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Aws Greengrass For Edge Computing Solutions

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Aws Greengrass For Edge Computing Solutions

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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-09

Aws Greengrass For Edge Computing Solutions written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-09 with Computers categories.

"AWS Greengrass for Edge Computing Solutions" "AWS Greengrass for Edge Computing Solutions" is a definitive guide for architects, developers, and technology leaders aiming to harness the power of edge computing in today's distributed environments. The book opens with a solid grounding in the principles and architectural landscape of edge computing, exploring the evolution of distributed systems, technical drivers for edge deployment, fundamental design patterns, operational challenges, and the strategic differences between edge, fog, and cloud models. Real-world industry use cases illuminate how edge computing is transforming sectors from manufacturing to healthcare, underlining its business relevance and impact. Delving into the heart of AWS IoT Greengrass, the book offers comprehensive coverage of the platform’s internal architecture, secure device identity mechanisms, resource management, and local-to-cloud message routing. Readers are guided through techniques for mass provisioning, automated deployments, robust upgrade strategies, and disaster recovery—all critical for scaling and maintaining resilient edge fleets. The text offers advanced instruction on developing edge applications using Lambda and containers, with a strong emphasis on operational automation, dependency management, secure local resource access, and efficient testing and simulation methodologies. Security and compliance are given detailed attention, with practical guidance on certificate-based authentication, data encryption, zero trust principles, regulatory frameworks such as GDPR and HIPAA, as well as techniques for ongoing security monitoring and response. The book also addresses cutting-edge topics such as edge data analytics, machine learning inference, interoperability in heterogeneous environments, and holistic fleet management. Looking forward, it explores the future of edge innovation, including AI at the edge, 5G connectivity, zero-touch fleets, open-source trends, and the sustainability impact of global edge deployments. Whether deploying at scale or building for tomorrow’s intelligent edge, this resource equips readers to architect, secure, and optimize world-class edge solutions with AWS Greengrass.

Aws Greengrass For Edge Computing Solutions

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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-09

Intelligent Workloads At The Edge

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Author : Indraneel Mitra
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-01-14

Intelligent Workloads At The Edge written by Indraneel Mitra and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-14 with Computers categories.

Explore IoT, data analytics, and machine learning to solve cyber-physical problems using the latest capabilities of managed services such as AWS IoT Greengrass and Amazon SageMaker Key FeaturesAccelerate your next edge-focused product development with the power of AWS IoT GreengrassDevelop proficiency in architecting resilient solutions for the edge with proven best practicesHarness the power of analytics and machine learning for solving cyber-physical problemsBook Description The Internet of Things (IoT) has transformed how people think about and interact with the world. The ubiquitous deployment of sensors around us makes it possible to study the world at any level of accuracy and enable data-driven decision-making anywhere. Data analytics and machine learning (ML) powered by elastic cloud computing have accelerated our ability to understand and analyze the huge amount of data generated by IoT. Now, edge computing has brought information technologies closer to the data source to lower latency and reduce costs. This book will teach you how to combine the technologies of edge computing, data analytics, and ML to deliver next-generation cyber-physical outcomes. You'll begin by discovering how to create software applications that run on edge devices with AWS IoT Greengrass. As you advance, you'll learn how to process and stream IoT data from the edge to the cloud and use it to train ML models using Amazon SageMaker. The book also shows you how to train these models and run them at the edge for optimized performance, cost savings, and data compliance. By the end of this IoT book, you'll be able to scope your own IoT workloads, bring the power of ML to the edge, and operate those workloads in a production setting. What you will learnBuild an end-to-end IoT solution from the edge to the cloudDesign and deploy multi-faceted intelligent solutions on the edgeProcess data at the edge through analytics and MLPackage and optimize models for the edge using Amazon SageMakerImplement MLOps and DevOps for operating an edge-based solutionOnboard and manage fleets of edge devices at scaleReview edge-based workloads against industry best practicesWho this book is for This book is for IoT architects and software engineers responsible for delivering analytical and machine learning–backed software solutions to the edge. AWS customers who want to learn and build IoT solutions will find this book useful. Intermediate-level experience with running Python software on Linux is required to make the most of this book.

Edge Computing With Amazon Web Services

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Author : Sean Howard
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-02-29

Edge Computing With Amazon Web Services written by Sean Howard and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Computers categories.

Build scalable, cost-effective, high-performance, and secure architectures using AWS Outposts, AWS Local Zones, AWS Wavelength, and AWS Snow services guided by best practices and practical examples Key Features Take advantage of the opportunities and challenges arising from the exponential growth of connected devices Use AWS edge compute services to extend your applications to wherever they are needed Follow guided tutorials for building an IIoT gateway and a distributed edge application with AWS services Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe surge in connected edge devices has driven organizations to capitalize on the opportunities presented by the massive amounts of data generated by these devices. However, adapting to this landscape demands significant changes in application architectures. This book serves as your guide to edge computing fundamentals, shedding light on the constraints and risks inherent in selecting solutions within this domain. You’ll explore an extensive suite of edge computing services from AWS, gaining insights into when and how to use AWS Outposts, AWS Wavelength, AWS Local Zones, AWS Snow Family, and AWS IoT Greengrass. With detailed use cases, technical requirements, and architectural patterns, you’ll master the practical implementation of these services and see how they work in real life through step-by-step examples, using the AWS CLI and AWS Management Console. To conclude, you’ll delve into essential security and operational considerations to maximize the value delivered by AWS services. By the end of this book, you'll be ready to design powerful edge computing architectures and handle complex edge computing use cases across multiple AWS services.What you will learn Overcome network challenges faced at the near and far edge Leverage services in over 450 points of presence at the edge of the AWS global backbone Deploy edge solutions in disconnected scenarios using AWS Snow Family Build multi-access edge (MEC) solutions with 5G and AWS Wavelength Reduce latency for your users with AWS Local Zones Configure AWS Snowcone as an IIoT gateway with AWS IoT Greengrass Extend your AWS VPC into your on-premise data center with AWS Outposts Deploy distributed applications for core, near, and far edge cloud services Who this book is for This book is designed for cloud architects, cloud engineers, solutions architects, and IoT architects tasked with building edge compute solutions using AWS. If you want to master the full range of edge computing services offered by AWS, this book is for you. A basic understanding of AWS services and networking is assumed.

Aws Certified Cloud Developer Associate

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

Aws Certified Cloud Developer Associate 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 Computers 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 Operational Excellence

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

Aws Certified Operational Excellence 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

Aws Cloud Practitioner Exam Guide

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Author : Gabriele Mastrapasqua
language : en
Publisher: BPB Publications
Release Date : 2025-05-07

Aws Cloud Practitioner Exam Guide written by Gabriele Mastrapasqua and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-07 with Computers categories.

DESCRIPTION Amazon Web Services (AWS) stands as the preeminent cloud computing platform, offering a comprehensive suite of services for diverse technological requirements. This AWS Cloud Practitioner Exam Guide serves as a structured and rigorous resource for comprehending the foundational principles of AWS and effectively preparing for the Cloud Practitioner Certification examination. This guide introduces core cloud computing paradigms, the Global Infrastructure of AWS encompassing regions, Availability Zones, and content delivery mechanisms via CloudFront and Edge Locations. It examines cloud deployment, the AWS Well-Architected Framework for resilient, scalable solutions, and secure access via IAM. Essential compute (EC2, Lambda), storage (S3, EBS), databases (RDS, DynamoDB), networking (VPC), security, event-driven architectures (SQS, SNS), monitoring (CloudWatch), infrastructure automation (CloudFormation), cost management, advanced identity (Cognito), and other AWS offerings for exam preparation are also covered. It also covers event-driven architectures with SQS and SNS, monitoring with CloudWatch, automation via CloudFormation, cost management, advanced identity with Cognito, and key AWS services aligned with exam goals. Upon completing this guide, you'll gain a solid foundation in AWS services and concepts, preparing you to confidently pass the AWS Cloud Practitioner exam and articulate key cloud value propositions. This book is your step-by-step path to launching a career in cloud engineering, solutions architecture, DevOps, or cloud support. WHAT YOU WILL LEARN ● Implementing AWS security best practices, encryption, key management, compliance, and auditing. ● Content delivery with CloudFront, event-driven architectures using SQS and SNS messaging. ● Monitoring AWS resources with CloudWatch and infrastructure automation using CloudFormation and CDK. ● Cloud fundamentals, AWS Global Infrastructure, deployment models, and the Well-Architected Framework. ● Core AWS compute services like EC2 instances, containers with ECS, and serverless Lambda. ● Relational (RDS, Aurora) and NoSQL (DynamoDB) database services and analytical tools (Redshift). WHO THIS BOOK IS FOR This book is designed for individuals seeking to understand AWS fundamentals and those aiming to enhance their existing AWS knowledge for certification purposes. No prior AWS or technical experience is needed, making it ideal for both beginners and professionals looking to build and validate foundational cloud skills. TABLE OF CONTENTS 1. Cloud Introduction 2. AWS Global Infrastructures and Main Services 3. AWS Identity Access Management 4. AWS Compute Services 5. AWS Storage Services 6. AWS Database Services 7. AWS Networking 8. AWS Security 9. AWS Content Delivery and Global Applications 10. AWS Events and Messages 11. AWS Cloud Monitoring 12. AWS Cloud Deployment and IaC 13. AWS Billing and Organizations 14. AWS Advanced Identity Services 15. Machine Learning and Other AWS Services 16. Preparing for the Exam

Designing Production Grade And Large Scale Iot Solutions

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Author : Mohamed Abdelaziz
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-05-26

Designing Production Grade And Large Scale Iot Solutions written by Mohamed Abdelaziz and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-26 with Computers categories.

Get to grips with key IoT aspects along with modern trends, architectures, and technologies that support IoT solutions, such as cloud computing, modern app architecture paradigms, and data analytics Key Features Understand the big picture of designing production-grade IoT solutions from an industry expert Get up and running with the development and designing aspects of the Internet of Things Solve business problems specific to your domain using different IoT platforms and technologies Book DescriptionWith the rising demand for and recent enhancements in IoT, a developer with sound knowledge of IoT is the need of the hour. This book will help you design, build, and operate large-scale E2E IoT solutions to transform your business and products, increase revenue, and reduce operational costs. Starting with an overview of how IoT technologies can help you solve your business problems, this book will be a useful guide to helping you implement end-to-end IoT solution architecture. You'll learn to select IoT devices; real-time operating systems; IoT Edge covering Edge location, software, and hardware; and the best IoT connectivity for your IoT solution. As you progress, you'll work with IoT device management, IoT data analytics, IoT platforms, and put these components to work as part of your IoT solution. You'll also be able to build IoT backend cloud from scratch by leveraging the modern app architecture paradigms and cloud-native technologies such as containers and microservices. Finally, you'll discover best practices for different operational excellence pillars, including high availability, resiliency, reliability, security, cost optimization, and high performance, which should be applied for large-scale production-grade IoT solutions. By the end of this IoT book, you'll be confident in designing, building, and operating IoT solutions.What you will learn Understand the detailed anatomy of IoT solutions and explore their building blocks Explore IoT connectivity options and protocols used in designing IoT solutions Understand the value of IoT platforms in building IoT solutions Explore real-time operating systems used in microcontrollers Automate device administration tasks with IoT device management Master different architecture paradigms and decisions in IoT solutions Build and gain insights from IoT analytics solutions Get an overview of IoT solution operational excellence pillars Who this book is for This book is for E2E solution architects, systems and technical architects, and IoT developers looking to design, build, and operate E2E IoT applications and solutions. Basic knowledge of cloud computing, software engineering, and distributed system design will help you get the most out of this book.

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.

Artificial Intelligence And Machine Learning For Edge Computing

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Author : Rajiv Pandey
language : en
Publisher: Academic Press
Release Date : 2022-04-26

Artificial Intelligence And Machine Learning For Edge Computing written by Rajiv Pandey and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-26 with Science categories.

Artificial Intelligence and Machine Learning for Predictive and Analytical Rendering in Edge Computing focuses on the role of AI and machine learning as it impacts and works alongside Edge Computing. Sections cover the growing number of devices and applications in diversified domains of industry, including gaming, speech recognition, medical diagnostics, robotics and computer vision and how they are being driven by Big Data, Artificial Intelligence, Machine Learning and distributed computing, may it be Cloud Computing or the evolving Fog and Edge Computing paradigms. Challenges covered include remote storage and computing, bandwidth overload due to transportation of data from End nodes to Cloud leading in latency issues, security issues in transporting sensitive medical and financial information across larger gaps in points of data generation and computing, as well as design features of Edge nodes to store and run AI/ML algorithms for effective rendering. - Provides a reference handbook on the evolution of distributed systems, including Cloud, Fog and Edge Computing - Integrates the various Artificial Intelligence and Machine Learning techniques for effective predictions at Edge rather than Cloud or remote Data Centers - Provides insight into the features and constraints in Edge Computing and storage, including hardware constraints and the technological/architectural developments that shall overcome those constraints

Aws Greengrass For Edge Computing Solutions

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