Books by Synthesis Lectures on Learning, Networks, and Algorithms
Multi-Armed Bandits: Theory and Applications to Online Learning in Networks
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Age of Information: A New Metric for Information Freshness
Yin Sun, Eytan Modiano, Rajat Talak, Igor Kadota
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Diffusion Source Localization in Large Networks
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Packets with Deadlines: A Framework for Real-Time Wireless Networks
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Energy-Efficient Scheduling under Delay Constraints for Wireless Networks
Eytan Modiano, Murtaza Zafer, Randal Berry
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BATS Codes: Theory and Practice
Shenghao Yang, Raymond W. Yeung
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Performance Modeling, Stochastic Networks, and Statistical Multiplexing, Second Edition
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Analytical Methods for Network Congestion Control
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Advances in Multi-Channel Resource Allocation: Throughput, Delay, and Complexity
Ness B. Shroff, Xiaojun Lin, Bo Ji
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A Primer on Physical-Layer Network Coding
Shengli Zhang, Lu Lu, Soung Chang Liew
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Performance Modeling of Communication Networks with Markov Chains
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Path Problems in Networks
George Theodorakopoulos, John Baras
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Poisson Line Cox Process: Foundations and Applications to Vehicular Networks
Harpreet S. Dhillon, Vishnu Vardhan Chetlur
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Embracing Risk: Cyber Insurance as an Incentive Mechanism for Cybersecurity
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Modeling and Optimization in Software-Defined Networks
Leandros Tassiulas, T. V. Lakshman, Konstantinos Poularakis
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Scheduling and Congestion Control for Wireless and Processing Networks
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Stochastic Network Optimization with Application to Communication and Queueing Systems
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An Introduction to Models of Online Peer-to-Peer Social Networking
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Online Capacity Provisioning for Energy-Efficient Datacenters
Sid Chi-Kin Chau, Minghua Chen
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Optimization Algorithms for Distributed Machine Learning
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Learning for Decision and Control in Stochastic Networks
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An Introduction to Cellular Network Analysis Using Stochastic Geometry
Ahmad Alammouri, Harpreet S. Dhillon, Jeffrey G. Andrews, Abhishek K. Gupta
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Optimization Algorithms for Distributed Machine Learning
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Reinforcement Learning in the Ridesharing Marketplace
Jieping Ye, Hongtu Zhu, Zhiwei (Tony) Qin, Qingyang Li, Xiaocheng Tang
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