FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2964694872> ?p ?o ?g. }

• W2964694872 abstract "With the rapid development of Cloud Computing and Data Centers, Virtual Machine consolidation has become an important issue to achieve economic scale. In order to support such feature, a robust scheme for Virtual Machine resource demands prediction is critical. Previous prediction models such as Auto-Regressive Moving Average model lacks the ability to give an acceptable accuracy for a large prediction window and conventional machine learning based methods suffer from high complexity problem. In this work, a neuromorphic system based on cogent confabulation is built to predict the resource usages from statistics of historical records in comprehensive dimensions. The system exploits the correlations between observations in multiple dimensions and models a probability network to be finely tuned to support the prediction application. The experimental results show the cogent confabulation model based Virtual Machine resource utilization prediction gives a better accuracy than previous work and has an intrinsic advantage in dynamic prediction with a wider prediction window. Using the accurate confabulation-based VM resource prediction, the cloud resource management can improve the energy efficiency (in terms of electricity price) by up to 26.52%." @default.
• W2964694872 created "2019-08-13" @default.
• W2964694872 creator A5016070401 @default.
• W2964694872 creator A5018468480 @default.
• W2964694872 creator A5023826377 @default.
• W2964694872 creator A5025596795 @default.
• W2964694872 creator A5064803348 @default.
• W2964694872 date "2019-06-01" @default.
• W2964694872 modified "2023-09-24" @default.
• W2964694872 title "Efficient Cloud Resource Management using Neuromorphic Modeling and Prediction for Virtual Machine Resource Utilization" @default.
• W2964694872 cites W1678889691 @default.
• W2964694872 cites W1975714674 @default.
• W2964694872 cites W2016210396 @default.
• W2964694872 cites W2025852542 @default.
• W2964694872 cites W2031239257 @default.
• W2964694872 cites W2033892038 @default.
• W2964694872 cites W2044794176 @default.
• W2964694872 cites W2049287603 @default.
• W2964694872 cites W2068867834 @default.
• W2964694872 cites W2078012618 @default.
• W2964694872 cites W2125663122 @default.
• W2964694872 cites W2129532872 @default.
• W2964694872 cites W2137695118 @default.
• W2964694872 cites W2140190241 @default.
• W2964694872 cites W2147078261 @default.
• W2964694872 cites W2147738849 @default.
• W2964694872 cites W2149921893 @default.
• W2964694872 cites W2152376172 @default.
• W2964694872 cites W2170079875 @default.
• W2964694872 doi "https://doi.org/10.1109/icess.2019.8782503" @default.
• W2964694872 hasPublicationYear "2019" @default.
• W2964694872 type Work @default.
• W2964694872 sameAs 2964694872 @default.
• W2964694872 citedByCount "0" @default.
• W2964694872 crossrefType "proceedings-article" @default.
• W2964694872 hasAuthorship W2964694872A5016070401 @default.
• W2964694872 hasAuthorship W2964694872A5018468480 @default.
• W2964694872 hasAuthorship W2964694872A5023826377 @default.
• W2964694872 hasAuthorship W2964694872A5025596795 @default.
• W2964694872 hasAuthorship W2964694872A5064803348 @default.
• W2964694872 hasConcept C111919701 @default.
• W2964694872 hasConcept C119857082 @default.
• W2964694872 hasConcept C120314980 @default.
• W2964694872 hasConcept C124101348 @default.
• W2964694872 hasConcept C151927369 @default.
• W2964694872 hasConcept C154945302 @default.
• W2964694872 hasConcept C165696696 @default.
• W2964694872 hasConcept C206345919 @default.
• W2964694872 hasConcept C25344961 @default.
• W2964694872 hasConcept C2780609101 @default.
• W2964694872 hasConcept C29202148 @default.
• W2964694872 hasConcept C31258907 @default.
• W2964694872 hasConcept C38652104 @default.
• W2964694872 hasConcept C41008148 @default.
• W2964694872 hasConcept C45804977 @default.
• W2964694872 hasConcept C50644808 @default.
• W2964694872 hasConcept C79974875 @default.
• W2964694872 hasConceptScore W2964694872C111919701 @default.
• W2964694872 hasConceptScore W2964694872C119857082 @default.
• W2964694872 hasConceptScore W2964694872C120314980 @default.
• W2964694872 hasConceptScore W2964694872C124101348 @default.
• W2964694872 hasConceptScore W2964694872C151927369 @default.
• W2964694872 hasConceptScore W2964694872C154945302 @default.
• W2964694872 hasConceptScore W2964694872C165696696 @default.
• W2964694872 hasConceptScore W2964694872C206345919 @default.
• W2964694872 hasConceptScore W2964694872C25344961 @default.
• W2964694872 hasConceptScore W2964694872C2780609101 @default.
• W2964694872 hasConceptScore W2964694872C29202148 @default.
• W2964694872 hasConceptScore W2964694872C31258907 @default.
• W2964694872 hasConceptScore W2964694872C38652104 @default.
• W2964694872 hasConceptScore W2964694872C41008148 @default.
• W2964694872 hasConceptScore W2964694872C45804977 @default.
• W2964694872 hasConceptScore W2964694872C50644808 @default.
• W2964694872 hasConceptScore W2964694872C79974875 @default.
• W2964694872 hasLocation W29646948721 @default.
• W2964694872 hasOpenAccess W2964694872 @default.
• W2964694872 hasPrimaryLocation W29646948721 @default.
• W2964694872 hasRelatedWork W2502813523 @default.
• W2964694872 hasRelatedWork W2539924289 @default.
• W2964694872 hasRelatedWork W2540341580 @default.
• W2964694872 hasRelatedWork W2595960293 @default.
• W2964694872 hasRelatedWork W2596158739 @default.
• W2964694872 hasRelatedWork W2750762682 @default.
• W2964694872 hasRelatedWork W2766759358 @default.
• W2964694872 hasRelatedWork W2891656163 @default.
• W2964694872 hasRelatedWork W2907854565 @default.
• W2964694872 hasRelatedWork W2944973951 @default.
• W2964694872 hasRelatedWork W2978137756 @default.
• W2964694872 hasRelatedWork W2982024676 @default.
• W2964694872 hasRelatedWork W3028893917 @default.
• W2964694872 hasRelatedWork W3046858020 @default.
• W2964694872 hasRelatedWork W3046959460 @default.
• W2964694872 hasRelatedWork W3110729585 @default.
• W2964694872 hasRelatedWork W3160817098 @default.
• W2964694872 hasRelatedWork W3194347914 @default.
• W2964694872 hasRelatedWork W3206408938 @default.
• W2964694872 hasRelatedWork W3208043715 @default.
• W2964694872 isParatext "false" @default.
• W2964694872 isRetracted "false" @default.
• W2964694872 magId "2964694872" @default.

• next