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Chu T: Software-Defined Infrastructure

Software-Defined Infrastructure

Preface ix List of Acronyms xiii Introduction xvii Chapter 1 Healthcare Internet of Things: The State of the Art 1 1.1 H-IoT network landscape 2 1.2 Technology emergence in H-IoT 10 1.2.1 Edge computing in H-IoT 12 1.2.2 Software-defined network in H-IoT 16 1.3. Learned lessons and neglected opportunities 28 1.3.1 Learned lessons 28 1.3.2 Neglected opportunities 37 1.4 Conclusion 38 Chapter 2. A Novel Network Infrastructure Concept 39 2.1 Introduction 39 2.2 Related work 44 2.2.1 Software-defined network 45 2.2.2 5G novel network perspective 45 2.2.3 Software-defined infrastructure 46 2.2.4 Software-defined vehicular network 47 2.2.5 Software-defined unmanned aerial vehicular network 48 2.2.6 Other potential software-defined hardware blocks 49 2.3 The evolution of SDI 50 2.3.1 Research gap 50 2.3.2 SDI extension 51 2.3.3 Proposal of our architecture 52 2.3.4 Suggested technology adjustments 54 2.3.5 Prospective interaction within the SDI ecosystem 56 2.3.6 Software-defined infrastructure's benefit recap 57 2.4 Unified functional model formalization 58 2.4.1 Description of the model 58 2.4.2 Structure of the model 59 2.5 Description of the experiments 64 2.5.1 Implementation details 66 2.5.2 Approach 1: opportunistic coverage enhancement 71 2.5.3 Approach 2: connection recovery 72 2.5.4 Approach 3: self-assisted coverage deployment and data transportation 74 2.5.5 Approach 4: priority orchestration in high-density network 76 2.6 Improvement evaluation approaches 78 2.6.1 Opportunistic coverage enhancement 78 2.6.2 Connection recovery 80 2.6.3 Self-assisted coverage deployment and data transportation 82 2.6.4 Priority orchestration in high-density network 83 2.7 Conclusion 86 Chapter 3 SMART Connection Migration 89 3.1 Introduction 89 3.2 Related work 92 3.2.1 Virtual machine migration 93 3.2.2 Container migration 93 3.2.3 TCP-based connection migration 94 3.2.4 QUIC-based connection migration 95 3.2.5 Motivation 96 3.3 Solution design 97 3.3.1 Sequence diagram comparison 97 3.3.2 System design 98 3.3.3 Prospective impact 99 3.4 Performance evaluation 100 3.4.1 Experimental environment 100 3.4.2 Experiment scenario 101 3.4.3 Influence of delay on the connection migration process 103 3.4.4 The influence of migration frequency on the connection migration time 103 3.5 Conclusion 104 Chapter 4 Generic Adaptive Deep Learning-based Multipath Scheduler Selector 107 4.1 Introduction 107 4.2 Related work 110 4.2.1 Multipath transport protocols 110 4.2.2 Multipath scheduling algorithms 111 4.2.3 Multipath scheduling performance over heterogeneous paths 113 4.3 Prototype design 114 4.3.1 Scheduler selector paradigm 114 4.3.2 Prototype design 115 4.4 Simulated evaluation 117 4.4.1 Experiment setup 117 4.4.2 Initial dataset analysis 119 4.4.3 Traditional machine learning's performance evaluation 121 4.4.4 Deep learning's performance evaluation 123 4.5 Practical evaluation 125 4.5.1 Brief overview of GADaM 125 4.5.2 Extensible modular scheduler evaluating framework 128 4.5.3 Experiment environment 129 4.5.4 Trial run 132 4.5.5 Actual run 136 4.5.6 In-house static environment 138 4.5.7 Metro line environment 139 4.5.8 In-vehicle environment 140 4.6 Limitations 143 4.7 Conclusion 145 Conclusions and Perspectives 147 References 151 Index 171

Annual Report of the Agricultural Experiment Station of the University of Minnesota, Issues 73-76

IEEE Press

An up-to-date and comprehensive guide to mobile edge computing and communications Mobile Edge Computing and Communications offers a practical guide to mobile edge computing and communications (MEC). With contributions from noted experts on the topic, the book covers the design, deployment, and operational aspects of this rapidly growing domain. The text provides the information needed to understand the mainstream system architectures and integration methods that have been proposed in MEC. In addition, the book clearly illustrates critical lifecycle functions and stages of MEC, and shows how to deploy MEC in 5G and beyond mobile networks. Comprehensive in scope, the book contains discussions on the challenges and opportunities of mobile edge computing and communications concepts combined with the most relevant emerging applications and services. The authors provide insights for all relative stakeholders of mobile networks such as mobile network operators. This important book: <ul><li>Provides a comprehensive walkthrough of mobile edge computing and communications </li><li>Includes detailed analysis of current edge applications and technology foundation</li><li>Presents information on driving forces and future directions of MEC</li><li>Provides an authentic source of information from industry experts to drive the future of computing</li></ul> Written for mobile network operators, ICT service developers, academic researchers, undergraduate and graduate students, Mobile Edge Computing and Communications offers a guide to the current and future of MEC that will enable a completely new paradigm for future computing and communications.

Driving Forces, Technology Foundation, and Application Areas

Mobile Edge Computing and Communications

Object Lessons

Microphone

Technology is advancing at an extraordinary pace. The question is whether we are advancing with it. &gt;Why do capable organisations struggle to adapt? Why do governance frameworks create compliance rather than clarity? Why does knowledge disappear faster than it can be replaced? Why do trust, judgement, resilience, and leadership become more important as technology becomes more capable? The Human Layer explores these questions through a collection of interconnected essays examining the relationship between people, organisations, and technology. Rather than focusing solely on innovation, it looks beneath the surface to understand the human systems that ultimately determine whether innovation succeeds or fails. Drawing on themes including organisational behaviour, leadership, artificial intelligence, telecommunications, capability development, resilience, governance, digital transformation, and systems thinking, the book argues that technology rarely determines outcomes on its own. Progress depends upon the quality of the organisations that build it, the leaders who guide it, and the people who use it. &gt;The greatest challenge of technological change is no longer technological; It is human. Written for leaders, engineers, project professionals, technologists, policymakers, and anyone interested in how technology shapes society, The Human Layer offers a thoughtful and practical perspective on one of the defining questions of our time. The future will be shaped by technology. Whether it benefits society will depend on the people who shape the technology.

How People, Organisations, and Technology Shape One Another

The Human Layer

Detailed, practical guidance for implementing IoT cellular network connectivity solutions for software developers and electrical engineers, and project managers. Focusing exclusively on using cellular connectivity for IoT devices, Cellular IoT presents a flexible approach, using algorithms and software designs, to drastically reduce the complexity of interacting with a wide variety of Cellular Communication Modules (CCMs) which lie at the heart of cellular modems. Written in an accessible style, this book is one of the first to cover all practical aspects of cellular network connectivity, from network and SIM selection through to custom algorithms for detecting and recovering from a wide variety of connectivity problems, and an innovative approach to reliably manage AT commands in modern cellular modems. This book explains the factors related to establishing and maintaining cellular connectivity including geography and topology, population density, SIM card (and connectivity provider) selection, antenna choice and placement, and CCM selection. The book also provides detailed examples and troubleshooting advice, showing how to transfer data using low-level sockets and also using a high-level protocol (HTTP), creating a brief, temporary connection for a primitive IoT device to send a small amount of data, and also establishing and maintaining a continuous cellular connection with full Internet access on powerful IoT devices running Linux. Written by an author with considerable professional expertise and experience with cellular connectivity, Cellular IoT includes information on: <ul><li>Platforms, tools, and debugging, covering tool-chain selection, computing/OS platforms, programming language choices, and running IoT connectivity code in a debugger</li><li>Cellular network basics, covering base stations, range, cell towers, tracking areas and paging, frequency and modulation, bandwidth and latency, frequency bands, and SIM cards</li><li>Similarities and differences across CCMs, frequency, band, Radio Access Technology (RAT), protocol and data representation, selection and consequences</li><li>Low-level communication protocols including transmission control protocol (TCP), user datagram protocol (UDP), point-to-point protocol (PPP), and custom hybrids for cellular IoT</li><li>Full coverage of SMS, GNSS (available in most CCMs), obtaining precise time, and utilizing the power saving functionality of Extended Discontinuous Reception (eDRX) and Power Saving Mode (PSM) available in NB-IoT, LTE Cat M and LTE Cat 1 bis CCMs</li><li>Entirely new and innovative software approach, Command Independent Processing (CIP), to systematically manage and execute AT commands across families of CCMs and integrating standardized (3GPP) AT commands with vendor specific ones to achieve greater software portability across CCMs</li></ul> Cellular IoT is an essential resource for software developers, hardware engineers, and project managers seeking to avoid connectivity pitfalls and be better able to diagnose and resolve newly encountered challenges in the field while drastically reducing the time required to produce reliable, IoT connectivity solutions.

A Practical Guide for Software Developers, Electrical Engineers, and Project Managers

Cellular IoT

Eggs and Egg Farms: Trustworthy Information Regarding the Successful Production of Eggs--The Construction Plans of Poultry Buildings and t

Security Management of Radioactive Material in Use and Storage and of Associated Facilities (French Edition)

Learn How to Make Wireless Work Wi-Fi, Bluetooth, and LoRa are technologies that power our world, but building with them isn’t always straightforward. Connections drop, tutorials skip steps, and error messages don’t always help resolve problems. Through a series of hands-on projects using Raspberry Pi and Linux, you’ll learn how wireless systems work, how to control them, and how to build tools that actually function in the real world. Each recipe is self-contained, reliable, and ready to adapt for your own projects. Among the book’s many projects, you’ll build: <ul><li>A BLE audio receiver for high-quality wireless sound</li><li>A battery-powered LoRa node with miles of range</li><li>A mesh Wi-Fi network that reroutes itself</li><li>A signal strength display with a mini TFT screen</li><li>A wireless intrusion detection system and captive portal</li></ul> Along the way, you’ll build a solid foundation in Linux networking, gain fluency in wireless protocols like 802.11, BLE, and LoRaWAN, and develop the confidence to design and deploy your own solutions. Each recipe is built around a wireless challenge you’re likely to encounter and gives you the tools to solve it. It’s wireless. It’s Linux. And with this book, it finally makes sense.

Learn How to Make Wireless Work Wi-Fi, Bluetooth, and LoRa are technologies that power our world, but building with them isn’t always straightforward. Connections drop, tutorials skip steps, and error messages don’t always help resolve problems. Through a series of hands-on projects using Raspberry Pi and Linux, you’ll learn how wireless systems work, how to control them, and how to build tools that actually function in the real world. Each recipe is self-contained, reliable, and ready to adapt for your own projects. Among the book’s many projects, you’ll build: <ul><li>A BLE audio receiver for high-quality wireless sound</li><li>A battery-powered LoRa node with miles of range</li><li>A mesh Wi-Fi network that reroutes itself</li><li>A signal strength display with a mini TFT screen</li><li>A wireless intrusion detection system and captive portal</li></ul> Along the way, you’ll build a solid foundation in Linux networking, gain fluency in wireless protocols like 802.11, BLE, and LoRaWAN, and develop the confidence to design and deploy your own solutions. Each recipe is built around a wireless challenge you’re likely to encounter and gives you the tools to solve it. It’s wireless. It’s Linux. And with this book, it finally makes sense.

Build Real Projects and Master Wi-Fi, Bluetooth, and LoRa

The Wireless Cookbook

This book contains an annual report of the Commissioner and the Board of Agriculture and Immigration in Virginia. The report covers a wide range of topics related to agriculture, including crop yields, livestock production, and soil quality. This book is a must-read for anyone interested in the history of agriculture in Virginia and the role that the state has played in promoting agricultural development.This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it.This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Annual Report of the Commissioner and the Board of Agriculture and Immigration

For readers of Naomi Klein and Nicole Perlroth, a myth-dissolving exposé of how artificial intelligence exploits human labor, and a resounding argument for a more equitable digital future.

The Hidden Human Labor Powering A.I

Feeding the Machine

'Highly readable' Financial Times From the boardrooms to the court rooms, this is the gripping story of how Apple became the world's most valuable company, and of the lawmakers and entrepreneurs determined to knock it off its pedestal. Since the invention of the iPhone and App Store, Apple has built a near unassailable market power, controlling not only commerce, but also culture, and - increasingly - the flow of ideas. In response, a loose rebel alliance of tech entrepreneurs has formed to lay siege to Apple, bringing together Epic Games' Tim Sweeney, Spotify's Daniel Ek, X's Elon Musk and WeChat's Pony Ma. In the trenches of popular opinion and now in the courtrooms of Europe and the United States, this rebellion aims to tear down Apple's walls and dismantle its alleged monopoly. iWar weaves together the story of Apple's rise and reign with the political and international forces arrayed against it in the fight over control of the global digital economy. The stakes couldn't be higher.

Fortnite, Musk, Spotify, and the Siege of Apple

iWar

Industry 5.0 suggests a new stage of industrial growth that expands upon earlier stages of industrialization, emphasizing human-centered approaches to technology and digital sustainability. With its innovative approach, Industry 5.0 will contribute to the resolution of the manufacturing-social need mismatch issue. In contrast to other industrial revolutions that placed more emphasis on the financial aspects of sustainability, the Industry 5.0 vision places more emphasis on social demands and human centricity.This book Aspects of Quality Management in Value Creating in the Industry 5.0 Way focuses on the challenges that companies in the field of quality management in Industry 5.0 face, particularly in relation to client value aspects. The book devotes a lot of space to the issues of client satisfaction, cybersecurity, e-commerce, TQM, and collaborative work between robots and humans in the company.Features:<ul> <li>Characterizes the new role of value for customer 5.0 in the augmented era</li> <li>Analyzes the collaborative work between robots and humans in Industry 5.0 conditions</li> <li>Investigates the complex relationship between satisfaction, awareness, perception, attitude, and demographics, as well as examining how technological advances and market performance impact client satisfaction</li> </ul>Includes:<ul> <li>E-client in the cyber-security aspect</li> <li>Multi-Agent Technology (MAT) to maintain Total Quality Management (TQM) in manufacturing and MAT's role in TQM</li> <li>A novel structure for innovation, "Innovation Control (IC)," to integrate creative thinking and business strategy</li> <li>Industry 5.0 inside the automotive sector</li> <li>Technetronic Education (TE) in Industry 5.0: advantages, challenges, and implications</li> <li>Ethical aspects and challenges associated with developing technologies</li> </ul>This book Aspects of Quality Management in Value Creating in the Industry 5.0 Way serves as a future road map, guiding readers through the complexities of industrial progress.Academic researchers, along with senior undergraduate and graduate students, are the primary target audience.

Aspects of Quality Management in Value Creating in the Industry 5.0 Way

Software-Defined Infrastructure

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