Matches in SemOpenAlex for { <https://semopenalex.org/work/W3048708207> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W3048708207 abstract "To minimize Flow Completion Time (FCT), existing flow scheduling schemes assume prior knowledge of accurate per-flow information, eg, flow sizes or deadlines, to achieve superior performance. In practice, it is hard to get accurate per-flow information, especially in multi-tenant cloud environments. Rather than such unrealistic assumption (using accurate per-flow information), this paper proposes a flow size estimation mechanism (called LFE), which uses machine learning algorithms to learn and explore the flow characteristics or patterns from historical data. LFE can estimate the flow size rapidly without accurate per-flow information. To evaluate the impact of flow size estimation on flow scheduling performance, we implement LFE in a flow-level simulator and test its performance with KMeans and PageRank workload, respectively. Compared with FLUX, the average FCT reduces 13% at 90% load. The results show that LFE has a better flow size prediction accuracy and can improve the flow scheduling performance." @default.
- W3048708207 created "2020-08-18" @default.
- W3048708207 creator A5002764339 @default.
- W3048708207 creator A5019937750 @default.
- W3048708207 creator A5026803852 @default.
- W3048708207 creator A5042610567 @default.
- W3048708207 creator A5042861050 @default.
- W3048708207 creator A5051434566 @default.
- W3048708207 creator A5087767046 @default.
- W3048708207 creator A5091904163 @default.
- W3048708207 date "2020-07-01" @default.
- W3048708207 modified "2023-10-12" @default.
- W3048708207 title "Large-Scale and Rapid Flow Size Estimation for Improving Flow Scheduling" @default.
- W3048708207 cites W1894414046 @default.
- W3048708207 cites W1999195717 @default.
- W3048708207 cites W2010973140 @default.
- W3048708207 cites W2037537012 @default.
- W3048708207 cites W2040396273 @default.
- W3048708207 cites W2083656653 @default.
- W3048708207 cites W2089468765 @default.
- W3048708207 cites W2097926925 @default.
- W3048708207 cites W2102549685 @default.
- W3048708207 cites W2112185211 @default.
- W3048708207 cites W2123649031 @default.
- W3048708207 cites W2144994235 @default.
- W3048708207 cites W2164740236 @default.
- W3048708207 cites W2505830093 @default.
- W3048708207 cites W2567615407 @default.
- W3048708207 cites W2912126994 @default.
- W3048708207 cites W2952435244 @default.
- W3048708207 cites W3105875719 @default.
- W3048708207 cites W4232284301 @default.
- W3048708207 cites W4240592325 @default.
- W3048708207 cites W4299823361 @default.
- W3048708207 doi "https://doi.org/10.1109/infocomwkshps50562.2020.9163019" @default.
- W3048708207 hasPublicationYear "2020" @default.
- W3048708207 type Work @default.
- W3048708207 sameAs 3048708207 @default.
- W3048708207 citedByCount "5" @default.
- W3048708207 countsByYear W30487082072021 @default.
- W3048708207 countsByYear W30487082072022 @default.
- W3048708207 countsByYear W30487082072023 @default.
- W3048708207 crossrefType "proceedings-article" @default.
- W3048708207 hasAuthorship W3048708207A5002764339 @default.
- W3048708207 hasAuthorship W3048708207A5019937750 @default.
- W3048708207 hasAuthorship W3048708207A5026803852 @default.
- W3048708207 hasAuthorship W3048708207A5042610567 @default.
- W3048708207 hasAuthorship W3048708207A5042861050 @default.
- W3048708207 hasAuthorship W3048708207A5051434566 @default.
- W3048708207 hasAuthorship W3048708207A5087767046 @default.
- W3048708207 hasAuthorship W3048708207A5091904163 @default.
- W3048708207 hasConcept C111919701 @default.
- W3048708207 hasConcept C126255220 @default.
- W3048708207 hasConcept C158336966 @default.
- W3048708207 hasConcept C206729178 @default.
- W3048708207 hasConcept C2524010 @default.
- W3048708207 hasConcept C2778476105 @default.
- W3048708207 hasConcept C2779172887 @default.
- W3048708207 hasConcept C33923547 @default.
- W3048708207 hasConcept C38349280 @default.
- W3048708207 hasConcept C41008148 @default.
- W3048708207 hasConcept C55416958 @default.
- W3048708207 hasConcept C68387754 @default.
- W3048708207 hasConcept C79403827 @default.
- W3048708207 hasConcept C80444323 @default.
- W3048708207 hasConceptScore W3048708207C111919701 @default.
- W3048708207 hasConceptScore W3048708207C126255220 @default.
- W3048708207 hasConceptScore W3048708207C158336966 @default.
- W3048708207 hasConceptScore W3048708207C206729178 @default.
- W3048708207 hasConceptScore W3048708207C2524010 @default.
- W3048708207 hasConceptScore W3048708207C2778476105 @default.
- W3048708207 hasConceptScore W3048708207C2779172887 @default.
- W3048708207 hasConceptScore W3048708207C33923547 @default.
- W3048708207 hasConceptScore W3048708207C38349280 @default.
- W3048708207 hasConceptScore W3048708207C41008148 @default.
- W3048708207 hasConceptScore W3048708207C55416958 @default.
- W3048708207 hasConceptScore W3048708207C68387754 @default.
- W3048708207 hasConceptScore W3048708207C79403827 @default.
- W3048708207 hasConceptScore W3048708207C80444323 @default.
- W3048708207 hasLocation W30487082071 @default.
- W3048708207 hasOpenAccess W3048708207 @default.
- W3048708207 hasPrimaryLocation W30487082071 @default.
- W3048708207 hasRelatedWork W1544909909 @default.
- W3048708207 hasRelatedWork W1562405179 @default.
- W3048708207 hasRelatedWork W2001641889 @default.
- W3048708207 hasRelatedWork W2002053721 @default.
- W3048708207 hasRelatedWork W2106626222 @default.
- W3048708207 hasRelatedWork W2125493559 @default.
- W3048708207 hasRelatedWork W2384410913 @default.
- W3048708207 hasRelatedWork W2734465103 @default.
- W3048708207 hasRelatedWork W2980866815 @default.
- W3048708207 hasRelatedWork W986318368 @default.
- W3048708207 isParatext "false" @default.
- W3048708207 isRetracted "false" @default.
- W3048708207 magId "3048708207" @default.
- W3048708207 workType "article" @default.