Edge Computing Edge 2023
DOWNLOAD
Download Edge Computing Edge 2023 PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Edge Computing Edge 2023 book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Machine Learning For Edge Computing
DOWNLOAD
Author : Amitoj Singh
language : en
Publisher: CRC Press
Release Date : 2022-07-29
Machine Learning For Edge Computing written by Amitoj Singh and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-07-29 with Computers categories.
This book divides edge intelligence into AI for edge (intelligence-enabled edge computing) and AI on edge (artificial intelligence on edge). It focuses on providing optimal solutions to the key concerns in edge computing through effective AI technologies, and it discusses how to build AI models, i.e., model training and inference, on edge. This book provides insights into this new inter-disciplinary field of edge computing from a broader vision and perspective. The authors discuss machine learning algorithms for edge computing as well as the future needs and potential of the technology. The authors also explain the core concepts, frameworks, patterns, and research roadmap, which offer the necessary background for potential future research programs in edge intelligence. The target audience of this book includes academics, research scholars, industrial experts, scientists, and postgraduate students who are working in the field of Internet of Things (IoT) or edge computing and would like to add machine learning to enhance the capabilities of their work. This book explores the following topics: Edge computing, hardware for edge computing AI, and edge virtualization techniques Edge intelligence and deep learning applications, training, and optimization Machine learning algorithms used for edge computing Reviews AI on IoT Discusses future edge computing needs Amitoj Singh is an Associate Professor at the School of Sciences of Emerging Technologies, Jagat Guru Nanak Dev Punjab State Open University, Punjab, India. Vinay Kukreja is a Professor at the Chitkara Institute of Engineering and Technology, Chitkara University, Punjab, India. Taghi Javdani Gandomani is an Assistant Professor at Shahrekord University, Shahrekord, Iran.
Edge Computing Edge 2023
DOWNLOAD
Author : Jun Feng
language : en
Publisher: Springer Nature
Release Date : 2024-01-17
Edge Computing Edge 2023 written by Jun Feng and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-17 with Computers categories.
This book constitutes the refereed proceedings of the 7th International Conference on Edge Computing, EDGE 2023, held in Shenzhen, China, during December 17–18, 2023. The 8 full papers in this book were carefully reviewed and selected from 14 submissions. They were organized in topical sections as follows: Practice of Edge Computing, identify emerging research topics, and define the future of Edge Computing.
Edge Computing Edge 2022
DOWNLOAD
Author : Min Luo
language : en
Publisher: Springer Nature
Release Date : 2022-12-15
Edge Computing Edge 2022 written by Min Luo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-12-15 with Computers categories.
This book constitutes the proceedings of the 6th International Conference on Edge Computing, EDGE 2022, held as part of the Services Conference Federation, SCF 2022, held in Honolulu, HI, USA, in December 2022. The 5 full and 2 short papers presented in this volume were carefully reviewed and selected from 16 submissions. The International Conference on Edge Computing (EDGE) aims to become a prime international forum for both researchers and industry practitioners to exchange the latest fundamental advances in the state of the art and practice of edge computing, identify emerging research topics, and define the future of edge computing.
Edge Computing
DOWNLOAD
Author : Fadi Al-Turjman
language : en
Publisher: Springer
Release Date : 2018-11-20
Edge Computing written by Fadi Al-Turjman and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-20 with Technology & Engineering categories.
In this book, contributors provide insights into the latest developments of Edge Computing/Mobile Edge Computing, specifically in terms of communication protocols and related applications and architectures. The book provides help to Edge service providers, Edge service consumers, and Edge service developers interested in getting the latest knowledge in the area. The book includes relevant Edge Computing topics such as applications; architecture; services; inter-operability; data analytics; deployment and service; resource management; simulation and modeling; and security and privacy. Targeted readers include those from varying disciplines who are interested in designing and deploying Edge Computing. Features the latest research related to Edge Computing, from a variety of perspectives; Tackles Edge Computing in academia and industry, featuring a variety of new and innovative operational ideas; Provides a strong foundation for researchers to advance further in the Edge Computing domain.
Artificial Intelligence For Cloud And Edge Computing
DOWNLOAD
Author : Sanjay Misra
language : en
Publisher: Springer
Release Date : 2023-01-15
Artificial Intelligence For Cloud And Edge Computing written by Sanjay Misra and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-15 with Computers categories.
This book discusses the future possibilities of AI with cloud computing and edge computing. The main goal of this book is to conduct analyses, implementation and discussion of many tools (of artificial intelligence, machine learning and deep learning and cloud computing, fog computing, and edge computing including concepts of cyber security) for understanding integration of these technologies. With this book, readers can quickly get an overview of these emerging topics and get many ideas of the future of AI with cloud, edge, and in many other areas. Topics include machine and deep learning techniques for Internet of Things based cloud systems; security, privacy and trust issues in AI based cloud and IoT based cloud systems; AI for smart data storage in cloud-based IoT; blockchain based solutions for AI based cloud and IoT based cloud systems.This book is relevent to researchers, academics, students, and professionals.
Edge Ai
DOWNLOAD
Author : Xiaofei Wang
language : en
Publisher: Springer Nature
Release Date : 2020-08-31
Edge Ai written by Xiaofei Wang and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-31 with Computers categories.
As an important enabler for changing people’s lives, advances in artificial intelligence (AI)-based applications and services are on the rise, despite being hindered by efficiency and latency issues. By focusing on deep learning as the most representative technique of AI, this book provides a comprehensive overview of how AI services are being applied to the network edge near the data sources, and demonstrates how AI and edge computing can be mutually beneficial. To do so, it introduces and discusses: 1) edge intelligence and intelligent edge; and 2) their implementation methods and enabling technologies, namely AI training and inference in the customized edge computing framework. Gathering essential information previously scattered across the communication, networking, and AI areas, the book can help readers to understand the connections between key enabling technologies, e.g. a) AI applications in edge; b) AI inference in edge; c) AI training for edge; d) edge computing for AI; and e) using AI to optimize edge. After identifying these five aspects, which are essential for the fusion of edge computing and AI, it discusses current challenges and outlines future trends in achieving more pervasive and fine-grained intelligence with the aid of edge computing.
Edge Computing A Primer
DOWNLOAD
Author : Jie Cao
language : en
Publisher: Springer
Release Date : 2018-11-13
Edge Computing A Primer written by Jie Cao and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-13 with Computers categories.
The success of the Internet of Things and rich cloud services have helped create the need for edge computing, in which data processing occurs in part at the network edge, rather than completely in the cloud. In Edge Computing: A Primer the vision and definition of Edge computing is introduced, as well as several key techniques that enable Edge computing. Then, four applications that benefit from Edge computing are presented as case studies, ranging from smart homes and public safety to medical services, followed by a discussion of several open challenges and opportunities in Edge computing. Finally, several key tools for edge computing such as virtualization and resource management are explained.
Iot And Edge Computing For Architects
DOWNLOAD
Author : Perry Lea
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-03-06
Iot And Edge Computing For Architects written by Perry Lea and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-06 with Computers categories.
Create scalable IoT and edge computing solutions with practical architectural strategies, robust communication protocols, and integrated analytics support for informed decision-making Key Features Build robust IoT and edge computing systems using real-world architectural strategies Explore a comprehensive range of technologies—from sensors and RF to cloud infrastructure and analytics Gain the insights needed to make informed technical decisions across communication protocols, security, and system design Book DescriptionIndustries are embracing IoT technologies to improve operational expenses, product life, and people's well-being. An architectural guide is needed if you want to traverse the spectrum of technologies needed to build a successful IoT system, whether that's a single device or millions of IoT devices. IoT and Edge Computing for Architects, 2E encompasses the entire spectrum of IoT solutions, from IoT sensors to the cloud. It examines modern sensor systems, focusing on their power and functionality. It also looks at communication theory, paying close attention to near-range PAN, including the new Bluetooth® 5.0 specification and mesh networks. Then, the book explores IP-based communication in LAN and WAN, including 802.11ah, 5G LTE cellular, Sigfox, and LoRaWAN. It also explains edge computing, routing and gateways, and their role in fog computing, as well as the messaging protocols of MQTT 5.0 and CoAP. With the data now in internet form, you'll get an understanding of cloud and fog architectures, including the OpenFog standards. The book wraps up the analytics portion with the application of statistical analysis, complex event processing, and deep learning models. The book then concludes by providing a holistic view of IoT security, cryptography, and shell security in addition to software-defined perimeters and blockchains.What you will learn Understand the role and scope of architecting a successful IoT deployment Scan the landscape of IoT technologies, from sensors to the cloud and more See the trade-offs in choices of protocols and communications in IoT deployments Become familiar with the terminology needed to work in the IoT space Broaden your skills in the multiple engineering domains necessary for the IoT architect Implement best practices to ensure reliability, scalability, and security in your IoT infrastructure Who this book is for This book is for architects, system designers, technologists, and technology managers who want to understand the IoT ecosphere, technologies, and trade-offs, and develop a 50,000-foot view of IoT architecture. An understanding of the architectural side of IoT is necessary.
2023 Ieee International Conference On Edge Computing And Communications Edge
DOWNLOAD
Author : IEEE Staff
language : en
Publisher:
Release Date : 2023-07-02
2023 Ieee International Conference On Edge Computing And Communications Edge written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-02 with categories.
The 2023 IEEE International Conference on Edge Computing and Communications (IEEE EDGE 2023) aims to continue to be recognized a prime international forum for both researchers and industry practitioners to exchange the latest fundamental advances in state of the art and practice of edge computing, identify emerging research topics, and define the future of edge computing IEEE EDGE 2023 will feature a comprehensive high quality technical program including research track, tutorial and demonstration IEEE EDGE 2023 will also include an attractive industry program aimed at practitioners, with keynotes and panels from prominent research, industry leaders, and technological exhibits IEEE EDGE 2023 invites original papers addressing all aspects related to edge computing theories, technologies and applications
Edge Computing Architecture Architecture And Applications For Smart Cities
DOWNLOAD
Author : Yu Chen
language : en
Publisher: BoD – Books on Demand
Release Date : 2024-12-19
Edge Computing Architecture Architecture And Applications For Smart Cities written by Yu Chen and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-19 with Computers categories.
Edge computing technology is the cornerstone of digital advancement as smarter cities and unified industries continue to rise. The book aims to provide a deep dive into state-of-the-art developments and practical uses of edge computing in the current technological scenario. The first part is focused on new architectures and presents a proposal for Autonomous and resilient Edge (AR-Edge) computing, which combines AI, Software-Defined Networks (SDN), and blockchain technologies to generate transparent networks in smart cities. It investigates how Edge Computing can augment AI applications with lower latency and computational costs. It also introduces a green computation paradigm for Internet of Medical Things (IoMT) devices that would optimize outcomes in critical areas such as robotic surgery or autonomous vehicles. The second section of the book looks at a range of application scenarios. Chapter 4 presents in-depth privacy and security features as well as real-time monitoring frameworks for the safety of smart homes using IoT to improve their facilities. Then, it examines the implications of 5G-based edge-cloud capabilities for industrial energy facilities to illustrate how they contribute toward efficiency and innovation in Industry 4.0. It also covers the strategic deployment models and dynamic pricing strategies in edge computing services, enabling system performance and economic benefits. In conclusion, it underscores the need for citizen engagement in smart cities. It opines for inclusive participation by sharing digital literacy and varied ways to build equitable solution-based urban development. The transformative power of edge computing comes from the experts who are making it happen. This book summarizes the state-of-the-art developments and future research challenges for researchers, practitioners, and policymakers on edge computing, along with major trends that need to be considered. Take a ride with us through the age of edge computing and look at all the different ways we could make our lives in cities better.