Matches in SemOpenAlex for { <https://semopenalex.org/work/W2975545947> ?p ?o ?g. }
- W2975545947 abstract "Abstract In heterogeneous networks (HetNets), dynamics of user requirements across the temporal domain lead to the order of magnitude traffic to be processed by macro cells. To achieve high quality of experience (QoE) for users and to perform resource allocation for cells intelligently, we first propose a distributed traffic-processing framework (SDVTS) for elastic resource partitioning, to accommodate dynamics from the user-centric and resource-oriented perspectives respectively. Assisted by a software defined infrastructure, SDVTS fulfills the responsibilities of the request-based and push-based services in an interactive loop. Second, we formulate a traffic-processing time model that computes the delay of handling traffic. The non-convex model is decomposed and a dual evolution algorithm is explored to approximate the optimal solution. Furthermore, we introduce a low-complexity reinforcement learning algorithm with the personalized QoE profiling. A distributed algorithm in coalition between user and cell is designed for seamless connection of an advanced reinforcement learning system (ARLS) components and engines embedded in SDVTS. Extensive simulation results with thorough analysis demonstrate that our framework SDVTS dominates in terms of QoE and cell′s system performance when compared with competing approaches." @default.
- W2975545947 created "2019-10-03" @default.
- W2975545947 creator A5014678694 @default.
- W2975545947 creator A5039311485 @default.
- W2975545947 creator A5062481072 @default.
- W2975545947 creator A5066247159 @default.
- W2975545947 creator A5068438737 @default.
- W2975545947 date "2020-02-01" @default.
- W2975545947 modified "2023-10-17" @default.
- W2975545947 title "When QoE meets learning: A distributed traffic-processing framework for elastic resource provisioning in HetNets" @default.
- W2975545947 cites W2005060246 @default.
- W2975545947 cites W2054688485 @default.
- W2975545947 cites W2112947567 @default.
- W2975545947 cites W2517735925 @default.
- W2975545947 cites W2526598189 @default.
- W2975545947 cites W2527440558 @default.
- W2975545947 cites W2549354855 @default.
- W2975545947 cites W2550020748 @default.
- W2975545947 cites W2557283755 @default.
- W2975545947 cites W2578151840 @default.
- W2975545947 cites W2590714684 @default.
- W2975545947 cites W2595960293 @default.
- W2975545947 cites W2608189116 @default.
- W2975545947 cites W2609654676 @default.
- W2975545947 cites W2620859450 @default.
- W2975545947 cites W2678530527 @default.
- W2975545947 cites W2735816365 @default.
- W2975545947 cites W2738113351 @default.
- W2975545947 cites W2741178546 @default.
- W2975545947 cites W2743888870 @default.
- W2975545947 cites W2744954493 @default.
- W2975545947 cites W2758857450 @default.
- W2975545947 cites W2760972063 @default.
- W2975545947 cites W2761862361 @default.
- W2975545947 cites W2764227489 @default.
- W2975545947 cites W2766447205 @default.
- W2975545947 cites W2767359317 @default.
- W2975545947 cites W2782675250 @default.
- W2975545947 cites W2783422636 @default.
- W2975545947 cites W2790084889 @default.
- W2975545947 cites W2791056945 @default.
- W2975545947 cites W2791432311 @default.
- W2975545947 cites W2905426195 @default.
- W2975545947 cites W2905674925 @default.
- W2975545947 cites W2914656440 @default.
- W2975545947 cites W2918728295 @default.
- W2975545947 cites W2951825612 @default.
- W2975545947 cites W2962840509 @default.
- W2975545947 cites W3104869988 @default.
- W2975545947 cites W3106445841 @default.
- W2975545947 cites W656369140 @default.
- W2975545947 doi "https://doi.org/10.1016/j.comnet.2019.106904" @default.
- W2975545947 hasPublicationYear "2020" @default.
- W2975545947 type Work @default.
- W2975545947 sameAs 2975545947 @default.
- W2975545947 citedByCount "1" @default.
- W2975545947 countsByYear W29755459472021 @default.
- W2975545947 crossrefType "journal-article" @default.
- W2975545947 hasAuthorship W2975545947A5014678694 @default.
- W2975545947 hasAuthorship W2975545947A5039311485 @default.
- W2975545947 hasAuthorship W2975545947A5062481072 @default.
- W2975545947 hasAuthorship W2975545947A5066247159 @default.
- W2975545947 hasAuthorship W2975545947A5068438737 @default.
- W2975545947 hasConcept C108037233 @default.
- W2975545947 hasConcept C120314980 @default.
- W2975545947 hasConcept C154945302 @default.
- W2975545947 hasConcept C158207573 @default.
- W2975545947 hasConcept C166955791 @default.
- W2975545947 hasConcept C172191483 @default.
- W2975545947 hasConcept C199360897 @default.
- W2975545947 hasConcept C2779333187 @default.
- W2975545947 hasConcept C29202148 @default.
- W2975545947 hasConcept C31258907 @default.
- W2975545947 hasConcept C41008148 @default.
- W2975545947 hasConcept C5119721 @default.
- W2975545947 hasConcept C555944384 @default.
- W2975545947 hasConcept C76155785 @default.
- W2975545947 hasConcept C97541855 @default.
- W2975545947 hasConceptScore W2975545947C108037233 @default.
- W2975545947 hasConceptScore W2975545947C120314980 @default.
- W2975545947 hasConceptScore W2975545947C154945302 @default.
- W2975545947 hasConceptScore W2975545947C158207573 @default.
- W2975545947 hasConceptScore W2975545947C166955791 @default.
- W2975545947 hasConceptScore W2975545947C172191483 @default.
- W2975545947 hasConceptScore W2975545947C199360897 @default.
- W2975545947 hasConceptScore W2975545947C2779333187 @default.
- W2975545947 hasConceptScore W2975545947C29202148 @default.
- W2975545947 hasConceptScore W2975545947C31258907 @default.
- W2975545947 hasConceptScore W2975545947C41008148 @default.
- W2975545947 hasConceptScore W2975545947C5119721 @default.
- W2975545947 hasConceptScore W2975545947C555944384 @default.
- W2975545947 hasConceptScore W2975545947C76155785 @default.
- W2975545947 hasConceptScore W2975545947C97541855 @default.
- W2975545947 hasFunder F4320321001 @default.
- W2975545947 hasFunder F4320322186 @default.
- W2975545947 hasLocation W29755459471 @default.
- W2975545947 hasOpenAccess W2975545947 @default.
- W2975545947 hasPrimaryLocation W29755459471 @default.
- W2975545947 hasRelatedWork W10074400 @default.
- W2975545947 hasRelatedWork W10247396 @default.