Real-World Edge Computing
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內容簡介
Learn how to use Linux Foundation's LF Edge Open Horizon project to scale the deployment of your edge application and workload solution in a production environment
Key Features:
- Explore historical trends, industries, use cases, and the evolving ecosystem of edge computing
- Build your skills to recognize common issues that can derail a successful edge project
- Understand the symbiotic relationship between edge computing and application-centric networking
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description:
Edge computing holds vast potential to revolutionize industries, yet its implementation poses unique challenges. Written by industry veterans Rob High and Sanjeev Gupta, this comprehensive guide bridges the gap between theory and practice. Distilling expertise from their combined decades of experience in edge computing and hybrid cloud mesh solutions, this book equips software developers and DevOps teams with the knowledge and skills needed to deploy edge solutions at scale in production environments. It also explores foundational standards and introduces key factors that may impede the scaling of edge solutions.
While edge computing draws from the successes of cloud computing, crucial distinctions separate the two. High and Gupta elucidate these distinctions, helping you grasp the nuanced dynamics of edge-computing ecosystems. With a focus on leveraging Open Horizon to overcome pitfalls and optimize performance, this book will help you confidently navigate the intricacies of constructing and deploying resilient edge solutions in real-world production settings.
By the end of this book, you'll have acquired a deep understanding of essential success factors for building and deploying robust edge solutions in real-world production settings, leveraging Open Horizon for scalable edge deployments.
What You Will Learn:
- Identify prevalent challenges in edge projects
- Use Open Horizon to address project issues
- Optimize Open Horizon functionality effectively
- Debug and resolve field issues with precision
- Deploy AI/ML models on edge devices seamlessly
- Enhance team productivity in Edge project management
- Implement best practices for organizing all your edge projects
Who this book is for:
This book is for software engineers and DevOps teams aiming to optimize their edge solutions. Whether you're already developing edge solutions or in the planning stages, this book equips you with insights to mitigate risks and enhance viability. Catering to various experience levels, it offers valuable guidance on understanding the nuances between cloud and edge computing.
Table of Contents
- Fundamentals of Edge Computing
- Practicalities of Edge Computing
- Designing and Building Edge Software
- Edge Container Platforms
- Application Placement and Lifecycle Management
- Installing an Edge Agent on an Edge Node
- Registering an Edge Node
- Using the Open Horizon CLI and API
- Autonomous and Flexible Management of Edge Services
- Managing Edge Scale with Policy-Based Workload Placement
- Machine Learning Workload and Model Deployment
- Security at the Edge
- Network Connectivity at the Edge
- Building a Real-World Example Application
- Troubleshooting at the Edge
- Follow-On Topics
- Using the IBM Edge Application Manager Web UI
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