Matches in SemOpenAlex for { <https://semopenalex.org/work/W3115120815> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W3115120815 abstract "Mobile edge computing transfers computing and storage from traditional cloud servers to edge servers, presenting new challenges to quality assurance of edge services. Quality of Service (QoS) is considered as a defacto standard to evaluate similar services with different quality. Given the fact that QoS values are highly dynamic in complex edge environments, QoS monitoring is viewed as a promising technique to comprehensively and effectively understand QoS status of edge services. Due to the distributed storage of historical QoS data and the changeable edge environments, traditional QoS monitoring approaches cannot be directly applied into mobile edge computing. To address this problem, this paper proposes a novel multivariate QoS monitoring approach, called Rs-mBSRM (multivariate BayeSian Runtime Monitoring using Rough set), First, the weights of different QoS attributes are quantified and obtained according to the historical samples based on rough set theory. Second, a Bayesian classifier is constructed for each corresponding edge server during the training stage. Finally, during the monitoring stage, considering the distributed data storage, the classifier is dynamically switched and the attribute weights are also updated due to user mobility. Our experimental results on public data sets show that Rs-mBSRM is better than existing QoS monitoring approaches and is more suitable for mobile edge computing." @default.
- W3115120815 created "2021-01-05" @default.
- W3115120815 creator A5005267734 @default.
- W3115120815 creator A5030409288 @default.
- W3115120815 creator A5038791055 @default.
- W3115120815 creator A5045505240 @default.
- W3115120815 date "2020-10-01" @default.
- W3115120815 modified "2023-09-23" @default.
- W3115120815 title "Multivariate QoS Monitoring in Mobile Edge Computing based on Bayesian Classifier and Rough Set" @default.
- W3115120815 cites W1488336886 @default.
- W3115120815 cites W1503891725 @default.
- W3115120815 cites W1507659404 @default.
- W3115120815 cites W1528748608 @default.
- W3115120815 cites W1821563272 @default.
- W3115120815 cites W1986565925 @default.
- W3115120815 cites W2005998857 @default.
- W3115120815 cites W2008639780 @default.
- W3115120815 cites W2034478670 @default.
- W3115120815 cites W2034998024 @default.
- W3115120815 cites W2045358009 @default.
- W3115120815 cites W2065042697 @default.
- W3115120815 cites W2067292614 @default.
- W3115120815 cites W2122633358 @default.
- W3115120815 cites W2152863619 @default.
- W3115120815 cites W2167770337 @default.
- W3115120815 cites W2169970157 @default.
- W3115120815 cites W2416799949 @default.
- W3115120815 cites W2765605909 @default.
- W3115120815 cites W2769260468 @default.
- W3115120815 cites W2809740924 @default.
- W3115120815 cites W2987259957 @default.
- W3115120815 doi "https://doi.org/10.1109/icws49710.2020.00032" @default.
- W3115120815 hasPublicationYear "2020" @default.
- W3115120815 type Work @default.
- W3115120815 sameAs 3115120815 @default.
- W3115120815 citedByCount "1" @default.
- W3115120815 countsByYear W31151208152021 @default.
- W3115120815 crossrefType "proceedings-article" @default.
- W3115120815 hasAuthorship W3115120815A5005267734 @default.
- W3115120815 hasAuthorship W3115120815A5030409288 @default.
- W3115120815 hasAuthorship W3115120815A5038791055 @default.
- W3115120815 hasAuthorship W3115120815A5045505240 @default.
- W3115120815 hasConcept C111012933 @default.
- W3115120815 hasConcept C116537 @default.
- W3115120815 hasConcept C120314980 @default.
- W3115120815 hasConcept C124101348 @default.
- W3115120815 hasConcept C136264566 @default.
- W3115120815 hasConcept C154945302 @default.
- W3115120815 hasConcept C162307627 @default.
- W3115120815 hasConcept C162324750 @default.
- W3115120815 hasConcept C169761439 @default.
- W3115120815 hasConcept C2778456923 @default.
- W3115120815 hasConcept C2780378061 @default.
- W3115120815 hasConcept C31258907 @default.
- W3115120815 hasConcept C41008148 @default.
- W3115120815 hasConcept C5119721 @default.
- W3115120815 hasConcept C93996380 @default.
- W3115120815 hasConcept C95623464 @default.
- W3115120815 hasConceptScore W3115120815C111012933 @default.
- W3115120815 hasConceptScore W3115120815C116537 @default.
- W3115120815 hasConceptScore W3115120815C120314980 @default.
- W3115120815 hasConceptScore W3115120815C124101348 @default.
- W3115120815 hasConceptScore W3115120815C136264566 @default.
- W3115120815 hasConceptScore W3115120815C154945302 @default.
- W3115120815 hasConceptScore W3115120815C162307627 @default.
- W3115120815 hasConceptScore W3115120815C162324750 @default.
- W3115120815 hasConceptScore W3115120815C169761439 @default.
- W3115120815 hasConceptScore W3115120815C2778456923 @default.
- W3115120815 hasConceptScore W3115120815C2780378061 @default.
- W3115120815 hasConceptScore W3115120815C31258907 @default.
- W3115120815 hasConceptScore W3115120815C41008148 @default.
- W3115120815 hasConceptScore W3115120815C5119721 @default.
- W3115120815 hasConceptScore W3115120815C93996380 @default.
- W3115120815 hasConceptScore W3115120815C95623464 @default.
- W3115120815 hasFunder F4320321001 @default.
- W3115120815 hasFunder F4320322769 @default.
- W3115120815 hasFunder F4320335787 @default.
- W3115120815 hasLocation W31151208151 @default.
- W3115120815 hasOpenAccess W3115120815 @default.
- W3115120815 hasPrimaryLocation W31151208151 @default.
- W3115120815 hasRelatedWork W1979196561 @default.
- W3115120815 hasRelatedWork W2765680238 @default.
- W3115120815 hasRelatedWork W2899296392 @default.
- W3115120815 hasRelatedWork W2945616868 @default.
- W3115120815 hasRelatedWork W2965675057 @default.
- W3115120815 hasRelatedWork W3185591558 @default.
- W3115120815 hasRelatedWork W4233758104 @default.
- W3115120815 hasRelatedWork W4292862254 @default.
- W3115120815 hasRelatedWork W4313145167 @default.
- W3115120815 hasRelatedWork W4321462912 @default.
- W3115120815 isParatext "false" @default.
- W3115120815 isRetracted "false" @default.
- W3115120815 magId "3115120815" @default.
- W3115120815 workType "article" @default.