Edge Computing For Beginners A Roadmap To The Future
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Edge Computing For Beginners A Roadmap To The Future
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Author : M.B. Chatfield
language : en
Publisher:
Release Date :
Edge Computing For Beginners A Roadmap To The Future written by M.B. Chatfield and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
You've grasped the basics, now unlock the potential! Building on the foundation of "Edge Computing Simplified," this book takes you on a deeper dive into the world of edge computing, equipping you with the knowledge and skills to navigate its exciting future. Inside you'll discover: Advanced concepts: Explore different edge computing deployments, delve into cutting-edge technologies and platforms. Hands-on edge: Learn how to develop and deploy your own edge computing applications. Future-proofing your skills: Understand the critical role of security and privacy in edge computing. The road ahead: Discover how edge computing is shaping the future of society across various industries. Embrace the power of edge computing and chart your course to a successful future! Author: In his work, Chatfield is known for his ability to take complex technical topics and make them easy to understand. He is a gifted communicator who can explain even the most intricate concepts in a clear and concise way. This makes his writing and presentations a valuable resource for anyone who wants to learn more about edge computing. Chatfield is also a passionate advocate for edge computing. He believes that edge computing has the potential to revolutionize the way we use technology, and he is committed to helping others understand its benefits. Here are some of the things that make M.B. Chatfield an expert in edge computing: He is a gifted communicator. Chatfield can explain complex technical topics in a clear and concise way. He is passionate about edge computing. Chatfield believes in the potential of edge computing to revolutionize the way we use technology. He is a valuable resource for anyone who wants to understand this important new technology. #edgecomputing #futureofcomputing #iot #cloudcomputing #techexplained #edgecomputingforbeginners #makingsenseoftech #beginnersguide #edgecomputingbasics #understandedgecomputing #techforeveryone #futureofwork #smartercities #advancededgecomputing #edgecomputingapplications #developyouredgeexpertise #M.B.Chatfield
Machine Learning For Edge Computing
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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.
Future Trends In Building Management Edge Computing And Ai
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Author : Charles Nehme
language : en
Publisher: Charles Nehme
Release Date :
Future Trends In Building Management Edge Computing And Ai 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 Technology & Engineering categories.
The world of building management is undergoing a profound transformation. As urban populations grow and sustainability becomes paramount, the demand for smarter, more efficient buildings has never been greater. Traditional approaches to facility management—largely reactive and siloed—are rapidly giving way to innovative technologies that promise to revolutionize how we design, operate, and interact with our built environment. This book explores two of the most powerful forces driving this change: Edge computing and Artificial Intelligence (AI). Together, they enable buildings to become intelligent ecosystems capable of real-time decision-making, predictive maintenance, energy optimization, and enhanced occupant comfort. By processing data closer to where it is generated and applying sophisticated algorithms, these technologies unlock unprecedented opportunities for efficiency and sustainability. Drawing on the latest research, industry case studies, and practical insights, this book provides a comprehensive roadmap for facility managers, engineers, technology providers, and decision-makers eager to embrace the future of building management. From understanding foundational concepts to exploring implementation strategies and emerging trends, readers will gain a deep understanding of how Edge and AI are shaping the next generation of smart buildings. Whether you are new to smart building technologies or looking to deepen your expertise, this book aims to equip you with the knowledge and tools needed to navigate and lead in this rapidly evolving landscape. The future of buildings is intelligent, interconnected, and sustainable — and it starts here.
A Roadmap To Future Space Connectivity
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Author : Claudio Sacchi
language : en
Publisher: Springer Nature
Release Date : 2023-07-11
A Roadmap To Future Space Connectivity written by Claudio Sacchi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-11 with Technology & Engineering categories.
This book provides an overview of the latest R&D advancements in the field of ICT technologies inherent to a New Space vision. The book presents a system-level and technology-level description of future space networking and communications. The authors also expand the vision to interplanetary networks. The book spans hardware and software technologies for future space communication networks, also considering very modern paradigms like quantum technologies and Softwarization. In the book, the word “space” is intended in a wider sense than the usual “satellite communications”, including new and partially unexplored fields like quantum space communications, interplanetary communications, and extra-terrestrial Radio Access Networks (RANs). The book includes applications including Internet of Space Things, Tactile Internet/Digital twins for Space and discusses future challenges like those involved by the concept of “sustainable Space”. Provides an overview of the latest R&D advancements in the field of ICT technologies inherent to a New Space vision; Considers visions and perspectives of space technology, including a through overview of satellite communications; Presents a system-level overview of future space networking and communications.
Next Gen Digital Services A Retrospective And Roadmap For Service Computing Of The Future
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Author : Marco Aiello
language : en
Publisher: Springer Nature
Release Date : 2021-04-09
Next Gen Digital Services A Retrospective And Roadmap For Service Computing Of The Future written by Marco Aiello and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-09 with Computers categories.
This book is a festschrift in honour of Mike Papazoglou’s 65th birthday and retirement. It includes 20 contributions from leading researchers who have worked with Mike in his more than 40 years of academic research. Topics are as varied as Mike’s and include service engineering, service management, services and human, IoT, and data-driven services.
Edge Computing Acceleration
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Author : Patrick Hung
language : en
Publisher: John Wiley & Sons
Release Date : 2024-12-12
Edge Computing Acceleration written by Patrick Hung and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-12 with Technology & Engineering categories.
Discover the latest advances in computer architecture and software at the dawn of the 5G/6G era In Edge Computing Acceleration from 5G to 6G and Beyond, distinguished researchers Dr. Patrick Hung, Hongwei Kan, and Greg Knopf deliver a comprehensive overview of personal computer architecture and software design usage in the upcoming 5G decade. The authors begin by introducing key components and exploring different hardware acceleration architectures. They move on to discuss 5G data security and data integrity and offer a survey of network virtualization technologies, including accelerated virtualization technologies. The book analyzes 5G/6G system performance, investigating key design considerations and trade-offs and introducing high-level synthesis flow. It concludes with chapters exploring design verification and validation flow, illustrations of 5G applications based on artificial intelligence and other emerging technologies and offering highlights of emerging 6G research and roadmaps. Readers will enjoy the combination of accessible descriptions of new technologies presented side-by-side as a step-by-step guide to designing effective 5G systems. The book also includes: A thorough introduction to key 5G/6G components, including new wireless communication protocols, edge and fog computing, acceleration technologies, IoE architectures, software-designed networks, network function virtualization, and data security Explorations of various hardware acceleration architectures, like FPGA and GPU acceleration architectures Practical discussions of 5G/6G data security, data integrity, and a survey of network virtualization technologies In-depth treatments of 5G/6G system performance, key design considerations, high-level synthesis flow, design verification, and validation flow Perfect for undergraduate and graduate students in programs related to communications technology, engineering, and computer science, Edge Computing Acceleration from 5G to 6G and Beyond is a must-have resource for engineers, programmers, system architects, technical managers, communications business executives, telco operators, and government regulators who regularly interact with cutting-edge communications equipment.
Edge Artificial Intelligence
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Author : Parikshit Narendra Mahalle
language : en
Publisher: Elsevier
Release Date : 2025-08-01
Edge Artificial Intelligence written by Parikshit Narendra Mahalle and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-01 with Computers categories.
Edge Artificial Intelligence: Algorithms, Applications, Challenges and Ethical Issues introduces the essentials of Edge AI and machine learning. It delves into the architecture, algorithms, and applications of Edge AI, offering insights into regulation and governance. Real-world case studies and practical examples are included, providing readers with the knowledge and tools to harness the transformative power of Edge AI. This book also addresses the ethical considerations and regulatory aspects of deploying AI at the edge.In addition to offering a clear understanding of real-time decision-making, enhanced privacy, and efficient applications, this book empowers both technical and nontechnical readers by providing practical insights, case studies, and ethical considerations. It helps users implement and govern Edge AI in a responsible and effective manner. - Offers a comprehensive overview of edge computing that covers everything from the fundamentals to advanced techniques - Explores a wide range of real-world applications of Edge AI, from smart homes to healthcare and autonomous vehicles, providing practical insights and use cases - Examines the ethical considerations and regulatory aspects of Edge AI, helping readers navigate the responsible use of this technology
Artificial Intelligence And Edge Computing For Sustainable Ocean Health
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Author : Debashis De
language : en
Publisher: Springer Nature
Release Date : 2024-09-11
Artificial Intelligence And Edge Computing For Sustainable Ocean Health written by Debashis De and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-11 with Mathematics categories.
Artificial Intelligence and Edge Computing for Sustainable Ocean Health explores the transformative role of AI and edge computing in preserving and enhancing ocean health. The growing influence of Artificial Intelligence (AI), along with the Internet of Things (IoT) in generating wide coverage of sensor networks, and Edge Computing (EC) has paved the way for investigation of underwater as well as massive marine data, thereby generating huge potential for credible research opportunities for these domains. This book’s journey begins with a broad overview of Artificial Intelligence for Sustainable Ocean Health, setting the foundation for understanding AI's potential in marine conservation. The subsequent chapter, Role of Artificial Intelligence and Technologies in Improving Ocean Health in Promoting Tourism, illustrates the synergy between technological advancements and sustainable tourism practices, demonstrating how AI can enhance the attractiveness and preservation of marine destinations. The identification, restoration, and monitoring of marine resources along with the utilization of technology continues in Utilization of Underwater Wireless Sensor Network through Supervising a Random Network Environment in the Ocean Environment has been extensively dealt with. The technical challenges of underwater imaging, essential for accurate data collection and analysis has been discussed. The importance of Explainable AI is discussed in chapters like Sustainable Development Goal 14: Explainable AI (XAI) for Ocean Health, Explainable AI (XAI) for Ocean Health: Exploring the Role of Explainable AI in Enhancing Ocean Health, and A Comprehensive Study of AI (XAI) for Ocean Health Monitoring, which emphasize transparency and trust in AI systems. Further, Revolutionizing Internet of Underwater Things with Federated Learning, Underwater Drone, Underwater Imagery with AI/ML and IoT in ROV Technology and Ocean Cleanup has been demonstrated using innovative approaches to addressing underwater challenges. The book also includes a Review on the Optics and Photonics in Environmental Sustainability, focusing on the role of optics in marine conservation. Security issues are tackled in Intelligent Hash Function Based Key-Exchange Scheme for Ocean Underwater Data Transmission, and the overarching potential of AI in marine resource management is discussed in Artificial Intelligence as Key-enabler for Safeguarding the Marine Resources.
Model Optimization Methods For Efficient And Edge Ai
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Author : Pethuru Raj Chelliah
language : en
Publisher: John Wiley & Sons
Release Date : 2025-01-09
Model Optimization Methods For Efficient And Edge Ai written by Pethuru Raj Chelliah and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-09 with Computers categories.
Comprehensive overview of the fledgling domain of federated learning (FL), explaining emerging FL methods, architectural approaches, enabling frameworks, and applications Model Optimization Methods for Efficient and Edge AI explores AI model engineering, evaluation, refinement, optimization, and deployment across multiple cloud environments (public, private, edge, and hybrid). It presents key applications of the AI paradigm, including computer vision (CV) and Natural Language Processing (NLP), explaining the nitty-gritty of federated learning (FL) and how the FL method is helping to fulfill AI model optimization needs. The book also describes tools that vendors have created, including FL frameworks and platforms such as PySyft, Tensor Flow Federated (TFF), FATE (Federated AI Technology Enabler), Tensor/IO, and more. The first part of the text covers popular AI and ML methods, platforms, and applications, describing leading AI frameworks and libraries in order to clearly articulate how these tools can help with visualizing and implementing highly flexible AI models quickly. The second part focuses on federated learning, discussing its basic concepts, applications, platforms, and its potential in edge systems (such as IoT). Other topics covered include: Building AI models that are destined to solve several problems, with a focus on widely articulated classification, regression, association, clustering, and other prediction problems Generating actionable insights through a variety of AI algorithms, platforms, parallel processing, and other enablers Compressing AI models so that computational, memory, storage, and network requirements can be substantially reduced Addressing crucial issues such as data confidentiality, data access rights, data protection, and access to heterogeneous data Overcoming cyberattacks on mission-critical software systems by leveraging federated learning
Iccws 2023 18th International Conference On Cyber Warfare And Security
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Author : Richard L. Wilson
language : en
Publisher: Academic Conferences and publishing limited
Release Date : 2023-03-09
Iccws 2023 18th International Conference On Cyber Warfare And Security written by Richard L. Wilson and has been published by Academic Conferences and publishing limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-09 with Business & Economics categories.