Resultados de Pesquisa

INGLÊS

Continual And Reinforcement Learning For Edge Ai - Framework, Foundation, And Algorithm Design

de Hang Wang, Junshan Zhang e Sen Lin

~~52,99€~~ 47,69€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This book provides a comprehensive introduction to continual and reinforcement learning for edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance the AI at resource-limited edge devices.
INGLÊS

Edge Intelligence In The Making - Optimization, Deep Learning, And Applications

de Junshan Zhang, Sen Lin, Xu Chen, Zhaofeng Zhang e Zhi Zhou

~~59,61€~~ 53,65€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This book conducts a comprehensive and detailed survey of the recent research efforts in edge intelligence. To illustrate the research problems for edge intelligence, the book also showcases four of the authors' own research projects on edge intelligence, ranging from rigorous theoretical analysis to studies based on realistic implementation.
INGLÊS

Ai Versus Epidemics

de Daniel Ashlock, James Hughes, Joseph Alexander Brown, Matthew Stoodley, Michael Dube, Sheridan Houghten e Wendy Ashlock

~~46,36€~~ 41,72€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 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 one another.
INGLÊS

Reinforcement Learning In The Ridesharing Marketplace

de Hongtu Zhu, Jieping Ye, Qingyang Li, Xiaocheng Tang e Zhiwei (Tony) Qin

~~46,36€~~ 41,72€ 10% IMEDIATO

DISPONIBILIDADE IMEDIATA

 This book provides a comprehensive overview of reinforcement learning for ridesharing applications. The book describes the research problems associated with the various aspects of a ridesharing system and discusses the existing reinforcement learning approaches for solving them.
INGLÊS

Introduction To Cellular Network Analysis Using Stochastic Geometry

de Abhishek K. Gupta, Ahmad Alammouri, Harpreet S. Dhillon e Jeffrey G. Andrews

46,36€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 <p>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 canonical downlink and uplink settings, analyses of heterogeneous cellular networks and dense cellular networks are also included. For each of these settings, the focus is on the calculation of coverage probability, which gives the complementary cumulative distribution function (ccdf) of signal-to-interference-and-noise ratio (SINR) and is the complement of the outage probability. Using this, other key performance metrics, such as the area spectral efficiency, are also derived. These metrics are especially useful in understanding the effect of densification on network performance. In order to make this a truly self-contained reference, all the required background material from stochastic geometry is introduced in a coherent and digestible manner.</p><p>This Book:<br></p><p></p><ul><li>Provides an approachable introduction to the analysis of cellular networks and illuminates key system dependencies</li><li>Features an approach based on stochastic geometry as applied to cellular networks including both downlink and uplink</li><li>Focuses on the statistical distribution of signal-to-interference-and-noise ratio (SINR) and related metrics</li></ul><p></p><p></p><p> </p><p></p><p></p>
INGLÊS

Learning For Decision And Control In Stochastic Networks

de Longbo Huang

66,24€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 This book introduces the Learning-Augmented Network Optimization (LANO) paradigm, which interconnects network optimization with the emerging AI theory and algorithms and has been receiving a growing attention in network research.
INGLÊS

Optimization Algorithms For Distributed Machine Learning

de Gauri Joshi

52,99€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 The author discusses several algorithms that improve the scalability and communication efficiency of synchronous SGD, such as asynchronous SGD, local-update SGD, quantized and sparsified SGD, and decentralized SGD.
INGLÊS

Internet Transport Economics

de Richard T. B. Ma

118,59€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 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.
INGLÊS

Online Capacity Provisioning For Energy-Efficient Datacenters

de Minghua Chen e Sid Chi-Kin Chau

59,61€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 <div>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 megabytes of data every second. Dynamic provisioning algorithms have the potential to be the most viable and convenient of approaches to reducing data center energy consumption by turning off unnecessary servers, but they incur additional costs from being unable to properly predict future workload demands that have only recently been mitigated by advances in machine-learned predictions.</div><div><br></div><div>This book explores whether it is possible to design effective online dynamic provisioning algorithms that require zero future workload information while still achieving close-to-optimal performance. It also examines whether characterizing the benefits of utilizing the future workload information can then improve the design of online algorithms with predictions in dynamic provisioning. The book specifically develops online dynamic provisioning algorithms with and without the available future workload information. Readers will discover the elegant structure of the online dynamic provisioning problem in a way that reveals the optimal solution through divide-and-conquer tactics. The book teaches readers to exploit this insight by showing the design of two online competitive algorithms with competitive ratios characterized by the normalized size of a look-ahead window in which exact workload prediction is available.</div><div></div>
INGLÊS

Age Of Information - A New Metric For Information Freshness

de Eytan Modiano, Igor Kadota, Rajat Talak e Yin Sun

74,34€ + 10% EM CARTÃO

portes grátis

 The Age of Information (AoI) concept, together with its recent extensions, provides a means of quantifying the freshness of information and an opportunity to improve the performance of real-time systems and networks.
INGLÊS

Network Games

de Asu Ozdaglar e Ishai Menache

39,74€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 Traditional network optimization focuses on a single control objective in a network populated by obedient users and limited dispersion of information.Table of Contents: Static Games and Solution Concepts / Game Theory Dynamics / Wireline Network Games / Wireless Network Games / Future Perspectives
INGLÊS

Wireless Network Pricing

de Jianwei Huang e Lin Gao

39,74€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 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. This book aims at providing a foundational introduction on how microeconomics, and pricing theory in particular, can help us to understand and build better wireless networks. The book can be used as lecture notes for a course in the field of network economics, or a reference book for wireless engineers and applied economists to understand how pricing mechanisms influence the fast growing modern wireless industry. This book first covers the basics of wireless communication technologies and microeconomics, before going in-depth about several pricing models and their wireless applications. The pricing models include social optimal pricing, monopoly pricing, price differentiation, oligopoly pricing, and network externalities, supported by introductory discussions of convex optimization and game theory. The wireless applications include wireless video streaming, service provider competitions, cellular usage-based pricing, network partial price differentiation, wireless spectrum leasing, distributed power control, and cellular technology upgrade. More information related to the book (including references, slides, and videos) can be found at ncel.ie.cuhk.edu.hk/content/wireless-network-pricing.
INGLÊS

Energy-Efficient Scheduling Under Delay Constraints For Wireless Networks

de Eytan Modiano, Murtaza Zafer e Randal Berry

33,11€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 Packet delay and energy consumption are important considerations in wireless and sensor networks as these metrics directly affect the quality of service of the application and the resource consumption of the network;
INGLÊS

Advances In Multi-Channel Resource Allocation - Throughput, Delay, And Complexity

de Bo Ji, Ness B. Shroff e Xiaojun Lin

39,74€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 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 networks grow and support increasingly large numbers of users, these control algorithms must also incur only low complexity in order to be implemented in practice. Therefore, there is a pressing need to develop wireless control algorithms that can achieve both high throughput and low delay, but with low-complexity operations. While these three performance metrics, i.e., throughput, delay, and complexity, are widely acknowledged as being among the most important for modern wireless networks, existing approaches often have had to sacrifice a subset of them in order to optimize the others, leading to wireless resource allocation algorithms that either suffer poor performance or are difficult to implement. In contrast, the recent results presented inthis book demonstrate that, by cleverly taking advantage of multiple physical or virtual channels, one can develop new low-complexity algorithms that attain both provably high throughput and provably low delay. The book covers both the intra-cell and network-wide settings. In each case, after the pitfalls of existing approaches are examined, new systematic methodologies are provided to develop algorithms that perform provably well in all three dimensions.
INGLÊS

Age Of Information - A New Metric For Information Freshness

de Eytan Modiano, Igor Kadota, Rajat Talak e Yin Sun

72,86€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 The Age of Information (AoI) concept, together with its recent extensions, provides a means of quantifying the freshness of information and an opportunity to improve the performance of real-time systems and networks.
INGLÊS

Communication Networks - A Concise Introduction, Second Edition

de Jean Walrand e Shyam Parekh

79,49€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 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 emphasis on the core concepts behind current and next generation networks. After an overview of how today's Internet works and a discussion of the main principles behind its architecture, we discuss the key ideas behind Ethernet, WiFi networks, routing, internetworking, and TCP. To make the book as self-contained as possible, brief discussions of probability and Markov chain concepts are included in the appendices. This is followed by a brief discussion of mathematical models that provide insight into the operations of network protocols. Next, the main ideas behind the new generation of wireless networks based on LTE, and the notion of QoS are presented. A concise discussion of the physical layer technologies underlying various networks is alsoincluded. Finally, a sampling of topics is presented that may have significant influence on the future evolution of networks, including overlay networks like content delivery and peer-to-peer networks, sensor networks, distributed algorithms, Byzantine agreement, source compression, SDN and NFV, and Internet of Things.
INGLÊS

Network Connectivity - Concepts, Computation, And Optimization

de Chen Chen e Hanghang Tong

59,61€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 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 applications. The diversity of application areas has spurred numerous connectivity measures, each designed for some specific tasks. Depending on the complexity of connectivity measures, the computational cost of calculating the connectivity score can vary significantly. Moreover, the complexity of the connectivity would predominantly affect the hardness of connectivity optimization, which is a fundamental problem for network connectivity studies. This book presents a thorough study in network connectivity, including its concepts, computation, and optimization. Specifically, a unified connectivity measure model will be introduced to unveil the commonality among existing connectivity measures. For the connectivity computation aspect, the authors introduce the connectivity tracking problems and present several effective connectivity inference frameworks under different network settings. Taking the connectivity optimization perspective, the book analyzes the problem theoretically and introduces an approximation framework to effectively optimize the network connectivity. Lastly, the book discusses the new research frontiers and directions to explore for network connectivity studies. This book is an accessible introduction to the study of connectivity in complex networks. It is essential reading for advanced undergraduates, Ph.D. students, as well as researchers and practitioners who are interested in graph mining, data mining, and machine learning.
INGLÊS

Network Simulation

de George F. Riley, Kalyan S. Perumalla e Richard M. Fujimoto

37,09€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 A detailed introduction to the design, implementation, and use of network simulation tools is presented. This text is essential to any student, researcher, or network architect desiring a detailed understanding of how network simulation tools are designed, implemented, and used.
INGLÊS

Embracing Risk - Cyber Insurance As An Incentive Mechanism For Cybersecurity

de Mingyan Liu

66,24€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 As the cybersecurity threat landscape continues to bring about novel forms of attacks and losses, ransomware insurance being the latest example, the insurance practice is also evolving in terms of what types of losses are covered, what are excluded, and how cyber insurance intersects with traditional casualty and property insurance.
INGLÊS

Poisson Line Cox Process - Foundations And Applications To Vehicular Networks

de Harpreet S. Dhillon e Vishnu Vardhan Chetlur

59,61€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 <p><b>This book provides a comprehensive treatment of the Poisson line Cox process (PLCP) and its applications to vehicular networks.</b> The PLCP is constructed by placing points on each line of a Poisson line process (PLP) as per an independent Poisson point process (PPP). For vehicular applications, one can imagine the layout of the road network as a PLP and the vehicles on the roads as the points of the PLCP. First, a brief historical account of the evolution of the theory of PLP is provided to familiarize readers with the seminal contributions in this area. In order to provide a self-contained treatment of this topic, the construction and key fundamental properties of both PLP and PLCP are discussed in detail. The rest of the book is devoted to the applications of these models to a variety of wireless networks, including vehicular communication networks and localization networks. Specifically, modeling the locations of vehicular nodes and roadside units (RSUs) using PLCP, the signal-to-interference-plus-noise ratio (SINR)-based coverage analysis is presented for both ad hoc and cellular network models. For a similar setting, the load on the cellular macro base stations (MBSs) and RSUs in a vehicular network is also characterized analytically. For the localization networks, PLP is used to model blockages, which is shown to facilitate the characterization of asymptotic blind spot probability in a localization application. Finally, the path distance characteristics for a special case of PLCP are analyzed, which can be leveraged to answer critical questions in the areas of transportation networks and urban planning. The book is concluded with concrete suggestions on future directions of research.</p> <p>Based largely on the original research of the authors, this is the first book that specifically focuses on the self-contained mathematical treatment of the PLCP. The ideal audience of this book is graduate students as well as researchers in academia and industry whoare familiar with probability theory, have some exposure to point processes, and are interested in the field of stochastic geometry and vehicular networks. Given the diverse backgrounds of the potential readers, the focus has been on providing an accessible and pedagogical treatment of this topic by consciously avoiding the measure theoretic details without compromising mathematical rigor.</p>
INGLÊS

An Introduction To Models Of Online Peer-To-Peer Social Networking

de George Kesidis

37,09€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 Table of Contents: Networking overview / Graphs / Games / Search in structured networks / Search in unstructured networks / Transactions, reputations, and referrals / False Referrals / Peer-to-peer file sharing / Consensus in dynamical belief systems / Byzantine consensus / Epidemics
INGLÊS

Modeling And Optimization In Software-Defined Networks

de Konstantinos Poularakis, Leandros Tassiulas, T. V. Lakshman e T.V. Lakshman

66,24€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 This book provides a quick reference and insights into modeling and optimization of software-defined networks (SDNs). It covers various algorithms and approaches that have been developed for optimizations related to the control plane, the considerable research related to data plane optimization, and topics that have significant potential for research and advances to the state-of-the-art in SDN. Over the past ten years, network programmability has transitioned from research concepts to more mainstream technology through the advent of technologies amenable to programmability such as service chaining, virtual network functions, and programmability of the data plane. However, the rapid development in SDN technologies has been the key driver behind its evolution. The logically centralized abstraction of network states enabled by SDN facilitates programmability and use of sophisticated optimization and control algorithms for enhancing network performance, policy management, and security.Furthermore, the centralized aggregation of network telemetry facilitates use of data-driven machine learning-based methods. To fully unleash the power of this new SDN paradigm, though, various architectural design, deployment, and operations questions need to be addressed. Associated with these are various modeling, resource allocation, and optimization opportunities.The book covers these opportunities and associated challenges, which represent a ``call to arms'' for the SDN community to develop new modeling and optimization methods that will complement or improve on the current norms.
INGLÊS

Analytical Methods For Network Congestion Control

de Steven H. Low

59,61€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 The congestion control mechanism has been responsible for maintaining stability as the Internet scaled up by many orders of magnitude in size, speed, traffic volume, coverage, and complexity over the last three decades.
INGLÊS

Performance Modeling Of Communication Networks With Markov Chains

de Jeonghoon Mo

37,09€ + 10% EM CARTÃO

DISPONIBILIDADE IMEDIATA

 We then introduce basic ideas of Markov chain modeling: Markov property, discrete time Markov chain (DTMC) and continuous time Markov chain (CTMC). We then introduce how to develop a Markov chain model with simple applications: a forwarding system, a cellular system blocking, slotted ALOHA, Wi-Fi model, and multichannel based LAN model.
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