Data Fabric And Data Mesh Approaches With Ai
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Data Fabric And Data Mesh Approaches With Ai
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Author : Eberhard Hechler
language : en
Publisher: Apress
Release Date : 2023-04-08
Data Fabric And Data Mesh Approaches With Ai written by Eberhard Hechler and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-08 with Computers categories.
Understand modern data fabric and data mesh concepts using AI-based self-service data discovery and delivery capabilities, a range of intelligent data integration styles, and automated unified data governance—all designed to deliver "data as a product" within hybrid cloud landscapes. This book teaches you how to successfully deploy state-of-the-art data mesh solutions and gain a comprehensive overview on how a data fabric architecture uses artificial intelligence (AI) and machine learning (ML) for automated metadata management and self-service data discovery and consumption. You will learn how data fabric and data mesh relate to other concepts such as data DataOps, MLOps, AIDevOps, and more. Many examples are included to demonstrate how to modernize the consumption of data to enable a shopping-for-data (data as a product) experience. By the end of this book, you will understand the data fabric concept and architecture as it relates to themes such as automated unified data governance and compliance, enterprise information architecture, AI and hybrid cloud landscapes, and intelligent cataloging and metadata management. What You Will Learn Discover best practices and methods to successfully implement a data fabric architecture and data mesh solution Understand key data fabric capabilities, e.g., self-service data discovery, intelligent data integration techniques, intelligent cataloging and metadata management, and trustworthy AI Recognize the importance of data fabric to accelerate digital transformation and democratize data access Dive into important data fabric topics, addressing current data fabric challenges Conceive data fabric and data mesh concepts holistically within an enterprise context Become acquainted with the business benefits of data fabric and data mesh Who This Book Is For Anyone who is interested in deploying modern data fabric architectures and data mesh solutions within an enterprise, including IT and business leaders, data governance and data office professionals, data stewards and engineers, data scientists, and information and data architects. Readers should have a basic understanding of enterprise information architecture.
Leveraging Advanced Technologies Business Model Innovation And The Future
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Author : Bahaaeddin Alareeni
language : en
Publisher: Springer Nature
Release Date : 2025-07-30
Leveraging Advanced Technologies Business Model Innovation And The Future written by Bahaaeddin Alareeni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-30 with Technology & Engineering categories.
This book examines how next-generation tools such as artificial intelligence, blockchain, and the Internet of Things are transforming not only the way companies operate, but also how they create value, define strategy, and drive growth. As emerging technologies reshape the business landscape, innovation has become a necessity rather than a choice. It offers an in-depth exploration of the evolving business model innovation landscape, combining diverse methodologies and real-world industry cases to illustrate the powerful intersection of technology and strategic transformation. Through practical insights, evidence-based analysis, and compelling case studies, this book equips decision-makers to adapt, innovate, and lead in a rapidly evolving digital environment. What You’ll Discover: !-- [if !supportLists]--· !--[endif]--The role of AI, blockchain, and IoT in reinventing business models !-- [if !supportLists]--· !--[endif]--Frameworks and strategies for leveraging disruptive technologies !-- [if !supportLists]--· !--[endif]--Policy and managerial insights to guide innovation in practice !-- [if !supportLists]--· !--[endif]--Case studies illustrating sector-specific applications and outcomes !-- [if !supportLists]--· !--[endif]--Multidisciplinary research perspectives supporting innovation management Ideal for scholars, professionals, executives, and policymakers, this book delivers the tools, clarity, and inspiration needed to navigate the future of business with confidence and creativity.
Database And Expert Systems Applications
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Author : Christine Strauss
language : en
Publisher: Springer Nature
Release Date : 2024-08-16
Database And Expert Systems Applications written by Christine Strauss and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-16 with Computers categories.
The two-volume set LNCS 14910 and 14911 constitutes the proceedings of the 35th International Conference on Database and Expert Systems Applications, DEXA 2024, which took place in Naples, Italy, in August 2024. The 27 full and 20 short papers included in the proceedings set were carefully reviewed and selected from 102 submissions. They were organized in topical sections as follows: Part I: Financial and economic data analysis; graph theory and network analysis; database management and query optimization; machine learning and large language models; recommender systems and personalization; Part II: Blockchain and supply management; data mining and knowledge discovery; spatiotemporal data and mobility analysis; computer vision and image processing; data security and privacy; database indexing and query processing; specialized applications and case studies.
Iot Edge Intelligence
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Author : Souvik Pal
language : en
Publisher: Springer Nature
Release Date : 2024-06-03
Iot Edge Intelligence written by Souvik Pal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-03 with Technology & Engineering categories.
This book explores fundamental and advanced concepts related to the AI-enabled Edge Technology paradigm, also known as Edge Intelligence, within the framework of the Internet of Things (IoT). Expanding the application of Edge computing is increasingly necessary. This can involve exploring automated, intelligent computational learning theorems, and ANN-oriented, trustworthy machine learning perspectives to enhance computational intelligence. The book functions as a valuable resource for professionals in the sector and also acts as a comprehensive learning tool for newcomers in the field of AI-enabled Edge Technologies and their applications, covering both fundamental and advanced concepts. This book uses data and network engineering and intelligent decision support system-by-design principles to design a reliable IoT edge-cloud ecosystem and to implement cyber-physical pervasive infrastructure solutions. The book will help readers understand the design architecture and AI algorithms and learn analytics through IoT edge, device-edge and the state-of-the-art in cloud-IoT countermeasures. The book is a valuable reference for anyone doing undergraduate or postgraduate studies, conducting research, or working in the computer science, information technology, electronics engineering, and complicated mathematical modeling domains.
Subject Oriented Business Process Management Models For Designing Digital Transformations
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Author : Matthes Elstermann
language : en
Publisher: Springer Nature
Release Date : 2024-10-29
Subject Oriented Business Process Management Models For Designing Digital Transformations written by Matthes Elstermann and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-29 with Computers categories.
This book constitutes the refereed post proceedings of the 15th International Conference on Subject-Oriented Business Process Management, S-BPM ONE 2024, held in Weiden, Germany, during May 21–22, 2024. The 14 full papers and 8 short papers included in this book were carefully reviewed and selected from 30 submissions. These papers have been organized in the following topical sections: Processes And Data; Subject-Oriented Modeling, Philosophy, and Technology; Processes and Sustainability; Good Process Practices.
Knowledge Discovery Knowledge Engineering And Knowledge Management
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Author : Frans Coenen
language : en
Publisher: Springer Nature
Release Date : 2025-05-02
Knowledge Discovery Knowledge Engineering And Knowledge Management written by Frans Coenen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-02 with Computers categories.
This book constitutes the refereed proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2023, held in Rome, Italy, during November 13-15, 2023. The 9 full papers and 8 short papers included in this book were carefully reviewed and selected from 166 submissions. They were organized in topical sections as follows: knowledge discovery and information retrieval; knowledge engineering and ontology development; knowledge management and information systems.
Multidisciplinary Approaches In Ai Creativity Innovation And Green Collaboration
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Author : Fields, Ziska
language : en
Publisher: IGI Global
Release Date : 2023-05-01
Multidisciplinary Approaches In Ai Creativity Innovation And Green Collaboration written by Fields, Ziska and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-01 with Science categories.
Creativity must be turned into innovation that adds value and leads to strategic action. Innovation is often associated with Silicon Valley, expensive research and development departments, and expensive commercialization that primarily benefits a small portion of the world’s population. A small portion of the world’s population working together to solve wicked green problems is not enough either. Green creativity and eco-innovation are necessary to help solve green problems by making products and services available and affordable to the masses. Multidisciplinary Approaches in AI, Creativity, Innovation, and Green Collaboration focuses on the importance of green creativity, eco-innovation, and collaboration to create a more sustainable world. It builds on the available literature and joint expertise in the field of management while providing further research opportunities in this dynamic field. Covering topics such as eco-leadership, green marketing, and social responsibility communication, this premier reference source is a comprehensive and timely resource for government officials, decision makers, business leaders and executives, students and educators of higher education, librarians, researchers, and academicians.
Information Systems For Intelligent Systems
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Author : Chakchai So In
language : en
Publisher: Springer Nature
Release Date : 2025-04-30
Information Systems For Intelligent Systems written by Chakchai So In and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-30 with Computers categories.
This book includes selected papers presented at the World Conference on Information Systems for Business Management (ISBM 2024), held in Bangkok, Thailand, on September 12–13, 2024. It covers up-to-date cutting-edge research on data science, information systems, infrastructure and computational systems, engineering systems, business information systems, and smart secure systems.
Computational Neurosurgery
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Author : Antonio Di Ieva
language : en
Publisher: Springer Nature
Release Date : 2024-11-10
Computational Neurosurgery written by Antonio Di Ieva and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-10 with Science categories.
This comprehensive and authoritative reference presents the state-of-the-art computational methods applied to the field of neurosurgery. The book brings together leading neuroscientists, neurosurgeons, mathematicians, computer scientists, engineers, ethicists and lawyers, to open the new frontier of computational neurosurgery to a broad audience interested in the translational field of the application of computational models, such as deep learning, to the study of the brain and the practical applications of neurosurgery. The focus is primarily clinical, and there is a solid foundation of research aspects. With forewords by Michael L.J. Apuzzo and Enrico Coiera, the book is organized into 2 sections: (1) tenets of computational modeling, artificial intelligence, computational analysis, and analysis software; (2) computational neurosurgery applications, including neurodiagnostics, neuro-oncology, vascular neurosurgery, all the neurosurgical disciplines, surgical approaches, intraoperative applications, and ethics and legal aspects.
Enterprise Architecture In The Age Of A I
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Author : Ian Loe
language : en
Publisher: Ian Loe
Release Date : 2024-09-17
Enterprise Architecture In The Age Of A I written by Ian Loe and has been published by Ian Loe this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-17 with Computers categories.
"Enterprise Architecture in the Age of AI: Challenges and Opportunities" is a strategic guide that explores how Artificial Intelligence (AI) is transforming Enterprise Architecture (EA) to create smarter, more agile, and data-driven organisations. The book provides an overview of AI’s impact on EA frameworks, roles, and responsibilities, offering insights into building AI-ready architectures, integrating AI with existing systems, and leveraging AI for enhanced decision-making and automation. It addresses the opportunities and challenges of AI-driven EA, including AI governance, ethics, and risk management, and presents a suggested roadmap for AI integration. Ideal for enterprise architects, IT leaders, and digital transformation professionals, this book equips readers with the knowledge and tools needed to harness AI to drive innovation in a rapidly evolving digital landscape.