tag: predictive analytics

Revolutionizing Semiconductor Collaboration: The Emergence of AI-Driven Industry Platforms
By PDF Solutions - 13 Jan, 2026 - Comments: 0

Demand for advanced computing is robust, driven by AI, cloud technologies, and widespread electrification of the economy. As Moore’s Law slows, the industry is pivoting toward innovative approaches—exploring 3D architectures, chiplets, and sophisticated hybrid packages. Concurrently, the semiconductor landscape is becoming increasingly global, with advanced devices now relying on integratin... » read more

Launching The Full Potential Of 3D IC With Front-End Architectural Planning
By Siemens EDA - 19 Aug, 2025 - Comments: 0

3D IC and chiplet-based design have the potential to accelerate the pace of semiconductor industry innovation. 3D IC design teams pack more functionality closer together and achieve higher levels of systems integration and performance in a smaller footprint faster than what’s possible with traditional SoC implementation. To achieve the full potential of 3D IC, teams need cost-effective fro... » read more

Shift Left Strategy For Semiconductor Production Testing
By Guy Gozlan - 10 Dec, 2024 - Comments: 0

In the fast-paced world of semiconductor manufacturing, achieving higher yields and reducing costs are constant challenges. Ideally, yield should only be impacted by unavoidable defects when everything else is performing as expected. However, when yield reduction occurs due to the process sensitivity of the design, these issues can be detected and, in many cases, corrected. proteanTecs has d... » read more

Using Predictive Data Analytics In Manufacturing
By Dieter Rathei - 11 Jun, 2024 - Comments: 0

Data is said to be the gold of the 21st century, but is that true? Even with trillions of lines of data in your database, you won’t be mining any gold – unless you understand what the data means. Here’s what’s happening all around the semiconductor industry: we have far too much data. The problem is that the value you need is hidden in the data, and to mine the gold from it, you need to... » read more

Companies That Embrace Digital Transformation Have More Resilient Design And Supply Chains
By Sailesh Chittipeddi - 01 Feb, 2024 - Comments: 0

Digital transformation has evolved quickly from a conceptual phase to a semiconductor industry change agent. The rapid take up of AI-enhanced product development is only accelerating this transformation and is further influenced by two connected trends: The movement of Moore’s Law from transistor scaling to system-level scaling, and the relatively recent redistribution of the global electroni... » read more

Smart Manufacturing Makes Gains In Chip Industry
By Anne Meixner - 15 Jun, 2023 - Comments: 0

Lights out manufacturing is gaining steam across the semiconductor industry, accelerating productivity, improving quality, and reducing costs and environment impact. These benefits are the result of years of strategic investments in technologies like machine-to-machine communication, data analytics, and robotics to achieve higher levels of autonomy. Semiconductor factories have long depen... » read more

Everything, Everywhere, All At Once: Big Data Reimagines Verification Predictability And Efficiency
By Darron May - 09 Feb, 2023 - Comments: 0

Big data is a term that has been around for many years. The list of applications for big data are endless, but the process stays the same: capture, process and analyze. With new, enabling verification solutions, big data technologies can improve your verification process efficiency and predict your next chip sign-off. By providing a big data infrastructure, with state-of-the-art technologies... » read more

Looking Inside Of Chips
By Ed Sperling - 10 Jan, 2023 - Comments: 0

Shai Cohen, co-founder and CEO of proteanTecs, sat down with Semiconductor Engineering to talk about how to boost reliability and add resiliency into chips and advanced packaging. What follows are excerpts of that conversation. SE: Several years ago, no one was thinking about on-chip monitoring. What's changed? Cohen: Today it is obvious that a solution is needed for optimizing performanc... » read more

The Drive Toward More Predictive Maintenance
By Anne Meixner - 08 Sep, 2022 - Comments: 0

Maintenance is a critical behind-the-scenes activity that keeps manufacturing facilities running and data centers humming. But when not performed in a timely manner, it can result in damaged products or equipment, or significant system/equipment downtime. By shifting from scheduled maintenance to predictive maintenance, factories and electronic system owners can reap substantial benefits, in... » read more

The Role Of AI And Endpoint Real-Time Data Analytics
By Kaushal Vora - 23 Jun, 2022 - Comments: 0

The Internet of Things (IoT) has the capability of amassing large amounts of data which it does with the help of dispersed intelligent sensors. The organization and distribution of this enormous amount of data is posing a challenge. While conventional methods of data analysis have facilitated the operations in IoT, artificial intelligence (AI) has proven that it can do it with greater precision... » read more

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