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Traditional network optimization focuses on a single control objective in a network populated by obedient users and limited dispersion of information....Savoir plus
This text presents a modern theory of analysis, control, and optimization for dynamic networks. Mathematical techniques of Lyapunov drift and Lyapunov...Savoir plus
Information usually has the highest value when it is fresh. For example, real-time knowledge about the location, orientation, and speed of motor vehic...Savoir plus
This book provides an introduction to the theory and practice of cyber insurance. Insurance as an economic instrument designed for risk management thr...Savoir plus
This monograph presents a concise mathematical approach for modeling and analyzing the performance of communication networks with the aim of introduci...Savoir plus
This book provides a quick reference and insights into modeling and optimization of software-defined networks (SDNs). It covers various algorithms and...Savoir plus
With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveill...Savoir plus
This book provides a comprehensive overview of reinforcement learning for ridesharing applications. The authors first lay out the fundamentals of the ...Savoir plus
The algebraic path problem is a generalization of the shortest path problem in graphs. Various instances of this abstract problem have appeared in the...Savoir plus
With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveill...Savoir plus
Multi-armed bandit problems pertain to optimal sequential decision making and learning in unknown environments. Since the first bandit problem posed b...Savoir plus
This book discusses state-of-the-art stochastic optimization algorithms for distributed machine learning and analyzes their convergence speed. The boo...Savoir plus
Packet delay and energy consumption are important considerations in wireless and sensor networks as these metrics directly affect the quality of servi...Savoir plus
This book presents Internet transport economics as a new approach to understanding the packet-switching paradigm of Internet infrastructure as a globa...Savoir plus
With the explosive increase in the number of mobile devices and applications, it is anticipated that wireless traffic will increase exponentially in t...Savoir plus
This book provides an accessible yet rigorous first reference for readers interested in learning how to model and analyze cellular network performance...Savoir plus
This book introduces the Learning-Augmented Network Optimization (LANO) paradigm, which interconnects network optimization with the emerging AI theory...Savoir plus
Networks naturally appear in many high-impact domains, ranging from social network analysis to disease dissemination studies to infrastructure system ...Savoir plus
This book results from many years of teaching an upper division course on communication networks in the EECS department at the University of Californi...Savoir plus
This book is an introduction to Markov chain modeling with applications to communication networks. It begins with a general introduction to performanc...Savoir plus
This book provides an accessible yet rigorous first reference for readers interested in learning how to model and analyze cellular network performance...Savoir plus
In this book, we consider the problem of achieving the maximum throughput and utility in a class of networks with resource-sharing constraints. This i...Savoir plus
Resource Allocation lies at the heart of network control. In the early days of the Internet the scarcest resource was bandwidth, but as the network ha...Savoir plus
This book discusses an efficient random linear network coding scheme, called BATched Sparse code, or BATS code, which is proposed for communication th...Savoir plus