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Edge Computing - D. Dharani - Bog - Taylor & Francis Ltd - Plusbog.dk

Machine Learning for Edge Computing - - Bog - Taylor & Francis Ltd - Plusbog.dk

Machine Learning for Edge Computing - - Bog - Taylor & Francis Ltd - Plusbog.dk

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.

DKK 884.00
1

Applied Edge AI - R.i. Minu - Bog - Taylor & Francis Ltd - Plusbog.dk

Applied Edge AI - R.i. Minu - Bog - Taylor & Francis Ltd - Plusbog.dk

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

DKK 1042.00
1

Secure Edge Computing - - Bog - Taylor & Francis Ltd - Plusbog.dk

Secure Edge Computing - - Bog - Taylor & Francis Ltd - Plusbog.dk

The internet is making our daily life as digital as possible and this new era is called the Internet of Everything (IoE). Edge computing is an emerging data analytics concept that addresses the challenges associated with IoE. More specifically, edge computing facilitates data analysis at the edge of the network instead of interacting with cloud-based servers. Therefore, more and more devices need to be added in remote locations without any substantial monitoring strategy. This increased connectivity and the devices used for edge computing will create more room for cyber criminals to exploit the system’s vulnerabilities. Ensuring cyber security at the edge should not be an afterthought or a huge challenge. The devices used for edge computing are not designed with traditional IT hardware protocols. There are diverse-use cases in the context of edge computing and Internet of Things (IoT) in remote locations. However, the cyber security configuration and software updates are often overlooked when they are most needed to fight cyber crime and ensure data privacy. Therefore, the threat landscape in the context of edge computing becomes wider and far more challenging. There is a clear need for collaborative work throughout the entire value chain of the network. In this context, this book addresses the cyber security challenges associated with edge computing, which provides a bigger picture of the concepts, techniques, applications, and open research directions in this area. In addition, the book serves as a single source of reference for acquiring the knowledge on the technology, process and people involved in next generation computing and security. It will be a valuable aid for researchers, higher level students and professionals working in the area.

DKK 995.00
1

Advancing Edge Artificial Intelligence - Dave Marples - Bog - River Publishers - Plusbog.dk

Advancing Edge Artificial Intelligence - Dave Marples - Bog - River Publishers - Plusbog.dk

The intersection of AI, the Internet of Things (IoT) and edge computing has kindled the edge AI revolution that promises to redefine how we perceive and interact with the physical world through intelligent devices. Edge AI moves intelligence from the network centre to the devices at its edge, entrusting these endpoints to analyse data locally, make decisions, and provide real-time responses. Recent advances in power-efficient high-performance embedded silicon make edge AI a viable proposition, albeit one requiring new distributed architectures and novel design concepts. Moving decision-making closer to the edge makes responses faster and systems more reliable, while the constant pressure to reduce network bandwidth demand and the need to contain spiralling data storage and operations costs help justify the engineering investment necessary to embrace this new paradigm. Moving to decentralised operation opens the door to a multitude of novel applications, covering immersive technologies and autonomous systems across fields as diverse as healthcare and industrial automation, personal assistance and prognostics, surgery, and process control. In the best tradition of systems engineering, the first stage of this transition process is understanding the application domain for edge AI deployment, the ""system context"". This book presents some key topics and early thinking from the EdgeAI* project, covering data backhaul technologies, lifecycle management, mechanisms for developing AIs at the edge and techniques for interacting with those AIs. It provides examples of application domains before concluding with a review of how edge AI systems can be understood by their users. It also examines and presents new results based on current investigations and activities in edge AI technologies, considering the future trends in autonomic systems, hyperautomation, AI engineering, generative AI, connectivity, and cybersecurity mesh. This book aims to empower the reader with the knowledge and insights needed to understand and embrace the transformative power of edge AI technology. The extensively referenced chapters, contributed by experts and thought leaders in the field, are recommended to anyone interested in developing edge AI systems. *Edge AI Technologies for Optimised Performance Embedded Processing" (EdgeAI) Key Digital Technologies (KDT) Joint Undertaking (JU) European research project. https://https://edge-ai-tech.eu/

DKK 948.00
1

Edge-AI in Healthcare - - Bog - Taylor & Francis Ltd - Plusbog.dk

Rhinology and Endoscopic Skull Base Surgery - - Bog - Thieme Medical Publishers Inc - Plusbog.dk

Federated Learning Over Wireless Edge Networks - Dusit Niyato - Bog - Springer International Publishing AG - Plusbog.dk

Fog and Edge Computing - - Bog - John Wiley & Sons Inc - Plusbog.dk

Fog and Edge Computing - - Bog - John Wiley & Sons Inc - Plusbog.dk

A comprehensive guide to Fog and Edge applications, architectures, and technologies Recent years have seen the explosive growth of the Internet of Things (IoT): the internet-connected network of devices that includes everything from personal electronics and home appliances to automobiles and industrial machinery. Responding to the ever-increasing bandwidth demands of the IoT, Fog and Edge computing concepts have developed to collect, analyze, and process data more efficiently than traditional cloud architecture. Fog and Edge Computing: Principles and Paradigms provides a comprehensive overview of the state-of-the-art applications and architectures driving this dynamic field of computing while highlighting potential research directions and emerging technologies. Exploring topics such as developing scalable architectures, moving from closed systems to open systems, and ethical issues rising from data sensing, this timely book addresses both the challenges and opportunities that Fog and Edge computing presents. Contributions from leading IoT experts discuss federating Edge resources, middleware design issues, data management and predictive analysis, smart transportation and surveillance applications, and more. A coordinated and integrated presentation of topics helps readers gain thorough knowledge of the foundations, applications, and issues that are central to Fog and Edge computing. This valuable resource: Provides insights on transitioning from current Cloud-centric and 4G/5G wireless environments to Fog ComputingExamines methods to optimize virtualized, pooled, and shared resourcesIdentifies potential technical challenges and offers suggestions for possible solutionsDiscusses major components of Fog and Edge computing architectures such as middleware, interaction protocols, and autonomic managementIncludes access to a website portal for advanced online resources Fog and Edge Computing: Principles and Paradigms is an essential source of up-to-date information for systems architects, developers, researchers, and advanced undergraduate and graduate students in fields of computer science and engineering.

DKK 1015.00
1

Blockchain-enabled Fog and Edge Computing: Concepts, Architectures and Applications - - Bog - Taylor & Francis Ltd - Plusbog.dk

Blockchain-enabled Fog and Edge Computing: Concepts, Architectures and Applications - - Bog - Taylor & Francis Ltd - Plusbog.dk

This comprehensive book unveils the working relationship of blockchain and the fog/edge computing. The contents of the book have been designed in such a way that the reader will not only understand blockchain and fog/edge computing but will also understand their co-existence and their collaborative power to solve a range of versatile problems. The first part of the book covers fundamental concepts and the applications of blockchain-enabled fog and edge computing. These include: Internet of Things, Tactile Internet, Smart City; and E-challan in the Internet of Vehicles. The second part of the book covers security and privacy related issues of blockchain-enabled fog and edge computing. These include, hardware primitive based Physical Unclonable Functions; Secure Management Systems; security of Edge and Cloud in the presence of blockchain; secure storage in fog using blockchain; and using differential privacy for edge-based Smart Grid over blockchain. This book is written for students, computer scientists, researchers and developers, who wish to work in the domain of blockchain and fog/edge computing. One of the unique features of this book is highlighting the issues, challenges, and future research directions associated with Blockchain-enabled fog and edge computing paradigm. We hope the readers will consider this book a valuable addition in the domain of Blockchain and fog/edge computing.

DKK 782.00
1

Beyond Edge Cities - Richard D. Bingham - Bog - Taylor & Francis Inc - Plusbog.dk

The Global Edge - Ariel C. Armony - Bog - University of California Press - Plusbog.dk

Mobile Edge Computing and Communications - Aaron Yi Ding - Bog - John Wiley & Sons Inc - Plusbog.dk

Mobile Edge Computing and Communications - Aaron Yi Ding - Bog - John Wiley & Sons Inc - Plusbog.dk

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: Provides a comprehensive walkthrough of mobile edge computing and communications Includes detailed analysis of current edge applications and technology foundationPresents information on driving forces and future directions of MECProvides an authentic source of information from industry experts to drive the future of computing 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.

DKK 927.00
1

Edge-of-Things in Personalized Healthcare Support Systems - - Bog - Elsevier Science & Technology - Plusbog.dk

Edge Computing and Capability-Oriented Architecture - Boris Scholl - Bog - Taylor & Francis Ltd - Plusbog.dk

Edge Computing and Capability-Oriented Architecture - Boris Scholl - Bog - Taylor & Francis Ltd - Plusbog.dk

Fueled by ubiquitous computing ambitions, the edge is at the center of confluence of many emergent technological trends such as hardware-rooted trust and code integrity, 5G, data privacy and sovereignty, blockchains and distributed ledgers, ubiquitous sensors and drones, autonomous systems and real-time stream processing. Hardware and software pattern maturity have reached a tipping point so that scenarios like smart homes, smart factories, smart buildings, smart cities, smart grids, smart cars, smart highways are in reach of becoming a reality. While there is a great desire to bring born-in-the-cloud patterns and technologies such as zero-downtime software and hardware updates/upgrades to the edge, developers and operators alike face a unique set of challenges due to environmental differences such as resource constraints, network availability and heterogeneity of the environment. The first part of the book discusses various edge computing patterns which the authors have observed, and the reasons why these observations have led them to believe that there is a need for a new architectural paradigm for the new problem domain. Edge computing is examined from the app designer and architect’s perspectives. When they design for edge computing, they need a new design language that can help them to express how capabilities are discovered, delivered and consumed, and how to leverage these capabilities regardless of location and network connectivity. Capability-Oriented Architecture is designed to provide a framework for all of these. This book is for everyone who is interested in understanding what ubiquitous and edge computing means, why it is growing in importance and its opportunities to you as a technologist or decision maker. The book covers the broad spectrum of edge environments, their challenges and how you can address them as a developer or an operator. The book concludes with an introduction to a new architectural paradigm called capability-based architecture, which takes into consideration the capabilities provided by an edge environment. .

DKK 835.00
1

Political Theology on Edge - - Bog - Fordham University Press - Plusbog.dk

Political Theology on Edge - - Bog - Fordham University Press - Plusbog.dk

In Political Theology on Edge, the discourse of political theology is seen as situated on an edge—that is, on the edge of a world that is grappling with global warming, a brutal form of neoliberal capitalism, protests against racism and police brutality, and the COVID-19 pandemic. This edge is also a form of eschatology that forces us to imagine new ways of being religious and political in our cohabitation of a fragile and shared planet. Each of the essays in this volume attends to how climate change and our ecological crises intersect and interact with more traditional themes of political theology. While the tradition of political theology is often associated with philosophical responses to the work of Carl Schmitt—and the critical attempts to disengage religion from his rightwing politics—the contributors to this volume are informed by Schmitt but not limited to his perspectives. They engage and transform political theology from the standpoint of climate change, the politics of race, and non-Christian political theologies including Islam and Sikhism. Important themes include the Anthropocene, ecology, capitalism, sovereignty, Black Lives Matter, affect theory, continental philosophy, destruction, and suicide. This book features world renowned scholars and emerging voices that together open up the tradition of political theology to new ideas and new ways of thinking. Contributors: Gil Anidjar, Balbinder Singh Bhogal, J. Kameron Carter, William E. Connolly, Kelly Brown Douglas, Seth Gaiters, Lisa Gasson-Gardner, Winfred Goodwin, Lawrence Hillis, Mehmet Karabela, Michael Northcott, Austin Roberts, Noëlle Vahanian, Larry L. Welborn

DKK 917.00
1

Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications - - Bog - John Wiley & Sons Inc - Plusbog.dk

Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications - - Bog - John Wiley & Sons Inc - Plusbog.dk

A practical guide to the design, implementation, evaluation, and deployment of emerging technologies for intelligent IoT applications With the rapid development in artificially intelligent and hybrid technologies, IoT, edge, fog-driven, and pervasive computing techniques are becoming important parts of our daily lives. This book focuses on recent advances, roles, and benefits of these technologies, describing the latest intelligent systems from a practical point of view. Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications is also valuable for engineers and professionals trying to solve practical, economic, or technical problems. With a uniquely practical approach spanning multiple fields of interest, contributors cover theory, applications, and design methodologies for intelligent systems. These technologies are rapidly transforming engineering, industry, and agriculture by enabling real-time processing of data via computational, resource-oriented metaheuristics and machine learning algorithms. As edge/fog computing and associated technologies are implemented far and wide, we are now able to solve previously intractable problems. With chapters contributed by experts in the field, this book: Describes Machine Learning frameworks and algorithms for edge, fog, and pervasive computingConsiders probabilistic storage systems and proven optimization techniques for intelligent IoTCovers 5G edge network slicing and virtual network systems that utilize new networking capacityExplores resource provisioning and bandwidth allocation for edge, fog, and pervasive mobile applicationsPresents emerging applications of intelligent IoT, including smart farming, factory automation, marketing automation, medical diagnosis, and more Researchers, graduate students, and practitioners working in the intelligent systems domain will appreciate this book’s practical orientation and comprehensive coverage. Intelligent IoT is revolutionizing every industry and field today, and Fog, Edge, and Pervasive Computing in Intelligent IoT Driven Applications provides the background, orientation, and inspiration needed to begin.

DKK 883.00
1