FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380078935> ?p ?o ?g. }

• W4380078935 endingPage "2614" @default.
• W4380078935 startingPage "2614" @default.
• W4380078935 abstract "Nowadays, many computation tasks are carried out using cloud computing services and virtualization technology. The intensive resource requirements of virtual machines have led to the adoption of a lighter solution based on containers. Containers isolate packaged applications and their dependencies, and they can also operate as part of distributed applications. Containers can be distributed over a cluster of computers with available resources, such as the CPU, memory, and communication bandwidth. Any container distribution mechanism should consider resource availability and their impact on overall performance. This work suggests a new approach to assigning containers to servers in the cloud, while meeting computing and communication resource requirements and minimizing the overall task completion time. We introduce a multi-agent environment using a deep reinforcement learning-based decision mechanism. The high action space complexity is tackled by decentralizing the allocation decisions among multiple agents. Considering the interactions among the agents, we introduce a new cooperative mechanism for a state and reward design, resulting in efficient container assignments. The performances of both long short term memory (LSTM) and memory augmented-based agents are examined, for solving the challenging container assignment problem. Experimental results demonstrated an improvement of up to 28% in the execution runtime compared to existing bin-packing heuristics and the common Kubernetes industrial tool." @default.
• W4380078935 created "2023-06-10" @default.
• W4380078935 creator A5016591905 @default.
• W4380078935 creator A5072766500 @default.
• W4380078935 creator A5092127564 @default.
• W4380078935 date "2023-06-09" @default.
• W4380078935 modified "2023-09-29" @default.
• W4380078935 title "Container Allocation in Cloud Environment Using Multi-Agent Deep Reinforcement Learning" @default.
• W4380078935 cites W1569469665 @default.
• W4380078935 cites W1980358463 @default.
• W4380078935 cites W2032728524 @default.
• W4380078935 cites W2099618002 @default.
• W4380078935 cites W2334049179 @default.
• W4380078935 cites W2342704304 @default.
• W4380078935 cites W2465015132 @default.
• W4380078935 cites W2530887700 @default.
• W4380078935 cites W2565099069 @default.
• W4380078935 cites W2586351470 @default.
• W4380078935 cites W2597068831 @default.
• W4380078935 cites W2617547828 @default.
• W4380078935 cites W2765111838 @default.
• W4380078935 cites W2890276825 @default.
• W4380078935 cites W2947744925 @default.
• W4380078935 cites W2963330479 @default.
• W4380078935 cites W2970125901 @default.
• W4380078935 cites W3021193956 @default.
• W4380078935 cites W3024450730 @default.
• W4380078935 cites W3082598040 @default.
• W4380078935 cites W3100789280 @default.
• W4380078935 cites W3102812201 @default.
• W4380078935 cites W4213113494 @default.
• W4380078935 cites W4226116688 @default.
• W4380078935 cites W4319878926 @default.
• W4380078935 cites W4366333679 @default.
• W4380078935 doi "https://doi.org/10.3390/electronics12122614" @default.
• W4380078935 hasPublicationYear "2023" @default.
• W4380078935 type Work @default.
• W4380078935 citedByCount "2" @default.
• W4380078935 countsByYear W43800789352023 @default.
• W4380078935 crossrefType "journal-article" @default.
• W4380078935 hasAuthorship W4380078935A5016591905 @default.
• W4380078935 hasAuthorship W4380078935A5072766500 @default.
• W4380078935 hasAuthorship W4380078935A5092127564 @default.
• W4380078935 hasBestOaLocation W43800789351 @default.
• W4380078935 hasConcept C111919701 @default.
• W4380078935 hasConcept C11413529 @default.
• W4380078935 hasConcept C120314980 @default.
• W4380078935 hasConcept C127413603 @default.
• W4380078935 hasConcept C127705205 @default.
• W4380078935 hasConcept C154945302 @default.
• W4380078935 hasConcept C156273044 @default.
• W4380078935 hasConcept C206729178 @default.
• W4380078935 hasConcept C21547014 @default.
• W4380078935 hasConcept C25344961 @default.
• W4380078935 hasConcept C2781018962 @default.
• W4380078935 hasConcept C31258907 @default.
• W4380078935 hasConcept C41008148 @default.
• W4380078935 hasConcept C513985346 @default.
• W4380078935 hasConcept C78519656 @default.
• W4380078935 hasConcept C79974875 @default.
• W4380078935 hasConcept C87219788 @default.
• W4380078935 hasConcept C93996380 @default.
• W4380078935 hasConcept C97541855 @default.
• W4380078935 hasConceptScore W4380078935C111919701 @default.
• W4380078935 hasConceptScore W4380078935C11413529 @default.
• W4380078935 hasConceptScore W4380078935C120314980 @default.
• W4380078935 hasConceptScore W4380078935C127413603 @default.
• W4380078935 hasConceptScore W4380078935C127705205 @default.
• W4380078935 hasConceptScore W4380078935C154945302 @default.
• W4380078935 hasConceptScore W4380078935C156273044 @default.
• W4380078935 hasConceptScore W4380078935C206729178 @default.
• W4380078935 hasConceptScore W4380078935C21547014 @default.
• W4380078935 hasConceptScore W4380078935C25344961 @default.
• W4380078935 hasConceptScore W4380078935C2781018962 @default.
• W4380078935 hasConceptScore W4380078935C31258907 @default.
• W4380078935 hasConceptScore W4380078935C41008148 @default.
• W4380078935 hasConceptScore W4380078935C513985346 @default.
• W4380078935 hasConceptScore W4380078935C78519656 @default.
• W4380078935 hasConceptScore W4380078935C79974875 @default.
• W4380078935 hasConceptScore W4380078935C87219788 @default.
• W4380078935 hasConceptScore W4380078935C93996380 @default.
• W4380078935 hasConceptScore W4380078935C97541855 @default.
• W4380078935 hasIssue "12" @default.
• W4380078935 hasLocation W43800789351 @default.
• W4380078935 hasOpenAccess W4380078935 @default.
• W4380078935 hasPrimaryLocation W43800789351 @default.
• W4380078935 hasRelatedWork W2001641920 @default.
• W4380078935 hasRelatedWork W2046724786 @default.
• W4380078935 hasRelatedWork W2070754358 @default.
• W4380078935 hasRelatedWork W2126568761 @default.
• W4380078935 hasRelatedWork W2182227208 @default.
• W4380078935 hasRelatedWork W2523336103 @default.
• W4380078935 hasRelatedWork W3046505149 @default.
• W4380078935 hasRelatedWork W3114501693 @default.
• W4380078935 hasRelatedWork W3168304977 @default.
• W4380078935 hasRelatedWork W4301397976 @default.
• W4380078935 hasVolume "12" @default.
• W4380078935 isParatext "false" @default.

• next