Pressure Builds On Failure Analysis Labs

Failure analysis labs are becoming more fab-like, offering higher accuracy in locating failures and accelerating time-to-market of new devices. These labs historically have been used for deconstructing devices that failed during field use, known as return material authorizations (RMAs), but their role is expanding. They now are becoming instrumental in achieving first silicon and ramping yie... » read more

RMAs: Root Problem Found

For decades, costs of production and maintenance have been driven down through manufacturing, process and logistical innovation, creating more breathing room for margin to maintain viable growth. There are other costs, however, that we seemingly accept as inevitable and simply get better at factoring in as par-for-the-course, or ‘eggs broken’ to make the omelet. The ubiquitous presence of ... » read more

Using ML In Manufacturing

How to prevent early life failures by applying machine learning to different use cases, and how to interpret models for different tradeoffs on reliability. Jeff David, vice president of AI solutions at PDF Solutions, digs down into how to utilize data to improve reliability. » read more