LEADER 04208nam 22007095 450 001 9910627256403321 005 20251107152010.0 010 $a981-19-4815-1 024 7 $a10.1007/978-981-19-4815-2 035 $a(MiAaPQ)EBC7078294 035 $a(Au-PeEL)EBL7078294 035 $a(CKB)24761928600041 035 $a(PPN)264197585 035 $a(OCoLC)1344541026 035 $a(DE-He213)978-981-19-4815-2 035 $a(EXLCZ)9924761928600041 100 $a20220829d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aResource Allocation in Network Function Virtualization $eProblems, Models and Algorithms /$fby Song Yang, Nan He, Fan Li, Xiaoming Fu 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (143 pages) 225 1 $aEngineering Series 311 08$aPrint version: Yang, Song Resource Allocation in Network Function Virtualization Singapore : Springer,c2022 9789811948145 327 $aChapter 1 An Introduction to NFV -- Chapter 2 Resource Allocation Problems Formulation and Analysis in NFV -- Chapter 3 Delay-Aware and Availability-Aware VNF placement and routing -- Chapter 4 VNF placement and routing in edge clouds -- Chapter 5 Traffic Routing in Stochastic NFV Networks -- Chapter 6 Online Virtual Network Function Control Across Geo-Distributed Datacenters -- Chapter 7 Deep Reinforcement Learning for NFV -- Chapter 8 Future Work and Summarization. 330 $aNetwork Function Virtualization (NFV) has recently attracted considerable attention from both research and industrial communities. Numerous papers have been published regarding solving the resource- allocation problems in NFV, from various perspectives, considering different constraints, and adopting a range of techniques. However, it is difficult to get a clear impression of how to understand and classify different kinds of resource allocation problems in NFV and how to design solutions to solve these problems efficiently. This book addresses these concerns by offering a comprehensive overview and explanation of different resource allocation problems in NFV and presenting efficient solutions to solve them. It covers resource allocation problems in NFV, including an introduction to NFV and QoS parameters modelling as well as related problem definition, formulation and the respective state-of-the-art algorithms. This book allows readers to gain a comprehensiveunderstanding of and deep insights into the resource allocation problems in NFV. It does so by exploring (1) the working principle and architecture of NFV, (2) how to model the Quality of Service (QoS) parameters in NFV services, (3) definition, formulation and analysis of different kinds of resource allocation problems in various NFV scenarios, (4) solutions for solving the resource allocation problem in NFV, and (5) possible future work in the respective area. 410 0$aEngineering Series 606 $aComputer networks 606 $aGraph theory 606 $aOperations research 606 $aManagement science 606 $aComputer science 606 $aAlgorithms 606 $aComputer Networks 606 $aGraph Theory 606 $aOperations Research, Management Science 606 $aTheory and Algorithms for Application Domains 606 $aDesign and Analysis of Algorithms 615 0$aComputer networks. 615 0$aGraph theory. 615 0$aOperations research. 615 0$aManagement science. 615 0$aComputer science. 615 0$aAlgorithms. 615 14$aComputer Networks. 615 24$aGraph Theory. 615 24$aOperations Research, Management Science. 615 24$aTheory and Algorithms for Application Domains. 615 24$aDesign and Analysis of Algorithms. 676 $a004.6 700 $aYang$b Song$0431009 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910627256403321 996 $aResource allocation in network function virtualization$93363989 997 $aUNINA