tag: data analytics

Tackling Advanced Chip Manufacturing Challenges
By Christophe Begue - 10 Jun, 2025 - Comments: 0

Intel and PDF Solutions are deepening their partnership to address the growing complexity of semiconductor manufacturing at advanced nodes, according to a recent discussion between Intel CEO Lip-Bu Tan and PDF Solutions CEO John Kibarian at the Direct Connect Intel Foundry event in April. During the presentation, Kibarian highlighted how the two companies have been collaborating for approxim... » read more

High-Quality Data Needed To Better Utilize Fab Data Streams
By Anne Meixner - 10 Jun, 2025 - Comments: 0

Fab operations have wrestled with big data management issues for decades. Standards help, but only if sufficient attention to detail is taken during collection. Semiconductor wafer manufaFcturing represents one of the most complex manufacturing processes in the world. With each generation of process improvement comes more sophisticated fab equipment, new process recipes, and exponential incr... » read more

The Data Dilemma In Semiconductor Testing And Why It Matters: Part 1
By Robert Colecchia - 10 Jun, 2025 - Comments: 0

In today’s semiconductor industry, machine learning (ML) is no longer a buzzword — it’s an operational necessity. From optimizing test flows to identifying device drifts and executing advanced analytics like VMIN or trimming, ML-based applications are increasingly used to boost yields, improve quality, and lower test costs. But there’s a catch. To make these intelligent applications ... » read more

AI For Test: The New Frontier
By Christophe Begue - 08 May, 2025 - Comments: 0

Dr. Ming Zhang, PDF Solutions vice president of Fabless Solutions, delivered the keynote at the TestConX 2025 conference in March. As he began his presentation, Ming borrowed the “learn, explore and share” line from Ira Feldman, the organizer of the conference, to set the tone of his talk. He promised to share what he and PDF Solutions learned and what’s useful and what’s not useful as ... » read more

Accelerating Digital Transformation With Tight Integration Of Manufacturing Data
By Jonathan Holt - 17 Mar, 2025 - Comments: 0

Many semiconductor companies are involved in digital transformation of their overall processes and operations. Manufacturing is one of the most critical and value generating processes in a semiconductor company. Being able to tightly integrate manufacturing with the rest of the enterprise is a critical element of a successful digital transformation program. Recognizing the value of real-time... » read more

Understanding And Navigating The Complexities of Health Monitoring For Power Supplies
By Infineon - 06 Mar, 2025 - Comments: 0

This white paper introduces an innovative solution, which is designed to transform traditional reliability prediction procedures into the industry’s first commercially available embedded power supply health monitoring solution. This approach uses cutting-edge embedded data analytics on real-time telemetry data and a power system reliability model to dynamically recalculate the failure rate of... » read more

IC Equipment Communication Standards Struggle As Data Volumes Grow
By Anne Meixner - 11 Feb, 2025 - Comments: 0

The tsunami of data produced during wafer fabrication cannot be effectively leveraged without standards. They determine how data is accessed from equipment, which users need data access and when, and how fast it can be delivered. On top of that, best practices in data governance and data quality are needed to effectively interpret collected data and transfer results. When fab automation and ... » read more

Semiconductor Manufacturing’s Transformational Challenges
By John Kibarian - 14 Jan, 2025 - Comments: 0

Semiconductor manufacturing is going through massive transformational challenges driven by strong demand for advanced computing, fueled by AI, cloud, the electrification of the economy, and the need for compute power in data centers to support these applications. With the slowdown of Moore’s Law, more compute power will not be achieved by just increasing transistor density. Not only is Moo... » read more

Understanding Test Quality In Semiconductor Devices: An Overview
By Ken Butler - 10 Dec, 2024 - Comments: 0

When it comes to semiconductor device testing, the primary goal is to ensure that each device meets functional and performance specifications. Testing also plays a crucial role in confirming that products will work as intended in real-world applications. However, defects in the manufacturing process can be a hindrance, making testing an essential step for quality assurance. Why test matters: F... » read more

Aftermarket Sensors Boost Yield In Wafer Fabs
By Anne Meixner - 10 Dec, 2024 - Comments: 0

Third-party sensors are being added into fab equipment to help boost yield and to extend the life of expensive tools, supplementing the sensors that come with equipment used in fabs. The data gleaned from those sensors has broad uses within the fab. It can measure process module performance, identify defect sources, and alert fabs of impending equipment failure. And when coupled with machine... » read more

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