Artificial Intelligence in Optical Networks and Systems
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Beschreibung
This authoritative book, written by luminaries in the field, provides a comprehensive overview of the most recent research in the field of AI/ML applied to optical networks and systems use cases. The book then presents the most important tools and open datasets available to address the various use cases. The authors include relevant optical network architectures and technologies suitable for the development of AI applications, with focus on both inter- and intra-Data-Center scenarios. Emerging aspects of AI/ML applied to optical networks and systems, such as the role of Large Language Models, are also discussed. The book aims to provide a comprehensive overview of the application of AI/ML to typical optical networks and systems problems, as well as discuss new optical technologies and architectures that support the use of AI/ML in networked systems. Each chapter is authored by the most senior and active researchers in their respective subfields.
This authoritative book, written by luminaries in the field, provides a comprehensive overview of the most recent research in the field of AI/ML applied to optical networks and systems use cases. The book then presents the most important tools and open datasets available to address the various use cases. The authors include relevant optical network architectures and technologies suitable for the development of AI applications, with focus on both inter- and intra-Data-Center scenarios. Emerging aspects of AI/ML applied to optical networks and systems, such as the role of Large Language Models, are also discussed. The book aims to provide a comprehensive overview of the application of AI/ML to typical optical networks and systems problems, as well as discuss new optical technologies and architectures that support the use of AI/ML in networked systems. Each chapter is authored by the most senior and active researchers in their respective subfields.
Discusses research and development in the application of AI/ML to optical communication systems and networks Covers technologies such as architectures, interconnects and switching for intra- and inter-data center optical networks Written by luminaries in the field of optical communication systems and networks
Autor*in
Francesco Musumeci
Themen in »Artificial Intelligence in Optical Networks and Systems«
optical communication optical transmission optical network optical interconnect optical switching artificial intelligence machine learning digital twin failure management large language model network architecture data center network traffic engineering fiber channel modeling