Real-World Edge Computing: Scale, secure, and succeed in the realm of edge computing with Open Horizon
High, Robert, Gupta, Sanjeev
- 出版商: Packt Publishing
- 出版日期: 2024-06-28
- 售價: $1,870
- 貴賓價: 9.5 折 $1,777
- 語言: 英文
- 頁數: 296
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1835885845
- ISBN-13: 9781835885840
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商品描述
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
商品描述(中文翻譯)
學習如何使用 Linux Foundation 的 LF Edge Open Horizon 專案,在生產環境中擴展邊緣應用程式和工作負載解決方案的部署
主要特點:
- 探索歷史趨勢、行業、使用案例以及不斷演變的邊緣計算生態系統
- 建立識別常見問題的技能,以避免成功的邊緣專案受到干擾
- 理解邊緣計算與以應用程式為中心的網路之間的共生關係
- 購買印刷版或 Kindle 版書籍可獲得免費 PDF 電子書
書籍描述:
邊緣計算擁有顛覆行業的巨大潛力,但其實施面臨獨特挑戰。本書由行業資深人士 Rob High 和 Sanjeev Gupta 撰寫,這本全面的指南彌補了理論與實踐之間的差距。提煉他們在邊緣計算和混合雲網狀解決方案方面數十年的專業知識,本書為軟體開發人員和 DevOps 團隊提供了在生產環境中大規模部署邊緣解決方案所需的知識和技能。它還探討了基礎標準,並介紹了可能妨礙邊緣解決方案擴展的關鍵因素。
雖然邊緣計算借鑒了雲計算的成功,但兩者之間存在重要區別。High 和 Gupta 解釋了這些區別,幫助您理解邊緣計算生態系統的微妙動態。本書專注於利用 Open Horizon 克服陷阱並優化性能,將幫助您自信地駕馭在現實生產環境中構建和部署韌性邊緣解決方案的複雜性。
在本書結束時,您將深入了解在現實生產環境中構建和部署穩健邊緣解決方案的基本成功因素,並利用 Open Horizon 進行可擴展的邊緣部署。
您將學到的內容:
- 識別邊緣專案中的常見挑戰
- 使用 Open Horizon 解決專案問題
- 有效優化 Open Horizon 功能
- 精確調試和解決現場問題
- 在邊緣設備上無縫部署 AI/ML 模型
- 提升邊緣專案管理中的團隊生產力
- 實施最佳實踐以組織所有邊緣專案
本書適合對象:
本書適合希望優化其邊緣解決方案的軟體工程師和 DevOps 團隊。無論您是已經在開發邊緣解決方案還是處於規劃階段,本書都將為您提供減輕風險和增強可行性的見解。針對不同經驗水平的讀者,提供了有關理解雲計算與邊緣計算之間細微差異的寶貴指導。
目錄:
- 邊緣計算基礎
- 邊緣計算的實務
- 設計和構建邊緣軟體
- 邊緣容器平台
- 應用程式放置和生命週期管理
- 在邊緣節點上安裝邊緣代理
- 註冊邊緣節點
- 使用 Open Horizon CLI 和 API
- 邊緣服務的自主和靈活管理
- 基於政策的工作負載放置管理邊緣擴展
- 機器學習工作負載和模型部署
- 邊緣的安全性
- 邊緣的網路連接
- 構建現實世界範例應用程式
- 邊緣的故障排除
- 後續主題
- 使用 IBM Edge Application Manager 網頁介面