tag: data analytics

New Uses For Manufacturing Data
By Ed Sperling - 12 May, 2020 - Comments: 0

The semiconductor industry is becoming more reliant on data analytics to ensure that a chip will work as expected over its projected lifetime, but that data is frequently inconsistent or incomplete, and some of the most useful data is being hoarded by companies for competitive reasons. The volume of data is rising at each new process node, where there are simply more things to keep track of,... » read more

Covid-19 Tech Bits: April 14
By Linda Christensen - 14 Apr, 2020 - Comments: 0

Modeling coronavirus spread Four teams of Finnish researchers have modeled the coughing spread of COVID-19 in tight indoor areas, such as grocery stores and public transportation systems, using a supercomputer and 3D visualization. “The aerosol cloud spreads outside the immediate vicinity of the coughing person and dilutes in the process," said Aalto University Assistant Professor Ville V... » read more

Lessons In Monitoring System Performance
By Tamar Naishlos - 07 Apr, 2020 - Comments: 0

At proteanTecs, we set out to revolutionize electronics with a breakthrough approach to address the challenges that come with scale: Deep Data monitoring of the health & performance of systems, from design to field. Knowledge and education are profoundly rooted in our core values. However, as the circumstances of COVID-19 unfold, we are following the guidelines of the World Health Organi... » read more

Reliability Challenges Grow For 5/3nm
By SE Staff - 07 Apr, 2020 - Comments: 0

Ensuring that chips will be reliable at 5nm and 3nm is becoming more difficult due to the introduction of new materials, new transistor structures, and the projected use of these chips in safety- and mission-critical applications. Each of these elements adds its own set of challenges, but they are being compounded by the fact that many of these chips will end up in advanced packages or modul... » read more

Manufacturing Optimization With Digital Thread
By Michael Schuldenfrei - 10 Mar, 2020 - Comments: 0

Data is everywhere, and if you know what to do with it, can be tremendously valuable. Huge volumes of data are collected in manufacturing industries across the supply chain, with the help of technologies such as IoT platforms, sensors, and edge devices. However, data is only as good as the value extracted from it, and getting the most out of data is challenging. Because information is often con... » read more

Making 3D Structures And Packages More Reliable
By Ed Sperling - 14 Jan, 2020 - Comments: 0

The move to smaller vertical structures and complex packaging schemes is straining existing testing approaches, particularly in heterogeneous combinations on a single chip and in multi-die packages. The complexity of these devices has exploded with the slowdown in scaling, as chipmakers turn to architectural solutions and new transistor structures rather than just relying on shrinking featur... » read more

Reducing Automotive Failure Rates With QPaaS
By Kiki (Yitzhak) Ohayan - 10 Dec, 2019 - Comments: 0

It’s become an industry cliché to dub modern cars “computers on wheels” – and with 90 percent of automotive innovation now focused on electronics and software, it’s a cliché that happens to be true, and it brings with it the complications that all electronics bring. The sheer number of electronics-driven features – advanced driver assistance systems (ADAS), telematics, navigati... » read more

5 Steps To Becoming A Data-Driven Manufacturer
By Optimal Plus - 09 Dec, 2019 - Comments: 0

What does it take to become a data-driven manufacturer. There are five fundamental steps: Get the data you need Organize the data Analyze and present the data Automate analytics Innovate Companies constantly strive to become data-driven. In this way, their decisions can become more objective and more likely to achieve the desired results. In fact, many companies understand t... » read more

Building Powertrains To Meet EV Demand
By Peter Hodgins - 12 Nov, 2019 - Comments: 0

Throughout history, customer demand has always been a driving factor in companies’ product portfolios around the world. Today, the demand for a cleaner earth is unparalleled, with individuals wanting products and services that minimize harm to the environment. This amazing transition in customer demand is apparent everywhere. The food industry is experiencing a rise in vegan requests, the ... » read more

Leveraging Data In Chipmaking
By Ed Sperling - 12 Nov, 2019 - Comments: 0

John Kibarian, president and CEO of PDF Solutions, sat down with Semiconductor Engineering to talk about the impact of data analytics on everything from yield and reliability to the inner structure of organizations, how the cloud and edge will work together, and where the big threats are in the future. SE: When did you recognize that data would be so critical to hardware design and manufact... » read more

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