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Internet Modeling with Julia: Models, Algorithms and Programs de Ulrich Hofmann

Internet Modeling with Julia: Models, Algorithms and Programs

Autor Ulrich Hofmann
en Limba Engleză Paperback – 2 iul 2024
The book combines internet modeling with the new programming language Julia. It demonstrates Julia's suitability for modeling established internet models and research-oriented topics such as car-to-infrastructure communication and black-box models for load predictions with neural networks. After studying the book and gaining inspiration for further independent analyses, the reader will be able to tackle even more complex modeling tasks in research and development using Julia.
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Specificații

ISBN-13: 9783658446918
ISBN-10: 3658446919
Pagini: 179
Ilustrații: XI, 154 p. 104 illus.
Dimensiuni: 168 x 240 mm
Greutate: 0.34 kg
Ediția:2024
Editura: Springer Fachmedien Wiesbaden
Colecția Springer
Locul publicării:Wiesbaden, Germany

Cuprins

Introduction.- Performance parameters, optimisation of resource use.- Model modules.- Load generators.- Operating modules.- Simulation of operating systems.- Simulation-based optimisation with AI.

Notă biografică

Ulrich Hofmann has over 30 years of experience in business, education and research, focusing on Internet technologies with an emphasis on Quality of Service (QoS).

Textul de pe ultima copertă

The book combines internet modeling with the new programming language Julia. It demonstrates Julia's suitability for implementing established internet models and research-oriented topics such as car-to-infrastructure communication and black-box models for load predictions with neural networks. After studying the book and gaining inspiration for further independent analyses, the reader will be able to tackle even more complex modeling tasks in research and development using Julia.

The contents
  • Introduction
  • Performance parameters, optimization, use of resources
  • Model modules
  • Load generators
  • Queuing modules
  • Simulation of queuing systems
  • Simulation-based optimisation with AI
The target groups
  • Teachers and students (Master, PhD)
  • Employees of research institutions
  • Network managers

The Author
Ulrich Hofmann has over 30 years of experience in business, education and research, focusing on Internet technologies with an emphasis on Quality of Service (QoS).

The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.


This book is a translation of an original German edition. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation.

Caracteristici

New Programming Language Julia (Designed by MIT for AI Applications) AI Methods for Resource Optimisation in IP Networks Utilizing Open Source instead of, for example, MATLAB