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Fast And Scalable Cloud Data Management

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Fast And Scalable Cloud Data Management

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Author : Felix Gessert
language : en
Publisher: Springer Nature
Release Date : 2020-05-15

Fast And Scalable Cloud Data Management written by Felix Gessert and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-15 with Computers categories.

The unprecedented scale at which data is both produced and consumed today has generated a large demand for scalable data management solutions facilitating fast access from all over the world. As one consequence, a plethora of non-relational, distributed NoSQL database systems have risen in recent years and today’s data management system landscape has thus become somewhat hard to overlook. As another consequence, complex polyglot designs and elaborate schemes for data distribution and delivery have become the norm for building applications that connect users and organizations across the globe – but choosing the right combination of systems for a given use case has become increasingly difficult as well. To help practitioners stay on top of that challenge, this book presents a comprehensive overview and classification of the current system landscape in cloud data management as well as a survey of the state-of-the-art approaches for efficient data distribution and delivery to end-user devices. The topics covered thus range from NoSQL storage systems and polyglot architectures (backend) over distributed transactions and Web caching (network) to data access and rendering performance in the client (end-user). By distinguishing popular data management systems by data model, consistency guarantees, and other dimensions of interest, this book provides an abstract framework for reasoning about the overall design space and the individual positions claimed by each of the systems therein. Building on this classification, this book further presents an application-driven decision guidance tool that breaks the process of choosing a set of viable system candidates for a given application scenario down into a straightforward decision tree.

Cloud And Edge Networking

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Author : Kamel Haddadou
language : en
Publisher: John Wiley & Sons
Release Date : 2024-01-04

Cloud And Edge Networking written by Kamel Haddadou 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 2024-01-04 with Computers categories.

A major transformation in the world of networks is underway, as the focus shifts from physical technology to software-based solutions. In this book, the authors present this new generation of networks that are based in the Cloud by detailing the transition from a complex environment to a simple digital infrastructure. This infrastructure brings together connected devices, the antennas that collect radio waves, the optical fibers that carry signals and the data center that handles all of the different processes. From this perspective, the data center becomes the brain, managing network services, controls, automation, intelligence, security and other applications. This architecture is relevant to carrier networks, the Internet of Things, enterprise networks and the global networks of the major Internet companies. Cloud and Edge Networking further discusses developments at the border of networks, the Edge, where data is processed as near as possible to the source. Over the next ten years, the Edge will become a major strategic factor.

Designing Scalable Fault Tolerant Distributed Systems For Cloud Storage And Data Management

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Author : Vignesh Natarajan Prof Dr. Punit Goel
language : en
Publisher: DeepMisti Publication
Release Date : 2025-01-16

Designing Scalable Fault Tolerant Distributed Systems For Cloud Storage And Data Management written by Vignesh Natarajan Prof Dr. Punit Goel and has been published by DeepMisti Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-16 with Computers categories.

In an increasingly connected world, where data powers innovation and fuels decision-making, the importance of reliable and scalable distributed systems cannot be overstated. From cloud storage solutions to complex data management platforms, these systems form the backbone of modern computing, enabling businesses to handle massive data volumes while ensuring high availability, fault tolerance, and performance. Yet, designing and implementing such systems is a challenging task, requiring a deep understanding of distributed architectures, fault-tolerant mechanisms, and cloud-native principles. Designing Scalable, Fault-Tolerant Distributed Systems for Cloud Storage and Data Management is a comprehensive guide for engineers, architects, and technology leaders seeking to master the art of building robust distributed systems in the cloud. This book is structured to provide both theoretical foundations and practical insights, covering: • Core principles of distributed systems, including consistency, partitioning, replication, and fault tolerance. • Architectures and design patterns for building scalable cloud storage solutions. • Best practices for achieving fault tolerance, disaster recovery, and high availability. • Tools, frameworks, and cloud platforms that support distributed systems development, such as Kubernetes, Cassandra, and AWS S3. • Case studies illustrating real-world implementations and lessons learned from industry leaders. Throughout this journey, you’ll learn how to address key challenges such as managing eventual consistency, ensuring secure data access, and optimizing for both cost and performance. Whether you’re developing systems for real-time analytics, content delivery, or large-scale data processing, this book offers actionable strategies to meet the demands of today’s distributed environments. As cloud computing continues to evolve, so too must the strategies for building distributed systems. With the rise of multi-cloud deployments, edge computing, and advanced machine learning applications, the ability to design systems that are scalable, resilient, and fault-tolerant is more crucial than ever. This book is more than a technical guide—it is a companion for those who aspire to push the boundaries of what’s possible with distributed systems. By the end, you’ll not only understand the fundamental principles but also possess the confidence to design and implement systems that meet the rigorous demands of the modern digital economy. Authors

Aws Certified Big Data Specialty Bds C01

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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date :

Aws Certified Big Data Specialty Bds C01 written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on with Study Aids categories.

Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics and Science. Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com

Designing Data Intensive Applications

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Author : Martin Kleppmann
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2017-03-16

Designing Data Intensive Applications written by Martin Kleppmann and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-16 with Computers categories.

Data is at the center of many challenges in system design today. Difficult issues need to be figured out, such as scalability, consistency, reliability, efficiency, and maintainability. In addition, we have an overwhelming variety of tools, including relational databases, NoSQL datastores, stream or batch processors, and message brokers. What are the right choices for your application? How do you make sense of all these buzzwords? In this practical and comprehensive guide, author Martin Kleppmann helps you navigate this diverse landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications. Peer under the hood of the systems you already use, and learn how to use and operate them more effectively Make informed decisions by identifying the strengths and weaknesses of different tools Navigate the trade-offs around consistency, scalability, fault tolerance, and complexity Understand the distributed systems research upon which modern databases are built Peek behind the scenes of major online services, and learn from their architectures

Neural Information Processing Models And Applications

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Author : Kevin K.W. Wong
language : en
Publisher: Springer
Release Date : 2010-11-18

Neural Information Processing Models And Applications written by Kevin K.W. Wong and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-18 with Computers categories.

The two volume set LNCS 6443 and LNCS 6444 constitutes the proceedings of the 17th International Conference on Neural Information Processing, ICONIP 2010, held in Sydney, Australia, in November 2010. The 146 regular session papers presented were carefully reviewed and selected from 470 submissions. The papers of part I are organized in topical sections on neurodynamics, computational neuroscience and cognitive science, data and text processing, adaptive algorithms, bio-inspired algorithms, and hierarchical methods. The second volume is structured in topical sections on brain computer interface, kernel methods, computational advance in bioinformatics, self-organizing maps and their applications, machine learning applications to image analysis, and applications.

Data Management At Scale

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Author : Piethein Strengholt
language : en
Publisher:
Release Date : 2022

Data Management At Scale written by Piethein Strengholt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with Database design categories.

As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today's world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it available to others. With this practical book, you'll learn how to design a next-gen data architecture that takes into account the scale you need for your organization. Executives, architects and engineers, analytics teams, and compliance and governance staff will learn how to build a next-gen data landscape. Author Piethein Strengholt provides blueprints, principles, observations, best practices, and patterns to get you up to speed.

Transforming Agriculture For The Digital Age Integrating Artificial Intelligence Cloud Computing And Big Data Solutions For Sustainable And Smart Farming Systems

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Author : Sathya Kannan
language : en
Publisher: Deep Science Publishing
Release Date : 2025-06-06

Transforming Agriculture For The Digital Age Integrating Artificial Intelligence Cloud Computing And Big Data Solutions For Sustainable And Smart Farming Systems written by Sathya Kannan and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-06 with Technology & Engineering categories.

Agriculture stands at the threshold of a digital transformation that promises to reshape how food is grown, managed, and distributed across the globe. Transforming Agriculture for the Digital Age: Integrating Artificial Intelligence, Cloud Computing, and Big Data Solutions for Sustainable and Smart Farming Systems delves into this pivotal shift, offering a comprehensive exploration of how emerging technologies are being harnessed to revolutionize the agricultural sector. In the face of mounting global challenges—including climate change, resource scarcity, population growth, and supply chain disruptions—traditional farming methods are no longer sufficient. The integration of Artificial Intelligence (AI), Cloud Computing, and Big Data offers powerful tools to optimize crop yields, enhance soil health, monitor weather patterns, reduce waste, and make farming more resilient and sustainable. This book is a reflection of the urgent need to modernize agriculture through precision and intelligence. Designed for agricultural scientists, technologists, policymakers, entrepreneurs, and students, this volume provides insights into the practical applications of smart farming technologies. It presents case studies, technological frameworks, and forward-looking strategies that demonstrate how data-driven decision-making is enabling real-time insights and automation across the agricultural value chain—from farm to fork. By examining innovations such as AI-powered crop monitoring, cloud-based farm management platforms, and predictive analytics for resource optimization, the book emphasizes a critical message: the future of agriculture is not only digital but also deeply sustainable and inclusive. It highlights the importance of bridging the digital divide and ensuring that smallholder and rural farmers also benefit from technological advancements. As we move into an era where food security, environmental sustainability, and technological innovation intersect, this book aims to serve as a foundational guide and an inspiration to those shaping the future of smart agriculture.

Aws Certified Internet Of Things Iot Specialty

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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2024-10-26

Aws Certified Internet Of Things Iot Specialty written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-26 with Study Aids categories.

Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com

Aws Certified Cloud Storage Expert

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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date :

Aws Certified Cloud Storage Expert written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Fast And Scalable Cloud Data Management

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