Industrial Edge Computing
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Industrial Edge Computing
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Author : Xiaobo Zhou
language : en
Publisher: Springer Nature
Release Date : 2024-08-22
Industrial Edge Computing written by Xiaobo Zhou and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-22 with Computers categories.
This book serves as a pivotal guide for professionals and researchers within the industrial computing domain, offering an extensive examination of edge computing in industrial environments. Tailored for individuals possessing a foundational understanding of industrial computing systems, it aims to augment their knowledge concerning the role and capabilities of edge computing in this dynamically evolving sector. In an era where real-time, reliable, and scalable computing solutions are of paramount importance, traditional cloud computing models grapple with challenges such as latency, bandwidth limitations, data sovereignty, and privacy concerns. This book positions edge computing as a crucial evolution in industrial data processing and analytics, specifically addressing these challenges. It introduces a distinctive three-layer industrial edge computing architecture that integrates device, edge, and application layers, explicitly designed to accommodate the intricacies of the Industrial Internet of Things (IIoT). Beyond elucidating the theoretical foundations of edge computing, the book delves into its practical applications, with a particular emphasize on edge-assisted model inference as a key scenario. It offers insightful case studies and discussions on the integration of edge computing with artificial intelligence (AI), illustrating how this collaboration is revolutionizing industrial systems. A comprehensive understanding of the material is facilitated by a background in computer science, industrial engineering, IoT, and cloud computing.
Mobility Support In Industrial Edge Computing For Latency Critical Applications
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Author : Keerthana Govindaraj
language : en
Publisher:
Release Date : 2024
Mobility Support In Industrial Edge Computing For Latency Critical Applications written by Keerthana Govindaraj and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with categories.
Industrial Internet
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Author : China Info & Comm Tech Grp Corp
language : en
Publisher: Springer Nature
Release Date : 2020-09-18
Industrial Internet written by China Info & Comm Tech Grp Corp and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-18 with Computers categories.
This book discusses the birth and background of the Industrial Internet, clarifying its definition and structure, and reviewing the related development trends in China and around the globe, mainly in terms of policies, networks, platforms, security, application and standards. Lastly, it provides insights into the integration of the Industrial Internet with a series of next-gen information technologies, such as time sensitive networking, 5G, edge computing, blockchain and artificial intelligence. Intended for researchers and industrial practitioners who have been following the evolution of and trends in the Industrial Internet, the book is also a valuable reference resource for practitioners, scholars, and technical and engineering managers at various levels and in various fields.
Applied Edge Ai
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Author : Pethuru Raj
language : en
Publisher: CRC Press
Release Date : 2022-04-05
Applied Edge Ai written by Pethuru Raj and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-05 with Computers categories.
The strategically sound combination of edge computing and artificial intelligence (AI) results in a series of distinct innovations and disruptions enabling worldwide enterprises to visualize and realize next-generation software products, solutions and services. Businesses, individuals, and innovators are all set to embrace and experience the sophisticated capabilities of Edge AI. With the faster maturity and stability of Edge AI technologies and tools, the world is destined to have a dazzling array of edge-native, people-centric, event-driven, real-time, service-oriented, process-aware, and insights-filled services. Further on, business workloads and IT services will become competent and cognitive with state-of-the-art Edge AI infrastructure modules, AI algorithms and models, enabling frameworks, integrated platforms, accelerators, high-performance processors, etc. The Edge AI paradigm will help enterprises evolve into real-time and intelligent digital organizations. Applied Edge AI: Concepts, Platforms, and Industry Use Cases focuses on the technologies, processes, systems, and applications that are driving this evolution. It examines the implementation technologies; the products, processes, platforms, patterns, and practices; and use cases. AI-enabled chips are exclusively used in edge devices to accelerate intelligent processing at the edge. This book examines AI toolkits and platforms for facilitating edge intelligence. It also covers chips, algorithms, and tools to implement Edge AI, as well as use cases. FEATURES The opportunities and benefits of intelligent edge computing Edge architecture and infrastructure AI-enhanced analytics in an edge environment Encryption for securing information An Edge AI system programmed with Tiny Machine learning algorithms for decision making An improved edge paradigm for addressing the big data movement in IoT implementations by integrating AI and caching to the edge Ambient intelligence in healthcare services and in development of consumer electronic systems Smart manufacturing of unmanned aerial vehicles (UAVs) AI, edge computing, and blockchain in systems for environmental protection Case studies presenting the potential of leveraging AI in 5G wireless communication
Industrial Iot Edge Computing Vendors Overview
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Author : Francisco Maroto
language : en
Publisher:
Release Date : 2019-06-09
Industrial Iot Edge Computing Vendors Overview written by Francisco Maroto and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-09 with categories.
As the Internet of Things proliferates, businesses face a growing need to analyse data from sources at the edge of a network, whether IoT devices, gateways, or IoT sensors. Edge computing provides new possibilities in IoT applications. Edge computing delivers tangible value in both consumer and industrial IoT use cases. That's why there are huge opportunities for vendors at all levels of the technology stack.
Edge Computing Revolutionizing Data Processing In The Iot Era
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Author : Charles Nehme
language : en
Publisher: Charles Nehme
Release Date :
Edge Computing Revolutionizing Data Processing In The Iot Era written by Charles Nehme and has been published by Charles Nehme this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
In the age of unprecedented technological innovation, the Internet of Things (IoT) is transforming industries and redefining how we interact with our environment. From smart homes and autonomous vehicles to connected factories and healthcare solutions, IoT devices generate massive amounts of data every second. The challenge lies not only in capturing and analyzing this data but in doing so with speed, efficiency, and security. Enter edge computing, a paradigm shift that addresses the limitations of centralized data processing. By bringing computation and storage closer to the data source, edge computing enables faster response times, reduces network bandwidth requirements, and enhances the reliability of critical applications. In an era where milliseconds can mean the difference between success and failure—especially in fields like telemedicine, autonomous driving, and industrial automation—edge computing emerges as a vital enabler of modern innovation. This book is a journey into the world of edge computing, exploring its architecture, applications, and transformative potential. It is designed for professionals, students, and enthusiasts eager to understand how this technology works and how it is shaping the future. Whether you're an engineer seeking practical insights, a decision-maker evaluating its business value, or a curious reader intrigued by its possibilities, this book will provide the clarity and depth you need. As we stand on the cusp of a new technological era, edge computing offers a glimpse into what lies ahead—a world where data is processed not just quickly, but intelligently, and as close to the source as possible. It is my hope that this book equips you with the knowledge to leverage this groundbreaking technology and inspires you to be part of the edge computing revolution.
Edge Computing For Iot Architectures Use Cases And Innovations
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Author : Dr. Deepsubhra Guha Roy
language : en
Publisher: Pen and Paper Academy
Release Date : 2025-01-31
Edge Computing For Iot Architectures Use Cases And Innovations written by Dr. Deepsubhra Guha Roy and has been published by Pen and Paper Academy this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Antiques & Collectibles categories.
"Edge Computing for IoT: Architectures, Use Cases, and Innovations" is a comprehensive guide that explores the dynamic intersection of Edge Computing and the Internet of Things (IoT). Authored by experts in the field, the book delves into cutting-edge architectures, real-world applications, and emerging innovations shaping the future of IoT. This book provides a detailed analysis of Edge Computing, highlighting its role in enhancing efficiency, reducing latency, and optimizing data processing at the network's edge. Through practical use cases and insightful discussions, readers will gain a profound understanding of how edge computing transforms industries such as healthcare, smart cities, manufacturing, and beyond. Written by leading academicians and researchers, the book is an essential resource for students, professionals, and researchers looking to explore the technological advancements and business applications of Edge Computing in IoT.
Industrial Artificial Intelligence Technologies And Application
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Author : Ovidiu Vermesan
language : en
Publisher:
Release Date : 2023-02
Industrial Artificial Intelligence Technologies And Application written by Ovidiu Vermesan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02 with Artificial intelligence categories.
This book overviews the latest research results and activities in industrial artificial intelligence technologies and applications based on the innovative research, developments and ideas generated by the ECSEL JU AI4DI, ANDANTE and TEMPO projects.
Cases On Edge Computing
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Author : Paranthaman Ambika
language : en
Publisher: Engineering Science Reference
Release Date : 2020-09
Cases On Edge Computing written by Paranthaman Ambika and has been published by Engineering Science Reference this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09 with Edge computing categories.
"This book provides a practical approach to edge computing and analytics, its architecture and the building blocks for edge computing implementations. It address many characteristics of edge computing, such as key drivers for implementation, computing capabilities, use-cases, etc. case studies "--
Intelligent Industrial Internet Systems
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Author : Wanchun Dou
language : en
Publisher: Springer Nature
Release Date : 2023-11-20
Intelligent Industrial Internet Systems written by Wanchun Dou and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-20 with Computers categories.
In the process of transforming modern manufacturing into intelligent manufacturing, more and more manufacturing processes are being deployed digitally on the Internet. As a novel digital industrial infrastructure and new application ecology, Industrial Internet could integrate the novel information and communication technology into various industrial manufacturing processes, through the safe and reliable intelligent interconnection of factors concerning people, machines and things. It aims at significantly improving the digitalization, networking and intelligence of manufacturing processes through the comprehensive interconnection of all manufacturing factors. To deploy and run traditional manufacturing processes on Industrial Internet efficiently, corresponding digital technical means are called for. These technical means play an important role in many potential applications of intelligent manufacturing, e.g. integrating product lifecycle data, strengthening industrial chain cooperation, providing decision-making service information oriented on the production organization process, and providing data support for product optimization and upgrading. This book focuses on the theory, techniques and means for integrating intelligent Industrial Internet applications deployed via mobile edge computing. Concretely, it mainly studies the intelligent theory, techniques and means from a problem-driven and demand-driven perspective, which supports collaborative design, agile manufacturing, remote operation and maintenance on Industrial Internet. These technologies primarily include Industrial Internet-centric intelligent resource scheduling methods, various types of industrial data privacy protection, intelligent version management technologies supporting digital twin applications, various data mining algorithms for intelligent execution of business processes, etc. Given its scope, the book offers a valuable theoretical and technical resource for project managers, technical developers, researchers, educators and students at colleges and universities.