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Synthesis Lectures on Learning...Resource Allocation lies at the heart of network control. In the early days of... 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 has evolved to become an essential utility in the lives of billions the nature of the resource... more
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Synthesis Lectures on Learning...The last decade has seen an unprecedented growth in the demand for wireless se... The last decade has seen an unprecedented growth in the demand for wireless services. These services are fueled by applications that often require not only high data rates but also very low latency to function as desired. However as wireless... more
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Synthesis Lectures on Learning...In this book we consider the problem of achieving the maximum throughput and u... In this book we consider the problem of achieving the maximum throughput and utility in a class of networks with resource-sharing constraints. This is a classical problem of great importance. In the context of wireless networks we first propose a... more
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Synthesis Lectures on Learning...This book provides a comprehensive treatment of the Poisson line Cox process (... This book provides a comprehensive treatment of the Poisson line Cox process (PLCP) and its applications to vehicular networks. The PLCP is constructed by placing points on each line of a Poisson line process (PLP) as per an independent Poisson... more
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Pre-Owned Synthesis Lectures o...Multi-armed bandit problems pertain to optimal sequential decision making and ... Multi-armed bandit problems pertain to optimal sequential decision making and learning in unknown environments. Since the first bandit problem posed by Thompson in 1933 for the application of clinical trials bandit problems have enjoyed lasting... more
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Synthesis Lectures on Learning...Networks naturally appear in many high-impact domains ranging from social netw... Networks naturally appear in many high-impact domains ranging from social network analysis to disease dissemination studies to infrastructure system design. Within network studies network connectivity plays an important role in a myriad of... more
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Synthesis Lectures on Learning...This monograph presents a concise mathematical approach for modeling and analy... This monograph presents a concise mathematical approach for modeling and analyzing the performance of communication networks with the aim of introducing an appropriate mathematical framework for modeling and analysis as well as understanding the... more
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Pre-Owned Synthesis Lectures o...This book results from many years of teaching an upper division course on comm... This book results from many years of teaching an upper division course on communication networks in the EECS department at the University of California Berkeley. It is motivated by the perceived need for an easily accessible textbook that puts... more
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Synthesis Lectures on Learning...This book results from many years of teaching an upper division course on comm... This book results from many years of teaching an upper division course on communication networks in the EECS department at the University of California Berkeley. It is motivated by the perceived need for an easily accessible textbook that puts... more
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Synthesis Lectures on Learning...Today s wireless communications and networking practices are tightly coupled w... Today s wireless communications and networking practices are tightly coupled with economic considerations to the extent that it is almost impossible to make a sound technology choice without understanding the corresponding economic implications.... more
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Synthesis Lectures on Learning...Traditional network optimization focuses on a single control objective in a ne... Traditional network optimization focuses on a single control objective in a network populated by obedient users and limited dispersion of information. However most of today s networks are large-scale with lack of access to centralized information... more
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Synthesis Lectures on Learning...Learning for Decision and Control in Stochastic Networks Learning for Decision and Control in Stochastic Networks more
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Synthesis Lectures on Informat...With the proliferation of social network services more and more social users s... With the proliferation of social network services more and more social users such as individuals and organizations are simultaneously involved in multiple social networks for various purposes. In fact multiple social networks characterize the same... more
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Synthesis Lectures on Learning...This book provides an introduction to the theory and practice of cyber insuran... This book provides an introduction to the theory and practice of cyber insurance. Insurance as an economic instrument designed for risk management through risk spreading has existed for centuries. Cyber insurance is one of the newest sub-categories... more
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Synthesis Lectures on Learning...Information usually has the highest value when it is fresh. For example real-t... Information usually has the highest value when it is fresh. For example real-time knowledge about the location orientation and speed of motor vehicles is imperative in autonomous driving and the access to timely information about stock prices and... more
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