FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4382193485> ?p ?o ?g. }

• W4382193485 endingPage "145" @default.
• W4382193485 startingPage "136" @default.
• W4382193485 abstract "Abstract In quantum key distribution‐secured optical networks (QKD‐ONs), constrained network resources limit the success probability of QKD lightpath requests (QLRs). Thus, the selection of an appropriate route and the efficient utilisation of network resources for establishment of QLRs are the essential and challenging problems. This work addresses the routing and resource assignment (RRA) problem in the quantum signal channel of QKD‐ONs. The RRA problem of QKD‐ONs is a complex decision making problem, where appropriate solutions depend on understanding the networking environment. Motivated by the recent advances in deep reinforcement learning (DRL) for complex problems and also because of its capability to learn directly from experiences, DRL is exploited to solve the RRA problem and a DRL‐based RRA scheme is proposed. The proposed scheme learns the optimal policy to select an appropriate route and assigns suitable network resources for establishment of QLRs by using deep neural networks. The performance of the proposed scheme is compared with the deep‐Q network (DQN) method and two baseline schemes, namely, first‐fit (FF) and random‐fit (RF) for two different networks, namely The National Science Foundation Network (NSFNET) and UBN24. Simulation results indicate that the proposed scheme reduces blocking by 7.19%, 10.11%, and 33.50% for NSFNET and 2.47%, 3.20%, and 19.60% for UBN24 and improves resource utilisation up to 3.40%, 4.33%, and 7.18% for NSFNET and 1.34%, 1.96%, and 6.44% for UBN24 as compared with DQN, FF, and RF, respectively." @default.
• W4382193485 created "2023-06-28" @default.
• W4382193485 creator A5000613297 @default.
• W4382193485 creator A5005993353 @default.
• W4382193485 creator A5050580025 @default.
• W4382193485 creator A5082178348 @default.
• W4382193485 date "2023-06-26" @default.
• W4382193485 modified "2023-10-14" @default.
• W4382193485 title "Deep reinforcement learning‐based routing and resource assignment in quantum key distribution‐secured optical networks" @default.
• W4382193485 cites W1988134541 @default.
• W4382193485 cites W2020272675 @default.
• W4382193485 cites W2049471987 @default.
• W4382193485 cites W2051051926 @default.
• W4382193485 cites W2139705924 @default.
• W4382193485 cites W2145339207 @default.
• W4382193485 cites W2170235542 @default.
• W4382193485 cites W2415710521 @default.
• W4382193485 cites W2765368473 @default.
• W4382193485 cites W2765594570 @default.
• W4382193485 cites W2767306859 @default.
• W4382193485 cites W2800313743 @default.
• W4382193485 cites W2887503391 @default.
• W4382193485 cites W2898035736 @default.
• W4382193485 cites W2944218141 @default.
• W4382193485 cites W3000517916 @default.
• W4382193485 cites W3005558247 @default.
• W4382193485 cites W3009427305 @default.
• W4382193485 cites W3010744336 @default.
• W4382193485 cites W3032720104 @default.
• W4382193485 cites W3033532387 @default.
• W4382193485 cites W3037030035 @default.
• W4382193485 cites W3100789280 @default.
• W4382193485 cites W3106470338 @default.
• W4382193485 cites W3194289915 @default.
• W4382193485 cites W3214044651 @default.
• W4382193485 cites W4214791206 @default.
• W4382193485 cites W4221141786 @default.
• W4382193485 cites W4224297686 @default.
• W4382193485 cites W4226197639 @default.
• W4382193485 cites W4281489627 @default.
• W4382193485 cites W4283203974 @default.
• W4382193485 cites W4300960413 @default.
• W4382193485 doi "https://doi.org/10.1049/qtc2.12063" @default.
• W4382193485 hasPublicationYear "2023" @default.
• W4382193485 type Work @default.
• W4382193485 citedByCount "0" @default.
• W4382193485 crossrefType "journal-article" @default.
• W4382193485 hasAuthorship W4382193485A5000613297 @default.
• W4382193485 hasAuthorship W4382193485A5005993353 @default.
• W4382193485 hasAuthorship W4382193485A5050580025 @default.
• W4382193485 hasAuthorship W4382193485A5082178348 @default.
• W4382193485 hasBestOaLocation W43821934851 @default.
• W4382193485 hasConcept C126255220 @default.
• W4382193485 hasConcept C134306372 @default.
• W4382193485 hasConcept C151201525 @default.
• W4382193485 hasConcept C154945302 @default.
• W4382193485 hasConcept C188116033 @default.
• W4382193485 hasConcept C206345919 @default.
• W4382193485 hasConcept C26517878 @default.
• W4382193485 hasConcept C31258907 @default.
• W4382193485 hasConcept C33923547 @default.
• W4382193485 hasConcept C38652104 @default.
• W4382193485 hasConcept C41008148 @default.
• W4382193485 hasConcept C74172769 @default.
• W4382193485 hasConcept C77618280 @default.
• W4382193485 hasConcept C97541855 @default.
• W4382193485 hasConceptScore W4382193485C126255220 @default.
• W4382193485 hasConceptScore W4382193485C134306372 @default.
• W4382193485 hasConceptScore W4382193485C151201525 @default.
• W4382193485 hasConceptScore W4382193485C154945302 @default.
• W4382193485 hasConceptScore W4382193485C188116033 @default.
• W4382193485 hasConceptScore W4382193485C206345919 @default.
• W4382193485 hasConceptScore W4382193485C26517878 @default.
• W4382193485 hasConceptScore W4382193485C31258907 @default.
• W4382193485 hasConceptScore W4382193485C33923547 @default.
• W4382193485 hasConceptScore W4382193485C38652104 @default.
• W4382193485 hasConceptScore W4382193485C41008148 @default.
• W4382193485 hasConceptScore W4382193485C74172769 @default.
• W4382193485 hasConceptScore W4382193485C77618280 @default.
• W4382193485 hasConceptScore W4382193485C97541855 @default.
• W4382193485 hasFunder F4320320738 @default.
• W4382193485 hasFunder F4320322724 @default.
• W4382193485 hasIssue "3" @default.
• W4382193485 hasLocation W43821934851 @default.
• W4382193485 hasOpenAccess W4382193485 @default.
• W4382193485 hasPrimaryLocation W43821934851 @default.
• W4382193485 hasRelatedWork W2089415692 @default.
• W4382193485 hasRelatedWork W2136202932 @default.
• W4382193485 hasRelatedWork W2357975469 @default.
• W4382193485 hasRelatedWork W2361647908 @default.
• W4382193485 hasRelatedWork W2361975388 @default.
• W4382193485 hasRelatedWork W2937181779 @default.
• W4382193485 hasRelatedWork W3096874164 @default.
• W4382193485 hasRelatedWork W3148138296 @default.
• W4382193485 hasRelatedWork W4294873804 @default.
• W4382193485 hasRelatedWork W4376605461 @default.
• W4382193485 hasVolume "4" @default.
• W4382193485 isParatext "false" @default.

• next