Shifting Toward Data-Driven Chip Architectures


An explosion in data is forcing chipmakers to rethink where to process data, which are the best types of processors and memories for different types of data, and how to structure, partition and prioritize the movement of raw and processed data. New chips from systems companies such as Google, Facebook, Alibaba, and IBM all incorporate this approach. So do those developed by vendors like Appl... » read more

Ten Lessons From Three Generations Shaped Google’s TPUv4i


Source: Norman P. Jouppi, Doe Hyun Yoon, Matthew Ashcraft, Mark Gottscho, Thomas B. Jablin, George Kurian, James Laudon, Sheng Li, Peter Ma, Xiaoyu Ma, Nishant Patil, Sushma Prasad, Clifford Young, Zongwei Zhou (Google); David Patterson (Google / Berkeley) Find technical paper here. 2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA) Abstract–"Google de... » read more

Week In Review: Design, Low Power


Siemens Digital Industries Software acquired Pro Design's proFPGA product family of FPGA desktop prototyping technologies. Through a prior OEM relationship, proFPGA technology is already part of the Xcelerator portfolio; Siemens noted that the acquisition will allow for fuller integration with its Veloce hardware-assisted verification system. Pro Design will continue to operate as an independen... » read more

The Increasingly Uneven Race To 3nm/2nm


Several chipmakers and fabless design houses are racing against each other to develop processes and chips at the next logic nodes in 3nm and 2nm, but putting these technologies into mass production is proving both expensive and difficult. It's also beginning to raise questions about just how quickly those new nodes will be needed and why. Migrating to the next nodes does boost performance an... » read more

Week In Review: Design, Low Power


Siemens will acquire Supplyframe, a supply chain intelligence, sourcing, and marketplace platform for the electronics industry, for $700 million. The company operates on a software-as-a-service model and will serve as the nucleus of Siemens’ digital marketplace strategy, according to Cedrik Neike, member of the Managing Board of Siemens AG. “Supplyframe’s ecosystem and marketplace intelli... » read more

Week In Review: Manufacturing, Test


Government policy Semiconductor companies as well hardware and software vendors have announced the formation of the Semiconductors in America Coalition (SIAC). The group called on congressional leaders to appropriate $50 billion for U.S. manufacturing incentives and research initiatives. SIAC’s mission is to advance federal policies that promote semiconductor manufacturing and research in th... » read more

Standards, Open Source, and Tools


Experts at the Table: Semiconductor Engineering discussed what open source verification means today and what it should evolve into with Jean-Marie Brunet, senior director for the Emulation Division at Siemens EDA; Ashish Darbari, CEO of Axiomise; Simon Davidmann, CEO of Imperas Software; Serge Leef, program manager in the Microsystems Technology Office at DARPA; Tao Liu, staff hardware engineer... » read more

New Methodologies Create New Opportunities


Experts at the Table: Semiconductor Engineering sat down to discuss what open source verification means today and what it should evolve into, with Jean-Marie Brunet, senior director for the Emulation Division at Siemens EDA; Ashish Darbari, CEO of Axiomise; Simon Davidmann, CEO of Imperas Software; Serge Leef, program manager in the Microsystems Technology Office at DARPA; Tao Liu, staff hardwa... » read more

Week In Review: Manufacturing, Test


Government policy President Biden has rolled out a proposal to boost the infrastructure in the U.S. As part of the plan, the president is calling on Congress to invest $50 billion in U.S. semiconductor manufacturing and research. The proposal must pass Congress, which isn’t going to be easy. “The President’s plan would invest ambitiously in U.S. semiconductor workers, manufacturing, and ... » read more

Verification In The Open Source Era


Experts at the Table: Semiconductor Engineering sat down to discuss what open source verification means today and what it should evolve into, with Jean-Marie Brunet, senior director for the Emulation Division at Siemens EDA; Ashish Darbari, CEO of Axiomise; Simon Davidmann, CEO of Imperas Software; Serge Leef, program manager in the Microsystems Technology Office at DARPA; Tao Liu, staff hardwa... » read more

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