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Ensuring Long-Term Reliability in Complex Devices

Alex Mercer 12.07.2026

Testing the Untestable

Data centers and automotive industries face increasing challenges in maintaining hardware reliability over time. Complex devices with multiple dies are prone to failures. In-system testing has emerged as a crucial method to guarantee longevity. This approach is gaining traction.

The complexity of modern devices, driven by the AI revolution, demands more sophisticated testing strategies. A two-die monitor, test, and repair strategy requires a modified test approach and new physical-aware bump repair techniques. Traditional testing methods are no longer sufficient.

Microbumps, used to connect dies, are too small to be probed directly. To overcome this, sacrificial pads are used to enable probing. This innovation allows for more effective testing of complex devices. As a result, manufacturers can identify and repair issues before they become critical.

Can Current Methodologies Keep Pace?

The need for advanced testing is driven by the growing complexity of devices. With multiple dies and intricate connections, the risk of failure increases. In-system testing helps mitigate this risk by enabling real-time monitoring and repair.

As devices become increasingly complex, testing methodologies must evolve. The industry is shifting towards more sophisticated testing strategies, including in-system testing. This approach enables manufacturers to ensure the reliability of their devices over their entire lifespan.

The consequences of failing to adopt advanced testing methodologies are significant. Device failures can lead to costly downtime and damage to reputation. As the industry continues to push the boundaries of complexity, the importance of in-system testing will only continue to grow.

Frequently Asked Questions

What is in-system testing? In-system testing is a method of testing complex devices in real-time, enabling manufacturers to identify and repair issues before they become critical.

How does in-system testing work? In-system testing involves monitoring and testing devices during operation, using techniques such as sacrificial pads to enable probing of microbumps.

What are the benefits of in-system testing? In-system testing ensures the longevity of complex devices, reducing the risk of failure and costly downtime.

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