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Zhiwei Qin (Tony): Reinforcement Learning in the Ridesharing Marketplace, Buch

Zhiwei Qin (Tony), Xiaocheng Tang, Jieping Ye, Hongtu Zhu
Reinforcement Learning in the Ridesharing Marketplace

Synthesis Lectures on Learning, Networks, and Algorithms

This book provides a comprehensive overview of reinforcement learning for ridesharing applications. The authors first lay out the fundamentals of the ridesharing system architectures and review the basics…

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EUR 42,66*
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James Hughes: AI Versus Epidemics, Buch

James Hughes, Sheridan Houghten, Michael Dubé, Matthew Stoodley
AI Versus Epidemics

Synthesis Lectures on Learning, Networks, and Algorithms

This book presents algorithms and tools that are designed to model and extract information from personal contact networks, which represent which individuals in a population are physically in contact with …

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EUR 42,66*
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Jeffrey G. Andrews: An Introduction to Cellular Network Analysis Using Stochastic Geometry, Buch

Jeffrey G. Andrews, Harpreet S. Dhillon, Ahmad Alammouri, Abhishek K. Gupta
An Introduction to Cellular Network Analysis Using Stochastic Geometry

Synthesis Lectures on Learning, Networks, and Algorithms

This book provides an accessible yet rigorous first reference for readers interested in learning how to model and analyze cellular network performance using stochastic geometry. In addition to the canonic…

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EUR 42,66*
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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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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…

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EUR 106,66*
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Sid Chi-Kin Chau: Online Capacity Provisioning for Energy-Efficient Datacenters, Buch

Sid Chi-Kin Chau, Minghua Chen
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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