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Modeling and Optimization in Software-Defined Networks
Engelsk
Bogcover for Modeling and Optimization in Software-Defined Networks af T.V. Lakshman, Konstantinos Poularakis, Leandros Tassiulas, 9783031012549
Specifikationer
Sprog:
Engelsk
Sider:
160
ISBN-13:
9783031012549
Indbinding:
Paperback
Udgave:
ISBN-10:
3031012542
Udg. Dato:
1 okt 2021
Længde:
0mm
Bredde:
191mm
Højde:
235mm
Forlag:
Springer International Publishing AG
Serie:
Synthesis Lectures on Learning, Networks, and Algorithms
Oplagsdato:
1 okt 2021
Paperback
Format:

Om denne bog
This book provides a quick reference and insights into modeling and optimization of software-defined networks (SDNs). It covers various algorithms and approaches that have been developed for optimizations related to the control plane, the considerable research related to data plane optimization, and topics that have significant potential for research and advances to the state-of-the-art in SDN. Over the past ten years, network programmability has transitioned from research concepts to more mainstream technology through the advent of technologies amenable to programmability such as service chaining, virtual network functions, and programmability of the data plane. However, the rapid development in SDN technologies has been the key driver behind its evolution. The logically centralized abstraction of network states enabled by SDN facilitates programmability and use of sophisticated optimization and control algorithms for enhancing network performance, policy management, and security.Furthermore, the centralized aggregation of network telemetry facilitates use of data-driven machine learning-based methods. To fully unleash the power of this new SDN paradigm, though, various architectural design, deployment, and operations questions need to be addressed. Associated with these are various modeling, resource allocation, and optimization opportunities.The book covers these opportunities and associated challenges, which represent a ``call to arms'''' for the SDN community to develop new modeling and optimization methods that will complement or improve on the current norms.

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Specifikationer
Sprog:
Engelsk
Sider:
160
ISBN-13:
9783031012549
Indbinding:
Paperback
Udgave:
ISBN-10:
3031012542
Udg. Dato:
1 okt 2021
Længde:
0mm
Bredde:
191mm
Højde:
235mm
Forlag:
Springer International Publishing AG
Serie:
Synthesis Lectures on Learning, Networks, and Algorithms
Oplagsdato:
1 okt 2021
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