Removing Barriers For End-To-End Analytics


Parties are coming together, generating guidelines for sharing data from IC design and manufacturing through end of life, setting the stage for true end-to-end analytics. While the promise of big data analytics is well understood, data sharing through the semiconductor supply chain has been stymied by an inability to link together data sources throughout the lifecycle of a chip, package, or ... » read more

Startup Funding: May 2022


May was another strong month for China as it continues its push to build a native semiconductor ecosystem. Over half the month's total funding went to startups in the country. Over half the companies funded were from China as well, including two FPGA companies, three making CPUs, a GPU startup, and numerous networking and wireless chip companies. Two of those, in FPGAs and CPUs, raised rounds s... » read more

Week in Review: Manufacturing, Test


Industry Numbers NAND flash memory is forecast to hit US $83 billion this year, an increase of 24%. DRAM is projected to hit $118 billion, up 25%, according to a recent Yole report. Both are historic records. DRAM and NAND revenues are expected to be a $260 billion market in 2027 (combined), with advanced technologies such as EUV lithography, hybrid bonding and 3D DRAM driving this. SEMI in... » read more

Week In Review: Auto, Security, Pervasive Computing


Automotive, mobility Fraunhofer IIS has opened a five-kilometer (3.11-mile) 5G test bed for automotive 5G applications near the city of Rosenheim in Bavaria, Germany. A closed 5G network with multiple base stations covers the test track, where connected cars can be tested under real conditions. “The automotive test bed is designed specially for developers and users that want to test new conn... » read more

Where And When End-to-End Analytics Works


With data exploding across all manufacturing steps, the promise of leveraging it from fab to field is beginning to pay off. Engineers are beginning to connect device data across manufacturing and test steps, making it possible to more easily achieve yield and quality goals at lower cost. The key is knowing which process knob will increase yield, which failures can be detected earlier, and wh... » read more

Finding And Applying Domain Expertise In IC Analytics


Behind PowerPoint slides depicting the data inputs and outputs of a data analytics platform belies the complexity, effort, and expertise that improve fab yield. With the tsunami of data collected for semiconductor devices, fabs need engineers with domain expertise to effectively manage the data and to correctly learn from the data. Naively analyzing a data set can lead to an uninteresting an... » read more

Week In Review: Manufacturing, Test


Deals AMD plans to purchase cloud startup Pensando for about US $1.9 billion. In a presentation at the SEMI ISS conference this week, AMD CTO Mark Papermaster described Pensando's technology as a "highly programmable packet-processing engine that allows you to speed up systems designed for the data center." Intel, Micron, Analog Devices and MITRE Engenuity formed an alliance to accelerate c... » read more

Week In Review: Manufacturing, Test


Worldwide fab equipment spending for front-end manufacturing is expected to hit $107 billion this year, an 18% year-over-year increase, according to SEMI’s latest World Fab Forecast report. “Crossing the $100 billion mark in spending on global fab equipment for the first time is a historic milestone for the semiconductor industry,” said Ajit Manocha, president and CEO of SEMI. Investme... » read more

Fundamental Shifts In IC Manufacturing Processes


High chip value and 3D packaging are changing where and how tests are performed, tightening design-for-reliability and accelerating the shift of tools from lab to fab. Heterogeneous integration and more domain-specific designs are causing a string of disruptions for chip manufacturers, up-ending proven fab processes and methodologies, extending the time it takes to manufacture a chip, and ul... » read more

Auto Chipmakers Dig Down To 10ppb


How do engineers deliver 10 defective parts per billion (Dppb) to auto makers if they only screen 1 million parts per year? Answer: By comprehending failure mechanisms and proactively screening for them. Modern automobiles contain nearly 1,000 ICs that must perform over the vehicle’s life (15 years). This drives quality expectations ever higher. While 10 Dppm used to be a solid benchmark, ... » read more

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