Matches in SemOpenAlex for { <https://semopenalex.org/work/W2817612004> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2817612004 endingPage "559" @default.
- W2817612004 startingPage "550" @default.
- W2817612004 abstract "In this paper, for the problem of long task scheduling time and unbalanced system load in the task scheduling of cloud workflow. To minimize the task scheduling time and optimize load balancing as the scheduling goal, a Markov decision process model conforming to the cloud workflow environment is established. Based on this, a multi-objective optimization cloud workflow scheduling algorithm based on reinforcement learning is proposed. The algorithm combines Q_Learning features, adding a function with a weighted fitness value function in the Q_Learning reward function so that it can apply multi-objective optimization. The set of scheduling schemes is a Pareto optimal solution set, which can select the optimal scheduling scheme according to the user’s preference. Compared with other methods, this algorithm can reduce the execution time and optimize the system load. And this paper uses the real cloud workflow data to carry out the simulation experiment, and carries on the experiment through the simulation platform WorkflowSim. The result proves the effectiveness of this algorithm." @default.
- W2817612004 created "2018-07-19" @default.
- W2817612004 creator A5008755085 @default.
- W2817612004 creator A5035639474 @default.
- W2817612004 creator A5036426356 @default.
- W2817612004 creator A5055470301 @default.
- W2817612004 creator A5062556289 @default.
- W2817612004 date "2018-01-01" @default.
- W2817612004 modified "2023-09-22" @default.
- W2817612004 title "A Multi-object Optimization Cloud Workflow Scheduling Algorithm Based on Reinforcement Learning" @default.
- W2817612004 cites W1986421100 @default.
- W2817612004 cites W2019356799 @default.
- W2817612004 cites W2050313789 @default.
- W2817612004 cites W2149294210 @default.
- W2817612004 cites W2150273829 @default.
- W2817612004 cites W2484251499 @default.
- W2817612004 doi "https://doi.org/10.1007/978-3-319-95933-7_64" @default.
- W2817612004 hasPublicationYear "2018" @default.
- W2817612004 type Work @default.
- W2817612004 sameAs 2817612004 @default.
- W2817612004 citedByCount "7" @default.
- W2817612004 countsByYear W28176120042019 @default.
- W2817612004 countsByYear W28176120042020 @default.
- W2817612004 countsByYear W28176120042022 @default.
- W2817612004 countsByYear W28176120042023 @default.
- W2817612004 crossrefType "book-chapter" @default.
- W2817612004 hasAuthorship W2817612004A5008755085 @default.
- W2817612004 hasAuthorship W2817612004A5035639474 @default.
- W2817612004 hasAuthorship W2817612004A5036426356 @default.
- W2817612004 hasAuthorship W2817612004A5055470301 @default.
- W2817612004 hasAuthorship W2817612004A5062556289 @default.
- W2817612004 hasConcept C105795698 @default.
- W2817612004 hasConcept C106189395 @default.
- W2817612004 hasConcept C107568181 @default.
- W2817612004 hasConcept C111919701 @default.
- W2817612004 hasConcept C119857082 @default.
- W2817612004 hasConcept C119948110 @default.
- W2817612004 hasConcept C120314980 @default.
- W2817612004 hasConcept C126255220 @default.
- W2817612004 hasConcept C127456818 @default.
- W2817612004 hasConcept C154945302 @default.
- W2817612004 hasConcept C159886148 @default.
- W2817612004 hasConcept C176066374 @default.
- W2817612004 hasConcept C177212765 @default.
- W2817612004 hasConcept C206729178 @default.
- W2817612004 hasConcept C31689143 @default.
- W2817612004 hasConcept C33923547 @default.
- W2817612004 hasConcept C41008148 @default.
- W2817612004 hasConcept C55416958 @default.
- W2817612004 hasConcept C68387754 @default.
- W2817612004 hasConcept C77088390 @default.
- W2817612004 hasConcept C79974875 @default.
- W2817612004 hasConcept C8880873 @default.
- W2817612004 hasConcept C97541855 @default.
- W2817612004 hasConceptScore W2817612004C105795698 @default.
- W2817612004 hasConceptScore W2817612004C106189395 @default.
- W2817612004 hasConceptScore W2817612004C107568181 @default.
- W2817612004 hasConceptScore W2817612004C111919701 @default.
- W2817612004 hasConceptScore W2817612004C119857082 @default.
- W2817612004 hasConceptScore W2817612004C119948110 @default.
- W2817612004 hasConceptScore W2817612004C120314980 @default.
- W2817612004 hasConceptScore W2817612004C126255220 @default.
- W2817612004 hasConceptScore W2817612004C127456818 @default.
- W2817612004 hasConceptScore W2817612004C154945302 @default.
- W2817612004 hasConceptScore W2817612004C159886148 @default.
- W2817612004 hasConceptScore W2817612004C176066374 @default.
- W2817612004 hasConceptScore W2817612004C177212765 @default.
- W2817612004 hasConceptScore W2817612004C206729178 @default.
- W2817612004 hasConceptScore W2817612004C31689143 @default.
- W2817612004 hasConceptScore W2817612004C33923547 @default.
- W2817612004 hasConceptScore W2817612004C41008148 @default.
- W2817612004 hasConceptScore W2817612004C55416958 @default.
- W2817612004 hasConceptScore W2817612004C68387754 @default.
- W2817612004 hasConceptScore W2817612004C77088390 @default.
- W2817612004 hasConceptScore W2817612004C79974875 @default.
- W2817612004 hasConceptScore W2817612004C8880873 @default.
- W2817612004 hasConceptScore W2817612004C97541855 @default.
- W2817612004 hasLocation W28176120041 @default.
- W2817612004 hasOpenAccess W2817612004 @default.
- W2817612004 hasPrimaryLocation W28176120041 @default.
- W2817612004 hasRelatedWork W1904356719 @default.
- W2817612004 hasRelatedWork W1963928426 @default.
- W2817612004 hasRelatedWork W1976129816 @default.
- W2817612004 hasRelatedWork W2091980923 @default.
- W2817612004 hasRelatedWork W2096052440 @default.
- W2817612004 hasRelatedWork W2156285842 @default.
- W2817612004 hasRelatedWork W2341020305 @default.
- W2817612004 hasRelatedWork W2498162905 @default.
- W2817612004 hasRelatedWork W3008061049 @default.
- W2817612004 hasRelatedWork W3195954751 @default.
- W2817612004 isParatext "false" @default.
- W2817612004 isRetracted "false" @default.
- W2817612004 magId "2817612004" @default.
- W2817612004 workType "book-chapter" @default.