Matches in SemOpenAlex for { <https://semopenalex.org/work/W4308691326> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W4308691326 abstract "In recent years, heterogeneous resource pools play an increasingly important role in high-performance computing. There are some challenges for the existing scheduling algorithms due to the increasing complexity of jobs submitted by users on the heterogeneous resource pools. This paper proposed a heterogeneous GPU cluster scheduling approach based on predicting job resource usage to obtain the optimal scheduling strategy, which constructs a prediction model based on the operation of the classified jobs on each heterogeneous chip. The core of the approach is to predict the computing usage characteristics of each job over a period and deploy them to appropriate nodes, when new jobs are waiting in the resource pool. The scalability and utilization of the resource pool are significantly improved, especially in the complex and heterogeneous GPU cluster environment. In addition, the approach is capable of decoupling and separating the jobs and scheduling them in parallel. Experimental results show the execution efficiency of the system is dramatically increased." @default.
- W4308691326 created "2022-11-14" @default.
- W4308691326 creator A5000096364 @default.
- W4308691326 creator A5011246942 @default.
- W4308691326 creator A5030691366 @default.
- W4308691326 creator A5086418881 @default.
- W4308691326 creator A5087460520 @default.
- W4308691326 date "2022-10-03" @default.
- W4308691326 modified "2023-10-16" @default.
- W4308691326 title "Predictive Dynamic Scheduling Approach for Heterogeneous Resource Pool" @default.
- W4308691326 cites W2055748525 @default.
- W4308691326 cites W2070940137 @default.
- W4308691326 cites W2097882016 @default.
- W4308691326 cites W2150056503 @default.
- W4308691326 cites W2151788546 @default.
- W4308691326 cites W2161190431 @default.
- W4308691326 cites W3170887803 @default.
- W4308691326 cites W4246379307 @default.
- W4308691326 doi "https://doi.org/10.1109/iaeac54830.2022.9930093" @default.
- W4308691326 hasPublicationYear "2022" @default.
- W4308691326 type Work @default.
- W4308691326 citedByCount "0" @default.
- W4308691326 crossrefType "proceedings-article" @default.
- W4308691326 hasAuthorship W4308691326A5000096364 @default.
- W4308691326 hasAuthorship W4308691326A5011246942 @default.
- W4308691326 hasAuthorship W4308691326A5030691366 @default.
- W4308691326 hasAuthorship W4308691326A5086418881 @default.
- W4308691326 hasAuthorship W4308691326A5087460520 @default.
- W4308691326 hasConcept C107568181 @default.
- W4308691326 hasConcept C111873713 @default.
- W4308691326 hasConcept C111919701 @default.
- W4308691326 hasConcept C120314980 @default.
- W4308691326 hasConcept C126255220 @default.
- W4308691326 hasConcept C127413603 @default.
- W4308691326 hasConcept C133731056 @default.
- W4308691326 hasConcept C172430144 @default.
- W4308691326 hasConcept C205606062 @default.
- W4308691326 hasConcept C206345919 @default.
- W4308691326 hasConcept C206729178 @default.
- W4308691326 hasConcept C2984822820 @default.
- W4308691326 hasConcept C31258907 @default.
- W4308691326 hasConcept C31689143 @default.
- W4308691326 hasConcept C33923547 @default.
- W4308691326 hasConcept C41008148 @default.
- W4308691326 hasConcept C48044578 @default.
- W4308691326 hasConcept C5119721 @default.
- W4308691326 hasConcept C55416958 @default.
- W4308691326 hasConcept C68387754 @default.
- W4308691326 hasConcept C77088390 @default.
- W4308691326 hasConcept C79974875 @default.
- W4308691326 hasConceptScore W4308691326C107568181 @default.
- W4308691326 hasConceptScore W4308691326C111873713 @default.
- W4308691326 hasConceptScore W4308691326C111919701 @default.
- W4308691326 hasConceptScore W4308691326C120314980 @default.
- W4308691326 hasConceptScore W4308691326C126255220 @default.
- W4308691326 hasConceptScore W4308691326C127413603 @default.
- W4308691326 hasConceptScore W4308691326C133731056 @default.
- W4308691326 hasConceptScore W4308691326C172430144 @default.
- W4308691326 hasConceptScore W4308691326C205606062 @default.
- W4308691326 hasConceptScore W4308691326C206345919 @default.
- W4308691326 hasConceptScore W4308691326C206729178 @default.
- W4308691326 hasConceptScore W4308691326C2984822820 @default.
- W4308691326 hasConceptScore W4308691326C31258907 @default.
- W4308691326 hasConceptScore W4308691326C31689143 @default.
- W4308691326 hasConceptScore W4308691326C33923547 @default.
- W4308691326 hasConceptScore W4308691326C41008148 @default.
- W4308691326 hasConceptScore W4308691326C48044578 @default.
- W4308691326 hasConceptScore W4308691326C5119721 @default.
- W4308691326 hasConceptScore W4308691326C55416958 @default.
- W4308691326 hasConceptScore W4308691326C68387754 @default.
- W4308691326 hasConceptScore W4308691326C77088390 @default.
- W4308691326 hasConceptScore W4308691326C79974875 @default.
- W4308691326 hasLocation W43086913261 @default.
- W4308691326 hasOpenAccess W4308691326 @default.
- W4308691326 hasPrimaryLocation W43086913261 @default.
- W4308691326 hasRelatedWork W1979267941 @default.
- W4308691326 hasRelatedWork W2019608744 @default.
- W4308691326 hasRelatedWork W2052334484 @default.
- W4308691326 hasRelatedWork W2109138563 @default.
- W4308691326 hasRelatedWork W2151787786 @default.
- W4308691326 hasRelatedWork W2156285842 @default.
- W4308691326 hasRelatedWork W2546696010 @default.
- W4308691326 hasRelatedWork W2611331932 @default.
- W4308691326 hasRelatedWork W2984109341 @default.
- W4308691326 hasRelatedWork W4308691326 @default.
- W4308691326 isParatext "false" @default.
- W4308691326 isRetracted "false" @default.
- W4308691326 workType "article" @default.