Edge Computing With Amazon Web Services
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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.
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.
Simplifying Hybrid Cloud Adoption With Aws
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Author : Frankie Costa Negro
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-11-28
Simplifying Hybrid Cloud Adoption With Aws written by Frankie Costa Negro 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 2022-11-28 with Computers categories.
Become an expert in AWS Outposts and Hybrid architectures with in-depth explanations of the product and order processes while exploring the capabilities for creating next-generation edge solutions Key FeaturesLearn AWS Outposts from the ground up guided by an AWS hybrid edge solutions architectMaster hybrid edge concepts, use cases, and architectures and discover how AWS Outposts fits into this spaceBecome the go-to professional for designing, deploying, operating, and maintaining AWS OutpostsBook Description The hybrid edge specialty is often misunderstood because it began with an on-premises-focused view encompassing everything not running inside the traditional data center. If you too have workloads that need to live on premises and need a solution to bridge the gap between both worlds, this book will show you how AWS Outposts allows workloads to leverage the benefits of the cloud running on top of AWS technology. In this book, you'll learn what the Edge space is, the capabilities to look for when selecting a solution to operate in this realm, and how AWS Outposts delivers. The use cases for Outposts are thoroughly explained and the physical characteristics are detailed alongside the service logical constructs and facility requirements. You'll gain a comprehensive understanding of the sales process—from order placement to rack delivery to your location. As you advance, you'll explore how AWS Outposts works in real life with step-by-step examples using AWS CLI and AWS Console before concluding your journey with an extensive overview of security and business continuity for maximizing the value delivered by the product. By the end of this book, you'll be able to create compelling hybrid architectures, solve complex use cases for hybrid scenarios, and get ready for your way forward with the help of expert guidance. What you will learnDiscover the role of AWS Outposts in the hybrid edge spaceUnderstand rack components with typical use cases for AWS OutpostsExplore AWS services running on Outposts and its capabilitiesSelect, order, and successfully deploy your OutpostsWork with Outposts resources for hands-on operationsAssess logical and physical security aspects and considerationsMonitor and log configuration and usage to improve your architectureMaintain and troubleshoot hardware and software that run AWS servicesWho this book is for If you are a seasoned data center professional, this book will empower you to support businesses to build hybrid edge solutions with AWS technology. It will also help AWS Cloud professionals to master a unique offering in the AWS portfolio that takes Amazon web services beyond the regions. Familiarity with AWS services and traditional data center concepts is assumed.
Edge Computing A Primer
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Author : Jie Cao
language : en
Publisher: Springer
Release Date : 2018-11-01
Edge Computing A Primer written by Jie Cao and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-01 with Computers categories.
The success of the Internet of Things and rich cloud services have helped create the need for edge computing, in which data processing occurs in part at the network edge, rather than completely in the cloud. In Edge Computing: A Primer the vision and definition of Edge computing is introduced, as well as several key techniques that enable Edge computing. Then, four applications that benefit from Edge computing are presented as case studies, ranging from smart homes and public safety to medical services, followed by a discussion of several open challenges and opportunities in Edge computing. Finally, several key tools for edge computing such as virtualization and resource management are explained.
Aws
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Author : Aaron Hudson
language : en
Publisher: Independently Published
Release Date : 2019-11-28
Aws written by Aaron Hudson and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-28 with categories.
You Are A Click Away From Learning The Limitless Power Of Amazon Web Services (AWS) To Decide Whether It Is The Perfect Cloud Computing Solution For Your Business! The global public cloud computing market is estimated to be worth over $250 billion, with top companies setting annual cloud computing budgets of over $2 million per year, equivalent to about 1/3 of the company's IT budget. Indeed, efficient, high performing and profitable companies around the world have realized that cloud computing is the secret to massive growth and efficiency in service delivery on a global scale especially because it (cloud computing) allows data access from anywhere in the world. And at the center of it all is the world's biggest cloud computing solution, AWS, controlling over 47% of the market share, with an estimated market value of $400 billion. So what makes AWS different from all the other cloud computing solutions? Why should you adopt AWS and not any other cloud computing solution? How does AWS work? What unique benefits does AWS offer? What services does AWS offer that make it the go-to cloud computing solution for thousands of companies around the world? Can a small business adopt AWS? How do you start using AWS in your business? If you have these and any other questions about AWS, this book is for you so keep reading. It covers takes a deep and wide approach to Amazon Web Services, covering both basic and advanced stuff relating to the functionality of AWS from an end-user perspective to help you make an informed decision regarding adopting AWS for your business. More precisely, the book will teach you: What cloud computing is Why cloud computing is preferred to a dedicated server What Amazon Web Services (AWS) is How AWS compares against other cloud providers Some benefits of using AWS Some of the major services AWS provides Debunking of common myths about Amazon web storage How to set up your Amazon Web Services Account How to automate operational tasks with lambda How to manage your AWS costs And so much more Even if this is your first encounter with the AWS, don't worry; you don't need any technical knowledge to use this book, as it is written with an end-user in mind so it breaks down even the seemingly complex concepts into easy to digest points that will help you to understand AWS like the back of your hand. At the end, you will understand why AWS is regarded as the most scalable, efficient, cost effective and reliable infrastructure for deploying secured web solutions even with minimal technical knowhow and support. Don't wait... Join the fastest growing companies in the world in adopting AWS to deploy your secured web solutions NOW! Click Buy Now With 1-Click or Buy Now to get started!
Multi Access Edge Computing In Action
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Author : Dario Sabella
language : en
Publisher: CRC Press
Release Date : 2019-09-20
Multi Access Edge Computing In Action written by Dario Sabella and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-20 with Computers categories.
This book provides a complete and strategic overview of Multi-Access Edge Computing (MEC). It covers network and technology aspects, describes the market scenarios from the different stakeholders’ point of view, and analyzes deployment aspects and actions to engage the ecosystem. MEC exists in and supports a highly complex "5G world" in which technologists and non-technology decision makers must act in concert and do so within a large interconnected ecosystem of which MEC is just one, albeit an important, part. Divided into three sections, with several chapters in each, the book addresses these three key aspects: technology, markets, and ecosystems.
Big Data Machine And Deep Learning
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Author : Rajesh Kumar Mishra
language : en
Publisher: GRIN Verlag
Release Date : 2025-04-11
Big Data Machine And Deep Learning written by Rajesh Kumar Mishra and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-11 with Computers categories.
Scientific Study from the year 2025 in the subject Computer Sciences - Artificial Intelligence, , language: English, abstract: In recent times, developments in artificial intelligence (AI) and machine learning (ML) have propelled improvements in systems and control engineering. We exist in a time of extensive data, where AI and ML can evaluate large volumes of information instantly to enhance efficiency and precision in decisions based on data. In control engineering, for instance, AI algorithms can anticipate system behaviors and autonomously modify controls to enhance performance for better efficiency and dependability. ML models, with their ability to learn, consistently enhance their predictions and choices as they handle additional data, enabling systems to dynamically adjust to evolving environments and operational circumstances. This swift adjustment enhances the functions of current systems and enables the creation of groundbreaking solutions, like self-driving cars and intelligent power grids, which were previously deemed unfeasible. The rapid expansion of digital data has propelled significant advancements in Big Data analytics, Machine Learning, and Deep Learning. These technologies are increasingly integrated across industries, facilitating automated decision-making, predictive modeling, and advanced pattern recognition. This chapter provides an in-depth review of recent progress in these domains, emphasizing breakthroughs in scalable data processing frameworks, cloud and edge computing, AutoML, explainable AI, transformer architectures, self-supervised learning, and generative models. Furthermore, it explores key applications in healthcare, finance, and autonomous systems, along with challenges such as data privacy, ethical concerns, and computational constraints. The discussion concludes with future directions, highlighting the potential of federated learning, neuromorphic computing, and novel algorithmic improvements to further expand AI's impact across disciplines.
Cloud Computing
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Author : Natasha Maingi
language : en
Publisher: GRIN Verlag
Release Date : 2014-02-21
Cloud Computing written by Natasha Maingi and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-02-21 with Computers categories.
Research Paper (postgraduate) from the year 2011 in the subject Computer Science - Commercial Information Technology, grade: A, University of Kent, language: English, abstract: Computers have increasingly become the central tool for information management for governments, corporations, non-profit organizations and individuals around the globe. The emergence of the internet has only solidified this fact even more. As computers have acquired this significant and dominant role in the affairs of mankind, a plethora and wide-array of advancements in computer technology has naturally occurred. Relatively recent hardware innovations have brought the world tablet PCs, transformer pads, smartphones with extraordinary computing capabilities, and desktop PCs with unprecedented storage and processing speeds. The realm of software development has produced countless pieces of software which cover an exceedingly wide range of functions. Even so, neither software, nor hardware alone stands as the most cutting edge computing tool. Interestingly enough, it is a marriage between the two that has become the single most ground-breaking revolution in current computing. It is known as cloud computing. Although cloud computing has various security-based disadvantages which must be addressed by cloud providers as well as consumers, the solution to these disadvantages, as well as the benefits of employing cloud computing in general, greatly outweigh the disadvantages. While the notion of cloud computing has arguably been around as long as the idea of the internet itself, cloud computing as it is understood today got its kick start with companies such as Salesforce.com and Amazon Web Service which both offered online applications (Hempel, 2009; Tonellato, 2001). Witnessing the success of these two endeavors and seeing an opportunity for expansion in this realm, Google launched its own cloud computing service, Google Docs, in 2006 (Langley, 2008). Since then, countless other companies have entered the marketplace, each offering different kinds of cloud computing services. The benefits harvested from cloud computing has kept customers flocking and promises to keep them running towards the technology.
Cloud Computing
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Author : Naresh Kumar Sehgal
language : en
Publisher: Springer
Release Date : 2018-03-23
Cloud Computing written by Naresh Kumar Sehgal and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-23 with Technology & Engineering categories.
This book provides readers with an overview of Cloud Computing, starting with historical background on mainframe computers and early networking protocols, leading to current concerns such as hardware and systems security, performance, emerging areas of IoT, Edge Computing etc. Readers will benefit from the in-depth discussion of cloud computing usage and the underlying architecture, with focus on best practices for using a dynamic cloud infrastructure, cloud operations management and cloud security. The authors explain carefully the “why’s and how’s” of Cloud Computing, so engineers will find this book and invaluable introduction to the topic.
Edge Computing
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Author : Ajit Singh
language : en
Publisher: Ajit Singh
Release Date : 2024-04-15
Edge Computing written by Ajit Singh and has been published by Ajit Singh this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-15 with Computers categories.
This book features Edge Computing with respect to Mobile, IoT and IIoT technologies from evolution, architecture, implementation and standard role of IoT. All aspects have been covered with in-depth real-life and practical use cases from industry. This book covers the curriculum of the Edge Computing course at prominent global Universities / Institutions.