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Advanced Techniques in Embedded Software Testing

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Advanced Techniques in Embedded Software Testing

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Advanced level

Recommended experience

3 hours to complete
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Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

3 hours to complete
Flexible schedule
Learn at your own pace

There are 3 modules in this course

Advanced Techniques in Embedded Software Testing is an advanced-level course designed for engineers, testers, and technical leads working with safety-critical or high-reliability embedded systems. As embedded applications become more complex and time-sensitive, validating their correctness, performance, and resilience requires more than standard testing—it demands a rigorous, layered approach.

In this course, you'll explore advanced testing strategies such as fault injection, real-time constraint validation, hardware-in-the-loop (HIL) testing, and performance benchmarking. Through short videos, real-world case studies (like the Toyota acceleration failure and Ariane 5 software bug), hands-on labs, and expert coaching, you'll learn how to uncover subtle defects, assess system safety, and implement tests that hold up in real-world edge cases. You’ll also practice interpreting logs, coverage reports, and failure traces to make informed decisions about system readiness. Whether you're validating life-saving medical devices or high-stakes automotive systems, this course will help you build test strategies that go beyond functional correctness—to deliver true reliability.

In this lesson, you’ll apply advanced testing methods to evaluate the stability and reliability of embedded systems under stress. You'll learn how to design and execute fault injection plans, benchmark real-time performance, and measure code coverage to uncover gaps in your test strategy. Through industry case studies and hands-on planning labs, you'll begin to build testing behaviors that go beyond checking functionality—and toward validating safety, durability, and edge-case resilience.

What's included

4 videos2 readings1 assignment

4 videosTotal 12 minutes
  • Introduction and Welcome2 minutes
  • Why Basic Testing Isn't Enough: The Case for Advanced Methods3 minutes
  • Fault Injection in Safety-Critical Systems4 minutes
  • Fault Injection Scenario Challenge – What Would You Inject?3 minutes
2 readingsTotal 11 minutes
  • Welcome to the Course: Course Overview5 minutes
  • Test Layers in Embedded Systems: From Unit to System-Level 6 minutes
1 assignmentTotal 20 minutes
  • HOL-Design a Fault Injection and Performance Test Plan20 minutes

This lesson explores how to test embedded systems that operate under strict timing and hardware interaction constraints. You'll learn how to identify issues like timing jitter, race conditions, and missed interrupts using real-time benchmarks and Hardware-in-the-Loop (HIL) validation strategies. With practical frameworks and simulations, you'll gain the skills to evaluate full-system behavior in safety-critical environments, even when hardware or timing variations introduce subtle, high-impact bugs.

What's included

4 videos1 reading1 assignment

4 videosTotal 22 minutes
  • Real-Time Behavior: Timing, Jitter, and Testing Breakdown6 minutes
  • HIL Testing: Architecting a High-Fidelity Test Setup4 minutes
  • When to Use HIL vs. Simulation vs. Software Mocking7 minutes
  • Ariane 5: The Cost of Timing Mismatch in Mission-Critical Systems5 minutes
1 readingTotal 5 minutes
  • Scheduling Determinism and Temporal Validation Techniques5 minutes
1 assignmentTotal 10 minutes
  • HOL- Draft a Real-Time HIL Test Architecture and Validation Flow10 minutes

Embedded test execution is only part of the equation—what you do with the results is where critical insight emerges. In this final lesson, you’ll practice interpreting log data, trace outputs, and coverage reports to identify system risks, bottlenecks, and design flaws. You’ll use structured frameworks to prioritize test outcomes based on impact and safety implications, and then synthesize your learning into a complete embedded test strategy ready for professional deployment.

What's included

2 videos1 reading3 assignments

2 videosTotal 8 minutes
  • Making Test Results Actionable: Logs, Traces, and Trends4 minutes
  • Medical Device Recalls: The Dangers of Misinterpreting Coverage4 minutes
1 readingTotal 5 minutes
  • How to Identify Safety Gaps from Test Coverage Reports5 minutes
3 assignmentsTotal 115 minutes
  • Assessment30 minutes
  • HOL- Submit a Complete Embedded Test Strategy for a Safety-Critical System25 minutes
  • Project: Building a Resilient Embedded Test Strategy for a Safety-Critical Application60 minutes

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