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Networking and Computation [electronic resource] : Technology, Modeling and Performance / by Thomas G. Robertazzi, Li Shi.

By: Robertazzi, Thomas G [author.].
Contributor(s): Shi, Li [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookPublisher: Cham : Springer International Publishing : Imprint: Springer, 2020Edition: 2nd ed. 2020.Description: XIII, 212 p. 152 illus., 37 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030367046.Subject(s): Telecommunication | Computer networks  | Mathematics | Electronic digital computers—Evaluation | Communications Engineering, Networks | Computer Communication Networks | Applications of Mathematics | System Performance and EvaluationAdditional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleDDC classification: 621.382 Online resources: Click here to access online
Contents:
Introduction -- A Tour through Networking and Computing -- Fundamental Stochastic Models -- Queueing Models -- Fundamental Deterministic Algorithms -- Divisible Load Modeling for Grids -- Amdahl’s and Related Laws -- Machine Learning for Networking -- Conclusion.
In: Springer Nature eBookSummary: This revised textbook, intended for use in undergraduate/graduate courses on computer networking, computer systems/architecture and performance evaluation, presents a host of new and revised content and ancillaries. This text presents a balanced approach between technology and mathematical modeling. It covers networking algorithms (routing, error codes, protocol verification, line codes, network coding and quantum encryption) and analysis (probability for networking with technological examples, queueing models, divisible load scheduling theory and Amdahl’s Law). There is also a tutorial chapter providing insights into machine learning for networking, the cutting edge of networking technology. This self-contained text progresses systematically and gives students numerous examples at the end of each chapter. Students in electrical engineering, computer engineering and computer science departments will benefit from this book as will engineers and computer scientists working in relevant fields. Maintains a balanced approach between technology and mathematical modeling Features new and revised content covering the latest advances in the field since the original publication Includes a host of classroom material for students and instructors.
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Introduction -- A Tour through Networking and Computing -- Fundamental Stochastic Models -- Queueing Models -- Fundamental Deterministic Algorithms -- Divisible Load Modeling for Grids -- Amdahl’s and Related Laws -- Machine Learning for Networking -- Conclusion.

This revised textbook, intended for use in undergraduate/graduate courses on computer networking, computer systems/architecture and performance evaluation, presents a host of new and revised content and ancillaries. This text presents a balanced approach between technology and mathematical modeling. It covers networking algorithms (routing, error codes, protocol verification, line codes, network coding and quantum encryption) and analysis (probability for networking with technological examples, queueing models, divisible load scheduling theory and Amdahl’s Law). There is also a tutorial chapter providing insights into machine learning for networking, the cutting edge of networking technology. This self-contained text progresses systematically and gives students numerous examples at the end of each chapter. Students in electrical engineering, computer engineering and computer science departments will benefit from this book as will engineers and computer scientists working in relevant fields. Maintains a balanced approach between technology and mathematical modeling Features new and revised content covering the latest advances in the field since the original publication Includes a host of classroom material for students and instructors.

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