Processing With FPGAs On Mars


Tasked with finding life in the form of microorganisms, the rover Perseverance landed on Mars at about 04:00 EST on February 18, 2021. The rover has multiple sensors and cameras to collect as much data as possible and, due to the volume of live data being recorded and the long data transmission time from Mars to Earth, a powerful processing system is essential. However, whereas early Mars ro... » read more

Tradeoffs To Improve Performance, Lower Power


Generic chips are no longer acceptable in competitive markets, and the trend is growing as designs become increasingly heterogeneous and targeted to specific workloads and applications. From the edge to the cloud, including everything from vehicles, smartphones, to commercial and industrial machinery, the trend increasingly is on maximizing performance using the least amount of energy. This ... » read more

Virtualizing FPGAs For Multiple Cloud Users


Cloud computing has become the new computing paradigm. For cloud computing, virtualization is necessary to enable isolation between users, high flexibility and scalability, high security, and maximized utilization of hardware resources. Since 2017, because of the advantages of programmability, low latency, and high energy efficiency, FPGA has been widely adopted into cloud computing. Amazon ... » read more

Making Sense Of New Edge-Inference Architectures


New edge-inference machine-learning architectures have been arriving at an astounding rate over the last year. Making sense of them all is a challenge. To begin with, not all ML architectures are alike. One of the complicating factors in understanding the different machine-learning architectures is the nomenclature used to describe them. You’ll see terms like “sea-of-MACs,” “systolic... » read more

Security In FPGAs And SoCs


Chip security is becoming a bigger problem across different markets, with different emerging standards and more sophisticated attacks. Jason Moore, senior director of engineering at Xilinx, talks with Semiconductor Engineering about current and future threats and what can be done about them. » read more

Usage Models Driving Data Center Architecture Changes


Data center architectures are undergoing a significant change, fueled by more data and much greater usage from remote locations. Part of this shift involves the need to move some processing closer to the various memory hierarchies, from SRAM to DRAM to storage. There is more data to process, and it takes less energy and time to process that data in place. But workloads also are being distrib... » read more

The Chip Industry’s Next-Gen Roadmap


Todd Younkin, the new president and chief executive of the Semiconductor Research Corp. (SRC), sat down with Semiconductor Engineering to talk about engineering careers, R&D trends and what’s ahead for chip technologies over the next decade. What follows are excerpts of that conversation. SE: As a U.S.-based chip consortium, what is SRC's charter? Younkin: The Semiconductor Research... » read more

Blog Review: Dec. 16


Arm's Benoit Labbe investigates why battery monitoring is so important for a low-power microcontroller and shows how it was implemented in the M0N0 MCU while drawing a fraction of a nW in typical conditions. Siemens EDA's Harry Foster takes a look at how much of their time FPGA design engineers spend on verification, and the tasks that keep verification engineers the busiest. Synopsys' Sc... » read more

New Security Approaches, New Threats


New and different approaches to security are gaining a foothold as the life expectancy for advanced chips increases, and as emerging technologies such as quantum computing threaten to crack even the most complex encryption schemes. These approaches include everything from homomorphic encryption, where data is processed without being decrypted, to different ways of sending and receiving data ... » read more

Security Tradeoffs In Chips And AI Systems


Semiconductor Engineering sat down to discuss the cost and effectiveness of security in chip architectures and AI systems with with Vic Kulkarni, vice president and chief strategist at Ansys; Jason Oberg, CTO and co-founder of Tortuga Logic; Pamela Norton, CEO and founder of Borsetta; Ron Perez, fellow and technical lead for security architecture at Intel; and Tim Whitfield, vice president of s... » read more

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