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Document type:
Buchbeitrag 
Author(s):
Blenk, Andreas; Krämer, Patrick; Zerwas, Johannes; Schmid, Stefan 
Title:
Designing Algorithms for Data-Driven Network Management and Control: State-of-the-Art and Challenges 
Chapter contribution:
Abstract:
At the heart of many computer network management and control tasks often lie complex optimization problems. Research over the last decades has been in pursuit for ever more accurate and faster algorithms solving such problems. More recently, we have also witnessed a significant interest in applying machine learning and artificial intelligence to tackle problems, e.g. related to routing, functions placement, or network design. In this book chapter, we review an approach that is motivated by the o...    »
 
Keywords:
machine learning, artificial intelligence, communication networks, algorithms 
Book title:
Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning 
Publisher:
John Wiley & Sons, Ltd 
Year:
2021 
Print-ISBN:
9781119675501 
E-ISBN:
9781119675525