Matches in SemOpenAlex for { <https://semopenalex.org/work/W2981156826> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2981156826 endingPage "472" @default.
- W2981156826 startingPage "460" @default.
- W2981156826 abstract "With the development of applications on end devices, such as cell phones and tablets, more and more passengers would like to have entertainment on these end devices when they are cruising on vehicles. Due to the limited computation ability of the end devices, some of these applications have back-end components on the edge clouds, which are realized by Service Entities (SEs). In this work, we propose a system named DSEP to Dynamically determine the SEPlacement, such that the maximum latency experienced by the passengers can be minimized. To this end, we first train two sequential neural networks to predict the position of each individual vehicle, and propose an efficient algorithm based on optimization relaxation and Lagrange decomposition to determine the SE placement. Through extensive real-data driven simulations, we find that with the two sequential neural networks proposed in this paper, there are less than 1 percent errors on estimating where the passengers will access the edge cloud system. When the computation resources in the edge cloud are limited, DSEP can reduce the response latency by up to 43 percent compared with the nearest placement scheme. Even averaging the performance improvement over all simulation settings, DSEP can reduce the response latency by 16 percent." @default.
- W2981156826 created "2019-10-25" @default.
- W2981156826 creator A5021687717 @default.
- W2981156826 creator A5062983920 @default.
- W2981156826 creator A5064697095 @default.
- W2981156826 creator A5074641183 @default.
- W2981156826 creator A5075889174 @default.
- W2981156826 date "2021-02-01" @default.
- W2981156826 modified "2023-10-15" @default.
- W2981156826 title "Dynamic Service Entity Placement for Latency Sensitive Applications in Transportation Systems" @default.
- W2981156826 cites W1551426553 @default.
- W2981156826 cites W1970750044 @default.
- W2981156826 cites W2032186998 @default.
- W2981156826 cites W2046825771 @default.
- W2981156826 cites W2058137029 @default.
- W2981156826 cites W2083238230 @default.
- W2981156826 cites W2114623221 @default.
- W2981156826 cites W2115860724 @default.
- W2981156826 cites W2118579359 @default.
- W2981156826 cites W2125444986 @default.
- W2981156826 cites W2175433587 @default.
- W2981156826 cites W2183679353 @default.
- W2981156826 cites W2184044953 @default.
- W2981156826 cites W2274750026 @default.
- W2981156826 cites W2336603544 @default.
- W2981156826 cites W2606105273 @default.
- W2981156826 cites W2626141117 @default.
- W2981156826 cites W2762456226 @default.
- W2981156826 cites W2790421859 @default.
- W2981156826 cites W2790885923 @default.
- W2981156826 cites W2889467661 @default.
- W2981156826 cites W2964077788 @default.
- W2981156826 cites W4206054386 @default.
- W2981156826 cites W4383465216 @default.
- W2981156826 cites W974042900 @default.
- W2981156826 doi "https://doi.org/10.1109/tmc.2019.2947465" @default.
- W2981156826 hasPublicationYear "2021" @default.
- W2981156826 type Work @default.
- W2981156826 sameAs 2981156826 @default.
- W2981156826 citedByCount "6" @default.
- W2981156826 countsByYear W29811568262021 @default.
- W2981156826 countsByYear W29811568262023 @default.
- W2981156826 crossrefType "journal-article" @default.
- W2981156826 hasAuthorship W2981156826A5021687717 @default.
- W2981156826 hasAuthorship W2981156826A5062983920 @default.
- W2981156826 hasAuthorship W2981156826A5064697095 @default.
- W2981156826 hasAuthorship W2981156826A5074641183 @default.
- W2981156826 hasAuthorship W2981156826A5075889174 @default.
- W2981156826 hasBestOaLocation W29811568261 @default.
- W2981156826 hasConcept C120314980 @default.
- W2981156826 hasConcept C31258907 @default.
- W2981156826 hasConcept C41008148 @default.
- W2981156826 hasConcept C76155785 @default.
- W2981156826 hasConcept C82876162 @default.
- W2981156826 hasConceptScore W2981156826C120314980 @default.
- W2981156826 hasConceptScore W2981156826C31258907 @default.
- W2981156826 hasConceptScore W2981156826C41008148 @default.
- W2981156826 hasConceptScore W2981156826C76155785 @default.
- W2981156826 hasConceptScore W2981156826C82876162 @default.
- W2981156826 hasFunder F4320306076 @default.
- W2981156826 hasFunder F4320306108 @default.
- W2981156826 hasFunder F4320321001 @default.
- W2981156826 hasFunder F4320335787 @default.
- W2981156826 hasIssue "2" @default.
- W2981156826 hasLocation W29811568261 @default.
- W2981156826 hasOpenAccess W2981156826 @default.
- W2981156826 hasPrimaryLocation W29811568261 @default.
- W2981156826 hasRelatedWork W1485627940 @default.
- W2981156826 hasRelatedWork W1596201972 @default.
- W2981156826 hasRelatedWork W1986253068 @default.
- W2981156826 hasRelatedWork W1987753576 @default.
- W2981156826 hasRelatedWork W2130966263 @default.
- W2981156826 hasRelatedWork W2152433827 @default.
- W2981156826 hasRelatedWork W2160425906 @default.
- W2981156826 hasRelatedWork W2298102683 @default.
- W2981156826 hasRelatedWork W3033499831 @default.
- W2981156826 hasRelatedWork W2779562428 @default.
- W2981156826 hasVolume "20" @default.
- W2981156826 isParatext "false" @default.
- W2981156826 isRetracted "false" @default.
- W2981156826 magId "2981156826" @default.
- W2981156826 workType "article" @default.