Matches in SemOpenAlex for { <https://semopenalex.org/work/W3138897018> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3138897018 abstract "In recent years, 5G is widely used in parallel with IoT networks to enable massive data connectivity and exchange with ultra-reliable and low latency communication (URLLC) services. The internet requirements from user's perspective have shifted from simple human to human interactions to different communication paradigms and information-centric networking (ICN). ICN distributes the content among the users based on their trending requests. ICN is responsible not only for the routing and caching but also for naming the network's content. ICN considers several parameters such as cache-hit ratio, content diversity, content redundancy, and stretch to route the content. ICN enables name-based caching of the required content according to the user's request based on the router's interest table. The stretch shows the path covered while retrieving the content from producer to consumer. Reduction in path length also leads to a reduction in end-to-end latency and better data rate availability. ICN routers must have the minimum stretch to obtain a better system efficiency. Reinforcement learning (RL) is widely used in networks environment to increase agent efficiency to make decisions. In ICN, RL can aid to increase caching and stretch efficiency. This paper investigates a stretch reduction strategy for ICN routers by formulating the stretch reduction problem as a Markov decision process. The evaluation of the proposed stretch reduction strategy's accuracy is done by employing Q-Learning, an RL technique. The simulation results indicate that by using the optimal parameters for the proposed stretch reduction strategy." @default.
- W3138897018 created "2021-03-29" @default.
- W3138897018 creator A5030341486 @default.
- W3138897018 creator A5061788935 @default.
- W3138897018 creator A5069788823 @default.
- W3138897018 creator A5074571136 @default.
- W3138897018 creator A5076155919 @default.
- W3138897018 date "2021-03-16" @default.
- W3138897018 modified "2023-09-26" @default.
- W3138897018 title "Intelligent Stretch Reduction in Information-CentricNetworking towards 5G-Tactile Internet realization." @default.
- W3138897018 cites W1767905185 @default.
- W3138897018 cites W2528260261 @default.
- W3138897018 cites W2592755103 @default.
- W3138897018 cites W2593548754 @default.
- W3138897018 cites W2761695036 @default.
- W3138897018 cites W2763356328 @default.
- W3138897018 cites W2783814470 @default.
- W3138897018 cites W2791811651 @default.
- W3138897018 cites W2884950155 @default.
- W3138897018 cites W2894838150 @default.
- W3138897018 cites W2894897107 @default.
- W3138897018 cites W2946337726 @default.
- W3138897018 cites W2958409963 @default.
- W3138897018 cites W2979887130 @default.
- W3138897018 cites W2981587265 @default.
- W3138897018 cites W3024945243 @default.
- W3138897018 hasPublicationYear "2021" @default.
- W3138897018 type Work @default.
- W3138897018 sameAs 3138897018 @default.
- W3138897018 citedByCount "0" @default.
- W3138897018 crossrefType "posted-content" @default.
- W3138897018 hasAuthorship W3138897018A5030341486 @default.
- W3138897018 hasAuthorship W3138897018A5061788935 @default.
- W3138897018 hasAuthorship W3138897018A5069788823 @default.
- W3138897018 hasAuthorship W3138897018A5074571136 @default.
- W3138897018 hasAuthorship W3138897018A5076155919 @default.
- W3138897018 hasConcept C105795698 @default.
- W3138897018 hasConcept C106189395 @default.
- W3138897018 hasConcept C110875604 @default.
- W3138897018 hasConcept C111335779 @default.
- W3138897018 hasConcept C111919701 @default.
- W3138897018 hasConcept C115537543 @default.
- W3138897018 hasConcept C120314980 @default.
- W3138897018 hasConcept C136764020 @default.
- W3138897018 hasConcept C152124472 @default.
- W3138897018 hasConcept C159886148 @default.
- W3138897018 hasConcept C2524010 @default.
- W3138897018 hasConcept C2775896111 @default.
- W3138897018 hasConcept C31258907 @default.
- W3138897018 hasConcept C33923547 @default.
- W3138897018 hasConcept C41008148 @default.
- W3138897018 hasConcept C76155785 @default.
- W3138897018 hasConcept C82876162 @default.
- W3138897018 hasConceptScore W3138897018C105795698 @default.
- W3138897018 hasConceptScore W3138897018C106189395 @default.
- W3138897018 hasConceptScore W3138897018C110875604 @default.
- W3138897018 hasConceptScore W3138897018C111335779 @default.
- W3138897018 hasConceptScore W3138897018C111919701 @default.
- W3138897018 hasConceptScore W3138897018C115537543 @default.
- W3138897018 hasConceptScore W3138897018C120314980 @default.
- W3138897018 hasConceptScore W3138897018C136764020 @default.
- W3138897018 hasConceptScore W3138897018C152124472 @default.
- W3138897018 hasConceptScore W3138897018C159886148 @default.
- W3138897018 hasConceptScore W3138897018C2524010 @default.
- W3138897018 hasConceptScore W3138897018C2775896111 @default.
- W3138897018 hasConceptScore W3138897018C31258907 @default.
- W3138897018 hasConceptScore W3138897018C33923547 @default.
- W3138897018 hasConceptScore W3138897018C41008148 @default.
- W3138897018 hasConceptScore W3138897018C76155785 @default.
- W3138897018 hasConceptScore W3138897018C82876162 @default.
- W3138897018 hasLocation W31388970181 @default.
- W3138897018 hasOpenAccess W3138897018 @default.
- W3138897018 hasPrimaryLocation W31388970181 @default.
- W3138897018 hasRelatedWork W2028039922 @default.
- W3138897018 hasRelatedWork W2161254425 @default.
- W3138897018 hasRelatedWork W2550516673 @default.
- W3138897018 hasRelatedWork W2562414438 @default.
- W3138897018 hasRelatedWork W2739727231 @default.
- W3138897018 hasRelatedWork W2763356328 @default.
- W3138897018 hasRelatedWork W2766728235 @default.
- W3138897018 hasRelatedWork W2779812521 @default.
- W3138897018 hasRelatedWork W2899545992 @default.
- W3138897018 hasRelatedWork W2903385630 @default.
- W3138897018 hasRelatedWork W2911781913 @default.
- W3138897018 hasRelatedWork W2912480658 @default.
- W3138897018 hasRelatedWork W2982628787 @default.
- W3138897018 hasRelatedWork W2989766664 @default.
- W3138897018 hasRelatedWork W3002021818 @default.
- W3138897018 hasRelatedWork W3009018716 @default.
- W3138897018 hasRelatedWork W3011897473 @default.
- W3138897018 hasRelatedWork W3039969332 @default.
- W3138897018 hasRelatedWork W3211592050 @default.
- W3138897018 hasRelatedWork W1898438818 @default.
- W3138897018 isParatext "false" @default.
- W3138897018 isRetracted "false" @default.
- W3138897018 magId "3138897018" @default.
- W3138897018 workType "article" @default.