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Multi-armed bandit problems pertain to optimal sequential decision making and learning in unknown environments. Since the first bandit problem posed b...Savoir plus
The last decade has seen an unprecedented growth in the demand for wireless services. These services are fueled by applications that often require not...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 text presents a modern theory of analysis, control, and optimization for dynamic networks. Mathematical techniques of Lyapunov drift and Lyapunov...Savoir plus
Traditional network optimization focuses on a single control objective in a network populated by obedient users and limited dispersion of information....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
Multi-armed bandit problems pertain to optimal sequential decision making and learning in unknown environments. Since the first bandit problem posed b...Savoir plus
A detailed introduction to the design, implementation, and use of network simulation tools is presented. The requirements and issues faced in the desi...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
Today's wireless communications and networking practices are tightly coupled with economic considerations, to the extent that it is almost impossible ...Savoir plus
Diffusion processes in large networks have been used to model many real-world phenomena, including how rumors spread on the Internet, epidemics among ...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
The congestion control mechanism has been responsible for maintaining stability as the Internet scaled up by many orders of magnitude in size, speed, ...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
The concept of physical-layer network coding (PNC) was proposed in 2006 for application in wireless networks. Since then it has developed into a subfi...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 results from many years of teaching an upper division course on communication networks in the EECS department at the University of Californi...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
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
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
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
Diffusion processes in large networks have been used to model many real-world phenomena, including how rumors spread on the Internet, epidemics among ...Savoir plus