PCIe 5.0 Drill-Down


Suresh Andani, senior director of product marketing for SerDes IP at Rambus, digs into the new PCI Express standard, why it’s so important for data centers, how it compares with previous versions of the standard, and how it will fit into existing and non-von Neumann architectures. » read more

Blog Review: April 1


Rambus' Steven Woo takes an in-depth look at on-chip memory for high performance AI applications and explores some of the primary differences between HBM and GDDR6. Synopsys' Taylor Armerding warns of the risks of legacy vulnerabilities, where software has problems that were never fixed then forgotten about or never discovered in the first place, and key steps for finding and addressing them... » read more

Week In Review: Auto, Security, Pervasive Computing


AI/Edge The United States now has the highest number of COVID-19 cases, and the state governments in the U.S. are asking technologists for help, according to a story in The Washington Post. Data scientists, software developers, and others are needed to help. New York State started a Technology SWAT team calling for help from the tech community. Intel AI Builder program participant DarwinAI ... » read more

Week In Review: Design, Low Power


Tools & IP Synopsys debuted VIP and a UVM source code test suite for IP supporting Ethernet 800G. The VIP supports DesignWare 56G Ethernet, 112G Ethernet, and 112G USR/XSR PHYs for FinFET processes, which can be integrated for 800G implementations based on 8 lane x 100 Gb/s technology. The VIP can switch speed configurations dynamically at run time and includes a customizable set of frame ... » read more

Blog Review: March 25


Rambus' Steven Woo checks out common memory systems that are used in the highest performance AI applications and points to the differences between on-chip memory, HBM, and GDDR. Mentor's Colin Walls considers whether software for embedded systems should be delivered as a binary library or source code and warns of some key potential issues when requesting source code. A Synopsys writer poi... » read more

Blog Review: March 18


Arm's Divya Prasad investigates whether power rails that are buried below the BEOL metal stack and back-side power delivery can help alleviate some of the major physical design challenges facing 3nm nodes and beyond. Rambus' Steven Woo takes a look at a Roofline model for analyzing machine learning applications that illustrates how AI applications perform on Google’s tensor processing unit... » read more

Designing Resilient Electronics


Electronic systems in automobiles, airplanes and other industrial applications are becoming increasingly sophisticated and complex, required to perform an expanding list of functions while also becoming smaller and lighter. As a result, pressure is growing to design extremely high-performance chips with lower energy consumption and less sensitivity to harsh environmental conditions. If this ... » read more

HBM Issues In AI Systems


All systems face limitations, and as one limitation is removed, another is revealed that had remained hidden. It is highly likely that this game of Whac-A-Mole will play out in AI systems that employ high-bandwidth memory (HBM). Most systems are limited by memory bandwidth. Compute systems in general have maintained an increase in memory interface performance that barely matches the gains in... » read more

HBM2E Memory: A Perfect Fit For AI/ML Training


Artificial Intelligence/Machine Learning (AI/ML) growth proceeds at a lightning pace. In the past eight years, AI training capabilities have jumped by a factor of 300,000 (10X annually), driving rapid improvements in every aspect of computing hardware and software. Memory bandwidth is one such critical area of focus enabling the continued growth of AI. Introduced in 2013, High Bandwidth Memo... » read more

Power Management Becomes Top Issue Everywhere


Power management is becoming a bigger challenge across a wide variety of applications, from consumer products such as televisions and set-top-boxes to large data centers, where the cost of cooling server racks to offset the impact of thermal dissipation can be enormous. Several years ago, low-power design was largely relegated to mobile devices that were dependent on a battery. Since then, i... » read more

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