Machine Learning for Networking

Machine Learning for Networking

Author: Éric Renault

Publisher: Springer Nature

ISBN: 9783030708665

Category: Computers

Page: 375

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This book constitutes the thoroughly refereed proceedings of the Second International Conference on Machine Learning for Networking, MLN 2019, held in Paris, France, in December 2019. The 26 revised full papers included in the volume were carefully reviewed and selected from 75 submissions. They present and discuss new trends in 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, ressource allocation, energy-aware communications, software de ned networks, cooperative networks, positioning and navigation systems, wireless communications, wireless sensor networks, underwater sensor networks.
Machine Learning for Networking
Language: en
Pages: 486
Authors: Selma Boumerdassi, Éric Renault, Paul Mühlethaler
Categories: Computers
Type: BOOK - Published: 2020-04-19 - Publisher: Springer Nature

This book constitutes the thoroughly refereed proceedings of the Second International Conference on Machine Learning for Networking, MLN 2019, held in Paris, France, in December 2019. The 26 revised full papers included in the volume were carefully reviewed and selected from 75 submissions. They present and discuss new trends in
Machine Learning for Networking
Language: en
Pages: 375
Authors: Éric Renault, Selma Boumerdassi, Paul Mühlethaler
Categories: Computers
Type: BOOK - Published: 2021-03-02 - Publisher: Springer Nature

This book constitutes the thoroughly refereed proceedings of the Second International Conference on Machine Learning for Networking, MLN 2019, held in Paris, France, in December 2019. The 26 revised full papers included in the volume were carefully reviewed and selected from 75 submissions. They present and discuss new trends in
AI and Machine Learning for Network and Security Management
Language: en
Pages: 308
Authors: Jingguo Ge, Tong Li, Yulei Wu
Categories: Computers
Type: BOOK - Published: 2022-10-28 - Publisher: John Wiley & Sons

AI AND MACHINE LEARNING FOR NETWORK AND SECURITY MANAGEMENT Extensive Resource for Understanding Key Tasks of Network and Security Management AI and Machine Learning for Network and Security Management covers a range of key topics of network automation for network and security management, including resource allocation and scheduling, network planning
Machine Learning for Networking
Language: en
Pages: 161
Authors: Éric Renault, Selma Boumerdassi, Paul Mühlethaler
Categories: Computers
Type: BOOK - Published: 2022-03-22 - Publisher: Springer Nature

This book constitutes the thoroughly refereed proceedings of the 4th International Conference on Machine Learning for Networking, MLN 2021, held in Paris, France, in December 2021. The 10 revised full papers included in the volume were carefully reviewed and selected from 30 submissions. They present and discuss new trends in
Machine Learning for Networking
Language: en
Pages: 388
Authors: Éric Renault, Paul Mühlethaler, Selma Boumerdassi
Categories: Computers
Type: BOOK - Published: 2019-05-10 - Publisher: Springer

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