Synthesis Lectures on Learning, Networks, and Algorithms

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Richard T. B. Ma: Internet Transport Economics, Buch

Richard T. B. Ma
Internet Transport Economics

Synthesis Lectures on Learning, Networks, and Algorithms

This book presents Internet transport economics as a new approach to understanding the packet-switching paradigm of Internet infrastructure as a global transport system for data packets. It is a prescient…

lieferbar innerhalb 2-3 Wochen
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EUR 106,66*
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Longbo Huang: Learning for Decision and Control in Stochastic Networks, Buch

Longbo Huang
Learning for Decision and Control in Stochastic Networks

Synthesis Lectures on Learning, Networks, and Algorithms

This book introduces the Learning-Augmented Network Optimization (LANO) paradigm, which interconnects network optimization with the emerging AI theory and algorithms and has been receiving a growing atten…

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EUR 53,32*
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Sid Chi-Kin Chau: Online Capacity Provisioning for Energy-Efficient Datacenters, Buch

Sid Chi-Kin Chau
Online Capacity Provisioning for Energy-Efficient Datacenters

Synthesis Lectures on Learning, Networks, and Algorithms

This book addresses the urgent issue of massive and inefficient energy consumption by data centers, which have become the largest co-located computing systems in the world and process trillions of megabyt…

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EUR 53,32*
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Gauri Joshi: Optimization Algorithms for Distributed Machine Learning, Buch

Gauri Joshi
Optimization Algorithms for Distributed Machine Learning

Synthesis Lectures on Learning, Networks, and Algorithms

This book discusses state-of-the-art stochastic optimization algorithms for distributed machine learning and analyzes their convergence speed. The book first introduces stochastic gradient descent (SGD) a…

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EUR 42,66*
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