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Information Systems and Applications, incl. Internet/Web, and HCI

Machine Learning for Networking

First International Conference, MLN 2018, Paris, France, November 27–29, 2018, Revised Selected Papers

Editors: Renault, Éric, Mühlethaler, Paul, Boumerdassi, Selma (Eds.)

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eBook 55,92 €
price for Spain (gross)
  • ISBN 978-3-030-19945-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 68,63 €
price for Spain (gross)
  • ISBN 978-3-030-19944-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book constitutes the thoroughly refereed proceedings of the First International Conference on Machine Learning for Networking, MLN 2018, held in Paris, France, in November 2018.

The 22 revised full papers included in the volume were carefully reviewed and selected from 48 submissions. They present new trends in the following topics: Deep and reinforcement learning; Pattern recognition and classification for networks; Machine learning for network slicing optimization, 5G system, user behavior prediction, multimedia, IoT, security and protection; Optimization and new innovative machine learning methods; Performance analysis of machine learning algorithms; Experimental evaluations of machine learning; Data mining in heterogeneous networks; Distributed and decentralized machine learning algorithms; Intelligent cloud-support communications, resource allocation, energy-aware/green communications, software defined networks, cooperative networks, positioning and navigation systems, wireless communications, wireless sensor networks, underwater sensor networks.

Table of contents (27 chapters)

Table of contents (27 chapters)
  • Learning Concave-Convex Profiles of Data Transport over Dedicated Connections

    Pages 1-22

    Rao, Nageswara S. V. (et al.)

  • Towards Analysing Cooperative Intelligent Transport System Security Data

    Pages 23-32

    Leblanc, Brice (et al.)

  • Towards a Statistical Approach for User Classification in Twitter

    Pages 33-43

    Daouadi, Kheir Eddine (et al.)

  • RILNET: A Reinforcement Learning Based Load Balancing Approach for Datacenter Networks

    Pages 44-55

    Lin, Qinliang (et al.)

  • Building a Wide-Area File Transfer Performance Predictor: An Empirical Study

    Pages 56-78

    Liu, Zhengchun (et al.)

Buy this book

eBook 55,92 €
price for Spain (gross)
  • ISBN 978-3-030-19945-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 68,63 €
price for Spain (gross)
  • ISBN 978-3-030-19944-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Machine Learning for Networking
Book Subtitle
First International Conference, MLN 2018, Paris, France, November 27–29, 2018, Revised Selected Papers
Editors
  • Éric Renault
  • Paul Mühlethaler
  • Selma Boumerdassi
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
11407
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-19945-6
DOI
10.1007/978-3-030-19945-6
Softcover ISBN
978-3-030-19944-9
Edition Number
1
Number of Pages
XIII, 388
Number of Illustrations
52 b/w illustrations, 156 illustrations in colour
Topics