Edge Computing Patterns for Solution Architects

Edge Computing Patterns for Solution Architects

位教师：Packt - Course Instructors

访问权限由 Coursera Learning Team 提供

11个模块

深入了解一个主题并学习基础知识。

高级设置等级

推荐体验

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

11个模块

深入了解一个主题并学习基础知识。

高级设置等级

推荐体验

2 周完成

在 10 小时一周

灵活的计划

自行安排学习进度

您将学到什么

Distinguish edge concepts and their varying definitions across audiences
Explore industry-specific architecture patterns for tailored solutions
Analyze proven edge computing archetypes for real-world scalability

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要了解的详细信息

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作业

11 项作业

授课语言：英语（English）

了解顶级公司的员工如何掌握热门技能

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Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有11个模块

Edge computing is transforming how modern enterprises deliver data-driven services, bridging the gap between centralized cloud infrastructures and decentralized edge environments. This course provides a deep understanding of the architectural patterns and design principles needed to create resilient, scalable, and high-performance distributed systems.

Through practical exploration, learners will master strategies to design and deploy edge solutions across hybrid and multi-cloud ecosystems. They’ll gain hands-on knowledge of how to balance workloads, manage latency-sensitive applications, and apply industry-tested best practices to real-world use cases. What makes this course unique is its pattern-based approach, built around real-world examples, automation principles, and scalability considerations. It connects theoretical frameworks with proven architectures, ensuring learners can apply what they learn directly to complex enterprise environments. This course is designed for solution architects, enterprise architects, and IT professionals experienced in cloud computing who want to specialize in edge solution design. A foundational understanding of cloud architecture concepts is recommended to get the most from this course.

In this section, we define edge computing terminology, categorize edge scenarios, and explore deployment tactics to enhance collaboration and architectural decision-making.

涵盖的内容

2个视频5篇阅读材料1个作业

2个视频总计2分钟

Course Overview Video 1分钟
Our View of Edge Computing - Overview Video 1分钟

5篇阅读材料总计65分钟

Introduction 20分钟
Are the Edge and the Cloud Extremes of the Same Thing 15分钟
Your Computer or Mine? Tactics for Service Deployment 10分钟
Cloud-out Versus Edge-in 10分钟
Introducing Archetype Patterns 10分钟

1个作业总计10分钟

Exploring Edge Computing Fundamentals 10分钟

In this section, we examine edge components, their roles, and non-functional requirements (NFRs) to design efficient, low-latency edge-native applications for distributed systems.

涵盖的内容

1个视频7篇阅读材料1个作业

1个视频总计1分钟

Edge Architectural Components - Overview Video 1分钟

7篇阅读材料总计80分钟

Introduction 10分钟
Functional Requirements 10分钟
Non-functional Requirements 20分钟
Edge Device Specifications and Protocols 10分钟
Architectural Decisions 10分钟
Network 10分钟
Server/cluster 10分钟

1个作业总计10分钟

Edge Architecture Fundamentals 10分钟

In this section, we explore edge device hub patterns, container use in constrained devices, and disconnected operations to optimize IoT solutions for efficiency and cost-effectiveness.

涵盖的内容

1个视频6篇阅读材料1个作业

In this section, we examine network edge architecture, focusing on NFV, SDN, MEC, and their role in enhancing 5G and edge computing services through virtualization and cloud-native solutions.

涵盖的内容

1个视频5篇阅读材料1个作业

In this section, we examine end-to-end edge architectures, IT and OT convergence, and industry-specific scenarios.

涵盖的内容

1个视频5篇阅读材料1个作业

In this section, we examine data encryption, storage policies, and data states for secure edge computing.

涵盖的内容

1个视频6篇阅读材料1个作业

1个视频总计1分钟

Data Has Weight and Inertia - Overview Video 1分钟

6篇阅读材料总计70分钟

Introduction 20分钟
Ensuring That Data Modifications Are Noticeable 10分钟
Usage Options Ranging from Real to Synthetic Data 10分钟
Using Data to Build Machine Learning (ML) Models 10分钟
Using General-Purpose Platforms Rather Than Single-Purpose Applications 10分钟
Aggregating Data Versus Keeping It Distributed 10分钟

1个作业总计10分钟

Data Weight and Inertia Fundamentals 10分钟

In this section, we explore automation for edge device deployment, scalable workflows for IT and OT, and AI-driven security to enhance operational efficiency and consistency.

涵盖的内容

1个视频5篇阅读材料1个作业

In this section, we explore edge monitoring strategies, network performance metrics, and observability frameworks to ensure reliable distributed system operations.

涵盖的内容

1个视频3篇阅读材料1个作业

In this section, we explore application-directed networking, Zero Trust principles, and secure edge configurations to enhance developer agility and operational efficiency.

涵盖的内容

1个视频4篇阅读材料1个作业

1个视频总计1分钟

Connect Judiciously but Thoughtlessly - Overview Video 1分钟

4篇阅读材料总计70分钟

Introduction 10分钟
What Slows Down Application Deployment on the Edge 20分钟
Zero Trust or as Close as You Can Get 20分钟
Overlay, Underlay, and Shared Responsibilities 20分钟

1个作业总计10分钟

Navigating Modern Network and Security Paradigms 10分钟

In this section, we explore strategies to manage open source risks and contribute without losing intellectual property.

涵盖的内容

1个视频6篇阅读材料1个作业

1个视频总计1分钟

Open Source Software Can Benefit You - Overview Video 1分钟

6篇阅读材料总计70分钟

Introduction 20分钟
Creating and Supporting an Open Source Program Office (OSPO) 10分钟
Let Others Share Your Load 10分钟
How to Nurture and Assist Projects You Rely On 10分钟
Common Objections 10分钟
Let the Cat Out of the Bag Successfully Open Source Your Course and Documentation 10分钟

1个作业总计10分钟

Open Source Software Strategies and Governance 10分钟

In this section, we explore edge-native best practices, design antifragile applications, and develop strategies for graceful recovery from edge failures.