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Viser: Resource Allocation in Network Function Virtualization - Problems, Models and Algorithms

Resource Allocation in Network Function Virtualization - Problems, Models and Algorithms

Resource Allocation in Network Function Virtualization

Problems, Models and Algorithms
Song Yang, Nan He, Fan Li og Xiaoming Fu
(2022)
Sprog: Engelsk
Springer
1.462,00 kr.
Print on demand. Leveringstid vil være ca 2-3 uger.
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Detaljer om varen

  • Hardback
  • Udgiver: Springer (August 2022)
  • Forfattere: Song Yang, Nan He, Fan Li og Xiaoming Fu
  • ISBN: 9789811948145

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 comprehensive understanding 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.



1. An Introduction to NFV
1.
1 NFV Framework and Working Principle
1.
2 Benefits of NFV
1.
3 NFV Market Drivers
1.
4 Book Structure
2. Resource Allocation Problems Formulation and Analysis in NFV
2.
1 Generalized Resource Allocation Problems Definition
2.
2 Examples
2.
3 Problem Goals
2.
4 Problem Formulation and Analysis
2.
5 Mainly Adopted Approaches
3. Delay-Aware and Availability-Aware VNF placement and routing
3.
1 Related Work
3.
2 Delay Calculation for a flow in a service function chaining
3. 3VNF Placement Avaliability Calculation
3.
4 Exact formulation and Heuristic algorithm
3.
5 Simulation Results
3.
6 Conclusion
4. VNF placement and routing in edge clouds
4.
1 Related Work
4.
2 Network Delay Model
4.
3 Approximation Algorithm
4.
4 Simulations
4.
5 Conclusion
5. Traffic Routing in Stochastic NFV Networks
5.
1 Related Work
5.
2 Stochastic Link Weight
5.
3 Multi-Constrained Traffic Routing Heuristic
5.
4 Simulations
5.
5 Conclusion
6. Online Virtual Network Function Control Across Geo-Distributed Datacenters
6.
1 Related Work
6.
2 System Model and Problem Formulation
6.
3 Online SFC Control Framework
6.
4 Simulations
6.
5 Conclusion
7. Deep Reinforcement Learning for NFV
7.
1 Model and Problem Formulation
7.
2 Deep Reinforcement Learning-based Algorithm
7.
3 Simulations
7.
4 Conclusion
8. Future Work and Summarization
8.
1 Summarization of the book
8.
2 Future Work
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