @default.
• W4385647779 cites W2807902932 @default.
• W4385647779 cites W2808614313 @default.
• W4385647779 cites W2904036678 @default.
• W4385647779 cites W2966753637 @default.
• W4385647779 cites W2982650630 @default.
• W4385647779 cites W3009048608 @default.
• W4385647779 cites W3036866442 @default.
• W4385647779 cites W3040845653 @default.
• W4385647779 cites W3108435000 @default.
• W4385647779 cites W3111145724 @default.
• W4385647779 cites W3128045956 @default.
• W4385647779 cites W3156032009 @default.
• W4385647779 cites W4200317075 @default.
• W4385647779 cites W4206731724 @default.
• W4385647779 cites W4206772869 @default.
• W4385647779 cites W4220967177 @default.
• W4385647779 cites W4224210818 @default.
• W4385647779 cites W4286435224 @default.
• W4385647779 cites W4293195712 @default.
• W4385647779 cites W4293916805 @default.
• W4385647779 cites W4294677170 @default.
• W4385647779 cites W4295347215 @default.
• W4385647779 cites W4311216084 @default.
• W4385647779 cites W4312389599 @default.
• W4385647779 cites W4324116470 @default.
• W4385647779 cites W4376456793 @default.
• W4385647779 cites W4376643890 @default.
• W4385647779 cites W4380203367 @default.
• W4385647779 doi "https://doi.org/10.1186/s13677-023-00488-6" @default.
• W4385647779 hasPublicationYear "2023" @default.
• W4385647779 type Work @default.
• W4385647779 citedByCount "0" @default.
• W4385647779 crossrefType "journal-article" @default.
• W4385647779 hasAuthorship W4385647779A5036031567 @default.
• W4385647779 hasAuthorship W4385647779A5053993735 @default.
• W4385647779 hasAuthorship W4385647779A5056059385 @default.
• W4385647779 hasAuthorship W4385647779A5063080367 @default.
• W4385647779 hasAuthorship W4385647779A5064396511 @default.
• W4385647779 hasAuthorship W4385647779A5070789290 @default.
• W4385647779 hasBestOaLocation W43856477791 @default.
• W4385647779 hasConcept C105339364 @default.
• W4385647779 hasConcept C111919701 @default.
• W4385647779 hasConcept C120314980 @default.
• W4385647779 hasConcept C136264566 @default.
• W4385647779 hasConcept C138236772 @default.
• W4385647779 hasConcept C154945302 @default.
• W4385647779 hasConcept C162307627 @default.
• W4385647779 hasConcept C162324750 @default.
• W4385647779 hasConcept C2778456923 @default.
• W4385647779 hasConcept C2780378061 @default.
• W4385647779 hasConcept C31258907 @default.
• W4385647779 hasConcept C41008148 @default.
• W4385647779 hasConcept C79974875 @default.
• W4385647779 hasConcept C97300177 @default.
• W4385647779 hasConcept C97541855 @default.
• W4385647779 hasConceptScore W4385647779C105339364 @default.
• W4385647779 hasConceptScore W4385647779C111919701 @default.
• W4385647779 hasConceptScore W4385647779C120314980 @default.
• W4385647779 hasConceptScore W4385647779C136264566 @default.
• W4385647779 hasConceptScore W4385647779C138236772 @default.
• W4385647779 hasConceptScore W4385647779C154945302 @default.
• W4385647779 hasConceptScore W4385647779C162307627 @default.
• W4385647779 hasConceptScore W4385647779C162324750 @default.
• W4385647779 hasConceptScore W4385647779C2778456923 @default.
• W4385647779 hasConceptScore W4385647779C2780378061 @default.
• W4385647779 hasConceptScore W4385647779C31258907 @default.
• W4385647779 hasConceptScore W4385647779C41008148 @default.
• W4385647779 hasConceptScore W4385647779C79974875 @default.
• W4385647779 hasConceptScore W4385647779C97300177 @default.
• W4385647779 hasConceptScore W4385647779C97541855 @default.
• W4385647779 hasIssue "1" @default.
• W4385647779 hasLocation W43856477791 @default.
• W4385647779 hasOpenAccess W4385647779 @default.
• W4385647779 hasPrimaryLocation W43856477791 @default.
• W4385647779 hasRelatedWork W2534668683 @default.
• W4385647779 hasRelatedWork W2942586735 @default.
• W4385647779 hasRelatedWork W3013363822 @default.
• W4385647779 hasRelatedWork W3211931762 @default.
• W4385647779 hasRelatedWork W4225757241 @default.
• W4385647779 hasRelatedWork W4293812074 @default.
• W4385647779 hasRelatedWork W4307482744 @default.
• W4385647779 hasRelatedWork W4375928818 @default.
• W4385647779 hasRelatedWork W4385414328 @default.
• W4385647779 hasRelatedWork W4385586765 @default.
• W4385647779 hasVolume "12" @default.
• W4385647779 isParatext "false" @default.
• W4385647779 isRetracted "false" @default.

• next