Edge Computing Patterns for Solution Architects

Edge Computing Patterns for Solution Architects

Instructor: Packt - Course Instructors

Access provided by Course Builder (Internal Testing)

11 modules

Gain insight into a topic and learn the fundamentals.

Advanced level

Recommended experience

2 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

11 modules

Gain insight into a topic and learn the fundamentals.

Advanced level

Recommended experience

2 weeks to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

What you'll learn

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

Skills you'll gain

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

11 assignments

Taught in English

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

There are 11 modules in this course

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.

What's included

2 videos5 readings1 assignment

2 videos Total 2 minutes

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

5 readings Total 65 minutes

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

1 assignment Total 10 minutes

Exploring Edge Computing Fundamentals 10 minutes

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.

What's included

1 video7 readings1 assignment

1 video Total 1 minute

Edge Architectural Components - Overview Video 1 minute

7 readings Total 80 minutes

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

1 assignment Total 10 minutes

Edge Architecture Fundamentals 10 minutes

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.

What's included

1 video6 readings1 assignment

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.

What's included

1 video5 readings1 assignment

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

What's included

1 video5 readings1 assignment

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

What's included

1 video6 readings1 assignment

1 video Total 1 minute

Data Has Weight and Inertia - Overview Video 1 minute

6 readings Total 70 minutes

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

1 assignment Total 10 minutes

Data Weight and Inertia Fundamentals 10 minutes

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.

What's included

1 video5 readings1 assignment

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

What's included

1 video3 readings1 assignment

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

What's included

1 video4 readings1 assignment

1 video Total 1 minute

Connect Judiciously but Thoughtlessly - Overview Video 1 minute

4 readings Total 70 minutes

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

1 assignment Total 10 minutes

Navigating Modern Network and Security Paradigms 10 minutes

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

What's included

1 video6 readings1 assignment

1 video Total 1 minute

Open Source Software Can Benefit You - Overview Video 1 minute

6 readings Total 70 minutes

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

1 assignment Total 10 minutes

Open Source Software Strategies and Governance 10 minutes

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