Scheduling And Congestion Control For Wireless And Processing Networks

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Scheduling and Congestion Control for Wireless and Processing Networks

Author : Libin Jiang
Publisher : Springer Nature
ISBN 13 : 3031799925
Total Pages : 144 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Scheduling and Congestion Control for Wireless and Processing Networks by : Libin Jiang

Download or read book Scheduling and Congestion Control for Wireless and Processing Networks written by Libin Jiang and published by Springer Nature. This book was released on 2022-06-01 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 fully distributed scheduling algorithm that achieves the maximum throughput. Inspired by CSMA (Carrier Sense Multiple Access), which is widely deployed in today's wireless networks, our algorithm is simple, asynchronous, and easy to implement. Second, using a novel maximal-entropy technique, we combine the CSMA scheduling algorithm with congestion control to approach the maximum utility. Also, we further show that CSMA scheduling is a modular MAC-layer algorithm that can work with other protocols in the transport layer and network layer. Third, for wireless networks where packet collisions are unavoidable, we establish a general analytical model and extend the above algorithms to that case. Stochastic Processing Networks (SPNs) model manufacturing, communication, and service systems. In manufacturing networks, for example, tasks require parts and resources to produce other parts. SPNs are more general than queueing networks and pose novel challenges to throughput-optimum scheduling. We proposes a "deficit maximum weight" (DMW) algorithm to achieve throughput optimality and maximize the net utility of the production in SPNs. Table of Contents: Introduction / Overview / Scheduling in Wireless Networks / Utility Maximization in Wireless Networks / Distributed CSMA Scheduling with Collisions / Stochastic Processing networks

Scheduling and Congestion Control for Wireless Internet

Author : Xin Wang
Publisher : Springer Science & Business Media
ISBN 13 : 1461484200
Total Pages : 60 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Scheduling and Congestion Control for Wireless Internet by : Xin Wang

Download or read book Scheduling and Congestion Control for Wireless Internet written by Xin Wang and published by Springer Science & Business Media. This book was released on 2013-07-30 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief proposes that the keys to internet cross-layer optimization are the development of non-standard implicit primal-dual solvers for underlying optimization problems, and design of jointly optimal network protocols as decomposition of such solvers. Relying on this novel design-space oriented approach, the author develops joint TCP congestion control and wireless-link scheduling schemes for wireless applications over Internet with centralized and distributed (multi-hop) wireless links. Different from the existing solutions, the proposed schemes can be asynchronously implemented without message passing among network nodes; thus they are readily deployed with current infrastructure. Moreover, global convergence/stability of the proposed schemes to optimal equilibrium is established using the Lyapunov method in the network fluid model. Simulation results are provided to evaluate the proposed schemes in practical networks.

Scheduling and Congestion Control in Data Center Networks

Author : 高程希
Publisher :
ISBN 13 :
Total Pages : 104 pages
Book Rating : 4.:/5 (18 download)

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Book Synopsis Scheduling and Congestion Control in Data Center Networks by : 高程希

Download or read book Scheduling and Congestion Control in Data Center Networks written by 高程希 and published by . This book was released on 2017 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Joint Asynchronous Congestion Control and Distributed Scheduling for Multihop Wireless Networks with Heterogeneous Links

Author : Loc Xuan Bui
Publisher :
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4.:/5 (771 download)

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Book Synopsis Joint Asynchronous Congestion Control and Distributed Scheduling for Multihop Wireless Networks with Heterogeneous Links by : Loc Xuan Bui

Download or read book Joint Asynchronous Congestion Control and Distributed Scheduling for Multihop Wireless Networks with Heterogeneous Links written by Loc Xuan Bui and published by . This book was released on 2006 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances in Multi-Channel Resource Allocation

Author : Bo Ji
Publisher : Springer Nature
ISBN 13 : 3031792726
Total Pages : 116 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Advances in Multi-Channel Resource Allocation by : Bo Ji

Download or read book Advances in Multi-Channel Resource Allocation written by Bo Ji and published by Springer Nature. This book was released on 2022-05-31 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 in this 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.

Guide to Wireless Ad Hoc Networks

Author : Sudip Misra
Publisher : Springer Science & Business Media
ISBN 13 : 1848003285
Total Pages : 581 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Guide to Wireless Ad Hoc Networks by : Sudip Misra

Download or read book Guide to Wireless Ad Hoc Networks written by Sudip Misra and published by Springer Science & Business Media. This book was released on 2009-03-02 with total page 581 pages. Available in PDF, EPUB and Kindle. Book excerpt: Overview and Goals Wireless communication technologies are undergoing rapid advancements. The past few years have experienced a steep growth in research in the area of wireless ad hoc networks. The attractiveness of ad hoc networks, in general, is attributed to their characteristics/features such as ability for infrastructure-less setup, minimal or no reliance on network planning and the ability of the nodes to self-organize and self-configure without the involvement of a centralized n- work manager, router, access point or a switch. These features help to set up a network fast in situations where there is no existing network setup or in times when setting up a fixed infrastructure network is considered infeasible, for example, in times of emergency or during relief operations. Even though ad hoc networks have emerged to be attractive and they hold great promises for our future, there are several challenges that need to be addressed. Some of the well-known challenges are attributed to issues relating to scalability, quality-of-service, energy efficiency and security.

Edge Intelligence in the Making

Author : Sen Lin
Publisher : Springer Nature
ISBN 13 : 3031023803
Total Pages : 17 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Edge Intelligence in the Making by : Sen Lin

Download or read book Edge Intelligence in the Making written by Sen Lin and published by Springer Nature. This book was released on 2022-06-01 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the explosive growth of mobile computing and Internet of Things (IoT) applications, as exemplified by AR/VR, smart city, and video/audio surveillance, billions of mobile and IoT devices are being connected to the Internet, generating zillions of bytes of data at the network edge. Driven by this trend, there is an urgent need to push the frontiers of artificial intelligence (AI) to the network edge to fully unleash the potential of IoT big data. Indeed, the marriage of edge computing and AI has resulted in innovative solutions, namely edge intelligence or edge AI. Nevertheless, research and practice on this emerging inter-disciplinary field is still in its infancy stage. To facilitate the dissemination of the recent advances in edge intelligence in both academia and industry, this book conducts a comprehensive and detailed survey of the recent research efforts and also showcases the authors' own research progress on edge intelligence. Specifically, the book first reviews the background and present motivation for AI running at the network edge. Next, it provides an overview of the overarching architectures, frameworks, and emerging key technologies for deep learning models toward training/inference at the network edge. 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. Finally, it discusses the applications, marketplace, and future research opportunities of edge intelligence. This emerging interdisciplinary field offers many open problems and yet also tremendous opportunities, and this book only touches the tip of iceberg. Hopefully, this book will elicit escalating attention, stimulate fruitful discussions, and open new directions on edge intelligence.

Embracing Risk

Author : Mingyan Liu
Publisher : Springer Nature
ISBN 13 : 3031023811
Total Pages : 127 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Embracing Risk by : Mingyan Liu

Download or read book Embracing Risk written by Mingyan Liu and published by Springer Nature. This book was released on 2022-06-01 with total page 127 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 of this old instrument. It emerged in the 1990s in response to an increasing impact that information security started to have on business operations. For much of its existence, the practice of cyber insurance has been on how to obtain accurate actuarial information to inform specifics of a cyber insurance contract. 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. The central focus, however, has continued to be risk management through risk transfer, the key functionality of insurance. The goal of this book is to shift the focus from this conventional view of using insurance as primarily a risk management mechanism to one of risk control and reduction by looking for ways to re-align the incentives. On this front we have encouraging results that suggest the validity of using insurance as an effective economic and incentive tool to control cyber risk. This book is intended for someone interested in obtaining a quantitative understanding of cyber insurance and how innovation is possible around this centuries-old financial instrument.

Internet of Things and Sensors Networks in 5G Wireless Communications

Author : Lei Zhang
Publisher : MDPI
ISBN 13 : 3039281488
Total Pages : 222 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Internet of Things and Sensors Networks in 5G Wireless Communications by : Lei Zhang

Download or read book Internet of Things and Sensors Networks in 5G Wireless Communications written by Lei Zhang and published by MDPI. This book was released on 2020-01-24 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Internet of Things (IoT) has attracted much attention from society, industry and academia as a promising technology that can enhance day to day activities, and the creation of new business models, products and services, and serve as a broad source of research topics and ideas. A future digital society is envisioned, composed of numerous wireless connected sensors and devices. Driven by huge demand, the massive IoT (mIoT) or massive machine type communication (mMTC) has been identified as one of the three main communication scenarios for 5G. In addition to connectivity, computing and storage and data management are also long-standing issues for low-cost devices and sensors. The book is a collection of outstanding technical research and industrial papers covering new research results, with a wide range of features within the 5G-and-beyond framework. It provides a range of discussions of the major research challenges and achievements within this topic.

Scheduling in Wireless Networks

Author : Anna Pantelidou
Publisher : Now Publishers Inc
ISBN 13 : 1601984200
Total Pages : 101 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Scheduling in Wireless Networks by : Anna Pantelidou

Download or read book Scheduling in Wireless Networks written by Anna Pantelidou and published by Now Publishers Inc. This book was released on 2011 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reviews the problem of scheduled channel access in wireless networks with emphasis on ad hoc and sensor networks as opposed to WiFi, cellular, and infrastructure-based networks. It is intended to provide a reference point for the rich set of problems that arise in the allocation of resources in modern and future networks.

Learning for Decision and Control in Stochastic Networks

Author : Longbo Huang
Publisher : Springer Nature
ISBN 13 : 3031315979
Total Pages : 80 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Learning for Decision and Control in Stochastic Networks by : Longbo Huang

Download or read book Learning for Decision and Control in Stochastic Networks written by Longbo Huang and published by Springer Nature. This book was released on 2023-07-21 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. The authors present the topic based on a general stochastic network optimization model, and review several important theoretical tools that are widely adopted in network research, including convex optimization, the drift method, and mean-field analysis. The book then covers several popular learning-based methods, i.e., learning-augmented drift, multi-armed bandit and reinforcement learning, along with applications in networks where the techniques have been successfully applied. The authors also provide a discussion on potential future directions and challenges.

Packet Scheduling and Congestion Control in Communication Networks

Author : Aditya Dua
Publisher :
ISBN 13 : 9780549061830
Total Pages : 348 pages
Book Rating : 4.0/5 (618 download)

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Book Synopsis Packet Scheduling and Congestion Control in Communication Networks by : Aditya Dua

Download or read book Packet Scheduling and Congestion Control in Communication Networks written by Aditya Dua and published by . This book was released on 2007 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rapid advances in wired and wireless networking over the past decade have revolutionized the way in which we interface with the world to access and disseminate information. Communication networks like the Internet and the mobile cellular system have now become integral parts of modern day living. While data and voice services were prominent in past generation networks, next generation networks promise users a variety of real-time multimedia services such as video streaming, video teleconferencing etc. The tight performance requirements of multimedia applications, coupled with volatile system dynamics, render smart resource scheduling and management imperative to efficient network design and control.

Analytical Methods for Network Congestion Control

Author : Steven Low
Publisher : Springer Nature
ISBN 13 : 3031792750
Total Pages : 193 pages
Book Rating : 4.0/5 (317 download)

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Book Synopsis Analytical Methods for Network Congestion Control by : Steven Low

Download or read book Analytical Methods for Network Congestion Control written by Steven Low and published by Springer Nature. This book was released on 2022-05-31 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. In this book, we develop a coherent theory of congestion control from the ground up to help understand and design these algorithms. We model network traffic as fluids that flow from sources to destinations and model congestion control algorithms as feedback dynamical systems. We show that the model is well defined. We characterize its equilibrium points and prove their stability. We will use several real protocols for illustration but the emphasis will be on various mathematical techniques for algorithm analysis. Specifically we are interested in four questions: 1. How are congestion control algorithms modelled? 2. Are the models well defined? 3. How are the equilibrium points of a congestion control model characterized? 4. How are the stability of these equilibrium points analyzed? For each topic, we first present analytical tools, from convex optimization, to control and dynamical systems, Lyapunov and Nyquist stability theorems, and to projection and contraction theorems. We then apply these basic tools to congestion control algorithms and rigorously prove their equilibrium and stability properties. A notable feature of this book is the careful treatment of projected dynamics that introduces discontinuity in our differential equations. Even though our development is carried out in the context of congestion control, the set of system theoretic tools employed and the process of understanding a physical system, building mathematical models, and analyzing these models for insights have a much wider applicability than to congestion control.

Advanced Wireless Networks

Author : Savo G. Glisic
Publisher : John Wiley & Sons
ISBN 13 : 1119096871
Total Pages : 864 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Advanced Wireless Networks by : Savo G. Glisic

Download or read book Advanced Wireless Networks written by Savo G. Glisic and published by John Wiley & Sons. This book was released on 2016-07-22 with total page 864 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third edition of this popular reference covers enabling technologies for building up 5G wireless networks. Due to extensive research and complexity of the incoming solutions for the next generation of wireless networks it is anticipated that the industry will select a subset of these results and leave some advanced technologies to be implemented later,. This new edition presents a carefully chosen combination of the candidate network architectures and the required tools for their analysis. Due to the complexity of the technology, the discussion on 5G will be extensive and it will be difficult to reach consensus on the new global standard. The discussion will have to include the vendors, operators, regulators as well as the research and academic community in the field. Having a comprehensive book will help many participants to join actively the discussion and make meaningful contribution to shaping the new standard.

Congestion Control in Wireless Networks

Author : Gaurav Rajguru
Publisher :
ISBN 13 :
Total Pages : 92 pages
Book Rating : 4.:/5 (664 download)

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Book Synopsis Congestion Control in Wireless Networks by : Gaurav Rajguru

Download or read book Congestion Control in Wireless Networks written by Gaurav Rajguru and published by . This book was released on 2006 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Algorithms for Next Generation Networks

Author : Graham Cormode
Publisher : Springer Science & Business Media
ISBN 13 : 1848827652
Total Pages : 469 pages
Book Rating : 4.8/5 (488 download)

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Book Synopsis Algorithms for Next Generation Networks by : Graham Cormode

Download or read book Algorithms for Next Generation Networks written by Graham Cormode and published by Springer Science & Business Media. This book was released on 2010-02-06 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data networking now plays a major role in everyday life and new applications continue to appear at a blinding pace. Yet we still do not have a sound foundation for designing, evaluating and managing these networks. This book covers topics at the intersection of algorithms and networking. It builds a complete picture of the current state of research on Next Generation Networks and the challenges for the years ahead. Particular focus is given to evolving research initiatives and the architecture they propose and implications for networking. Topics: Network design and provisioning, hardware issues, layer-3 algorithms and MPLS, BGP and Inter AS routing, packet processing for routing, security and network management, load balancing, oblivious routing and stochastic algorithms, network coding for multicast, overlay routing for P2P networking and content delivery. This timely volume will be of interest to a broad readership from graduate students to researchers looking to survey recent research its open questions.

Wireless Communications

Author : Prathima Agrawal
Publisher : Springer Science & Business Media
ISBN 13 : 0387489452
Total Pages : 370 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Wireless Communications by : Prathima Agrawal

Download or read book Wireless Communications written by Prathima Agrawal and published by Springer Science & Business Media. This book was released on 2010-05-05 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains papers based on invited talks given at the 2005 IMA Summer Workshop on Wireless Communications, held at the Institute for Mathematics and Its Applications, University of Minnesota, June 22 - July 1, 2005. It presents some of the highlights of the workshop, and collects papers covering a broad spectrum of important and pressing issues in wireless communications.