tag: big data

AI For Data Management
By Adam Kovac - 30 May, 2024 - Comments: 0

Data management is becoming a significant new challenge for the chip industry, as well as a brand new opportunity, as the amount of data collected at every step of design through manufacturing continues to grow. Exacerbating the problem is the rising complexity of designs, many of which are highly customized and domain-specific at the leading edge, as well as increasing demands for reliabili... » read more

Novel NVM Devices and Applications (UC Berkeley)
By Technical Paper Link - 06 Oct, 2023 - Comments: 0

A dissertation titled “Novel Non-Volatile Memory Devices and Applications” was submitted by a researcher at University of California Berkeley. Abstract Excerpt "This dissertation focuses on novel non-volatile memory devices and their applications. First, logic MEM switches are demonstrated to be operable as NV memory devices using controlled welding and unwelding of the contacting electro... » 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

What Is Achievable With A Yield Management System?
By Antonija Zagar - 12 Apr, 2023 - Comments: 0

Semiconductor manufacturers are under constant pressure to increase yields and cut costs. Yield Management Systems (YMS) are designed specifically to meet the needs of semiconductor manufacturers, enabling them to investigate yield excursions, streamline the manufacturing processes, optimize the supply chain, analyze tools and eliminate workplace inefficiencies. In terms of data challenges... » 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

Improving Verification Predictability And Efficiency Using Big Data
By Siemens EDA - 08 Feb, 2023 - Comments: 0

Big data is a term that has been around for decades. It was initially defined as data sets captured, managed, and processed in a tolerable amount of time beyond the ability of normal software tools. The only constant in big data’s size over this time is that it’s been a moving target driven by improvements in parallel processing power and cheaper storage capacity. Today most of the industry... » read more

The Power Of Big Data: Or How To Make Perfect 30-Minute Brownies In Only 30 Minutes
By Mark Richards - 27 Jun, 2022 - Comments: 0

You're scrolling online, and the picture stops you in your tracks, grabs you, captivates you. Glistening chocolate pieces are, determinedly yet slowly, oozing down a moist brownie with a crisped-to-perfection, powdered topping. It sits there, confident, flaking lazily onto a bone-white china plate. It looks delicious—mouthwatering—and, apparently, you can make it with just a 30-minute inves... » read more

EDA Embraces Big Data Amid Talent Crunch
By Marie C. Baca - 23 Jun, 2022 - Comments: 0

The semiconductor industry’s labor crunch finally has convinced chip designers to bet big money on big data. As recently as 2016, executives weren’t sure there was a market for big data approaches to electronic design automation. The following year, utilization of big data remained stuck in its infancy. And in 2018, Semiconductor Engineering questioned why the EDA sector wasn’t investi... » read more

Harnessing The Power Of Data In Semiconductor Test
By Ken Butler - 10 May, 2022 - Comments: 0

Every day, new methods are being developed to harvest, cleanse, integrate, and analyze data sources and extract from them useful, actionable intelligence to aid decision-making and other processes. This is true for a variety of industries, including semiconductor design, manufacturing, and test. Moore’s Law (figure 1) may be slowing with respect to traditional scaling of transistor critica... » read more

Why It’s So Difficult — And Costly — To Secure Chips
By Ed Sperling - 02 Dec, 2021 - Comments: 0

Rising concerns about the security of chips used in everything from cars to data centers are driving up the cost and complexity of electronic systems in a variety of ways, some obvious and others less so. Until very recently, semiconductor security was viewed more as a theoretical threat than a real one. Governments certainly worried about adversaries taking control of secure systems through... » read more

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