Why Data Format Slows Chip Manufacturing Progress


The Standard Test Data Format (STDF), a workhorse data format used to pull test results data from automated test equipment, is running out of steam after 35 years. It is unable to keep up with the explosive increase in data generated by more sensors in various semiconductor manufacturing processes. First developed in 1985 by Teradyne, STDF is a binary format that is translated into ASCII or ... » read more

Demand Grows For Reducing PCB Defects


Board manufacturers are boosting their investment in inspection, test and analytics to meet the increasingly stringent demands for reliability in safety-critical sectors like automotive. This represents a significant shift from the past, where concerns about reliability primarily targeted the devices connected to printed circuit boards. But as SoCs become disaggregated into advanced packages... » read more

Scramble For The White Space


Chipmakers are pushing to utilize more of the unused portion of a design for different functions, reducing margin in the rest of the chip to more clearly define that white space. White space typically is used to relieve back-end routing congestion before all of the silicon area is used up. But a significant amount of space still remain unused. That provides an opportunity for inserting monit... » read more

New Data Format Boosts Test Analytics


Demand for more and better data for test is driving a major standards effort, paving the way for one of most significant changes in data formats in years. There is good reason for this shift. Data from device testing is becoming a critical element in test program decisions regarding limits and flows. This is true for everything from automotive and medical components to complex, heterogeneous... » read more

Better Inspection, Higher Yield


Wafers can be inspected for large, obvious defects, or for small, subtle ones. The former is referred to as macro-inspection, while the latter is micro-inspection. These processes use different machines with different capital and operating costs, and they might look like competing approaches with different economic returns. In fact, they are complementary tactics that can be balanced within an ... » read more

Far Out AI In Remote Locations


There really isn’t anything that you can do on Earth with electronics that you can’t do in space, but it certainly can be a lot harder and take longer to fix is something goes wrong. And as more intelligent electronics are launched into space, the concern over potential failures is growing. AI inferencing has been pushing out further for some time, and it is starting to redefine what con... » read more

Chiplet Reliability Challenges Ahead


Assembling chips using LEGO-like hard IP is finally beginning to take root, more than two decades after it was first proposed, holding the promise of faster time to market with predictable results and higher yield. But as these systems of chips begin showing up in mission-critical and safety-critical applications, ensuring reliability is proving to be stubbornly difficult. The main driver fo... » read more

Better Analytics Needed For Assembly


Package equipment sensors, newer inspection techniques, and analytics enable quality and yield improvement, but all of those will require a bigger investment on the part of assembly houses. That's easier said than done. Assembly operations long have operated on thin profit margins because their tasks were considered easy to manage. Much has changed over the past several years, however. The r... » read more

Week In Review: Auto, Security, Pervasive Computing


Pervasive computing — data center, edge, IoT, 5G Qualcomm settled its 5G licensing disagreement with Huawei, which will pay $1.8 billion in back royalties and will pay for licensing going forward. Huawei is also now the world’s largest supplier of smartphones, surpassing Samsung Electronics Co. Qualcomm also announced a super-fast charging platform this week for Android devices that is sup... » read more

Next Challenge: Parts Per Quadrillion


Requirements for purity of the materials used in semiconductor manufacturing are being pushed to unprecedented — and increasingly unprovable — levels as demand for reliability in chips over increasingly longer lifetimes continues to rise. And while this may seem like a remote problem for many parts of the supply chain, it can affect everything from availability of materials needed to make t... » read more

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