Matches in SemOpenAlex for { <https://semopenalex.org/work/W3207782758> ?p ?o ?g. }
- W3207782758 endingPage "3828" @default.
- W3207782758 startingPage "3817" @default.
- W3207782758 abstract "Network function virtualization (NFV) is considered to be a promising paradigm for reducing network infrastructure cost. However, the mapping from network physical resources to service function chain (SFC), which is an ordered sequence of virtual network functions, is challenging, especially when a dynamic wireless network is involved. In this article, we propose a novel lightweight SFC embedding framework based on reinforcement learning in the NFV-enabled wireless network for reducing the end-to-end wired and wireless delay and leveraging the SFC acceptance ratio. We model the embedding problem as a Markov decision process, in which the reward is modeled as an adjustable weighted function, including combined delay (wired and wireless delay) and remaining resource. Accordingly, a lightweight and adjustable <inline-formula xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink><tex-math notation=LaTeX>$Q$</tex-math></inline-formula> -learning-based SFC embedding strategy is proposed. To validate the effectiveness of our proposed framework, extensive simulations are performed by using real data traces and compared with a classical genetic algorithm (GA) and a cluster-based method MAPLE. The results of the simulation show that the proposed framework is efficient and performs better than both GA and MAPLE in terms of delay and service acceptance probability. The prototype of the framework is also built for demonstrating the feasibility of the proposed framework." @default.
- W3207782758 created "2021-10-25" @default.
- W3207782758 creator A5027780525 @default.
- W3207782758 creator A5048379858 @default.
- W3207782758 creator A5061130250 @default.
- W3207782758 creator A5091713195 @default.
- W3207782758 date "2022-09-01" @default.
- W3207782758 modified "2023-10-15" @default.
- W3207782758 title "A Lightweight SFC Embedding Framework in SDN/NFV-Enabled Wireless Network Based on Reinforcement Learning" @default.
- W3207782758 cites W1525264275 @default.
- W3207782758 cites W1823841943 @default.
- W3207782758 cites W1997834106 @default.
- W3207782758 cites W2001065364 @default.
- W3207782758 cites W2154808242 @default.
- W3207782758 cites W2165250321 @default.
- W3207782758 cites W2194189080 @default.
- W3207782758 cites W2216654401 @default.
- W3207782758 cites W2334600287 @default.
- W3207782758 cites W2403593353 @default.
- W3207782758 cites W2462800345 @default.
- W3207782758 cites W2500898769 @default.
- W3207782758 cites W2586630827 @default.
- W3207782758 cites W2613345295 @default.
- W3207782758 cites W2783034914 @default.
- W3207782758 cites W2788163338 @default.
- W3207782758 cites W2792866491 @default.
- W3207782758 cites W2804389053 @default.
- W3207782758 cites W2809329936 @default.
- W3207782758 cites W2824027552 @default.
- W3207782758 cites W2856479366 @default.
- W3207782758 cites W2888263775 @default.
- W3207782758 cites W2952176601 @default.
- W3207782758 cites W2963549123 @default.
- W3207782758 cites W2995673860 @default.
- W3207782758 cites W2996568029 @default.
- W3207782758 cites W2996945891 @default.
- W3207782758 cites W3006670753 @default.
- W3207782758 cites W3008122459 @default.
- W3207782758 cites W3039239555 @default.
- W3207782758 cites W3103263926 @default.
- W3207782758 cites W3109937587 @default.
- W3207782758 cites W32403112 @default.
- W3207782758 cites W4238465620 @default.
- W3207782758 doi "https://doi.org/10.1109/jsyst.2021.3111972" @default.
- W3207782758 hasPublicationYear "2022" @default.
- W3207782758 type Work @default.
- W3207782758 sameAs 3207782758 @default.
- W3207782758 citedByCount "2" @default.
- W3207782758 countsByYear W32077827582023 @default.
- W3207782758 crossrefType "journal-article" @default.
- W3207782758 hasAuthorship W3207782758A5027780525 @default.
- W3207782758 hasAuthorship W3207782758A5048379858 @default.
- W3207782758 hasAuthorship W3207782758A5061130250 @default.
- W3207782758 hasAuthorship W3207782758A5091713195 @default.
- W3207782758 hasConcept C105795698 @default.
- W3207782758 hasConcept C106189395 @default.
- W3207782758 hasConcept C108037233 @default.
- W3207782758 hasConcept C120314980 @default.
- W3207782758 hasConcept C154945302 @default.
- W3207782758 hasConcept C159886148 @default.
- W3207782758 hasConcept C33923547 @default.
- W3207782758 hasConcept C41008148 @default.
- W3207782758 hasConcept C41608201 @default.
- W3207782758 hasConcept C555944384 @default.
- W3207782758 hasConcept C76155785 @default.
- W3207782758 hasConcept C97541855 @default.
- W3207782758 hasConceptScore W3207782758C105795698 @default.
- W3207782758 hasConceptScore W3207782758C106189395 @default.
- W3207782758 hasConceptScore W3207782758C108037233 @default.
- W3207782758 hasConceptScore W3207782758C120314980 @default.
- W3207782758 hasConceptScore W3207782758C154945302 @default.
- W3207782758 hasConceptScore W3207782758C159886148 @default.
- W3207782758 hasConceptScore W3207782758C33923547 @default.
- W3207782758 hasConceptScore W3207782758C41008148 @default.
- W3207782758 hasConceptScore W3207782758C41608201 @default.
- W3207782758 hasConceptScore W3207782758C555944384 @default.
- W3207782758 hasConceptScore W3207782758C76155785 @default.
- W3207782758 hasConceptScore W3207782758C97541855 @default.
- W3207782758 hasFunder F4320321001 @default.
- W3207782758 hasFunder F4320335787 @default.
- W3207782758 hasIssue "3" @default.
- W3207782758 hasLocation W32077827581 @default.
- W3207782758 hasOpenAccess W3207782758 @default.
- W3207782758 hasPrimaryLocation W32077827581 @default.
- W3207782758 hasRelatedWork W1556532828 @default.
- W3207782758 hasRelatedWork W1574991376 @default.
- W3207782758 hasRelatedWork W1985560493 @default.
- W3207782758 hasRelatedWork W1991138660 @default.
- W3207782758 hasRelatedWork W2146763310 @default.
- W3207782758 hasRelatedWork W2937181779 @default.
- W3207782758 hasRelatedWork W2997022832 @default.
- W3207782758 hasRelatedWork W3119377649 @default.
- W3207782758 hasRelatedWork W3198564127 @default.
- W3207782758 hasRelatedWork W4308702637 @default.
- W3207782758 hasVolume "16" @default.
- W3207782758 isParatext "false" @default.
- W3207782758 isRetracted "false" @default.
- W3207782758 magId "3207782758" @default.