category: Blogs – LPHP

category: Auto, Security & Edge AI

Nightmare Fuel: The Hazards Of ML Hardware Accelerators
By Steve Roddy - 13 Apr, 2023 - Comments: 0

A major design challenge facing numerous silicon design teams in 2023 is building the right amount of machine learning (ML) performance capability into today’s silicon tape out in anticipation of what the state of the art (SOTA) ML inference models will look like in 2026 and beyond when that silicon will be used in devices in volume production. Given the continuing rapid rate of change in mac... » read more

DDR5 Memory Enables Next-Generation Computing
By John Eble - 13 Apr, 2023 - Comments: 0

Computing main memory transitions may only happen once a decade, but when they do, it is a very exciting time in the industry. When JEDEC announced the publication of the JESD79-5 DDR5 SDRAM standard in 2021, it signaled the beginning of the transition to DDR5 server and client dual-inline memory modules (Server RDIMMs, Client UDIMMs and SODIMMs). We are now firmly on this path of enabling the ... » read more

Unblocking The Full Potential Of PCIe Gen6 With Shared Flow Control
By Vidushi Goel - 13 Apr, 2023 - Comments: 0

As technology advances at a rapid pace, PCI Express (or PCIe) has grown tremendously, allowing data transfer up to 64 GT/s in Gen6. This technology is widely used in data centers, artificial intelligence and machine learning computing, high-performance computing accelerators, and high-speed applications—including high-end SSDs, automotive, IoT, and mil-aero. To fully utilize this high-spee... » read more

Introducing Device Virtualization Principles For Real-Time Systems
By Alexandre Romana - 13 Apr, 2023 - Comments: 0

The rising market share of electric vehicles and the reduction in combustion engines required in the future is transforming the automotive industry. One could think this would lead to a simplification in vehicle design, but with driver assistance technologies becoming a key differentiator, they are in fact becoming real "data centers on wheels." Furthermore, car drivers are used to a consumer-b... » read more

Printing Grids In 3D
By David Garlisch - 13 Apr, 2023 - Comments: 0

Those of you who attended the 2011 Pointwise User Group Meeting may remember that our company president, John Chawner, mentioned during his closing statements how nice it would be to have the ability to print your grids in 3D. That was more than just a dreamy, "what if" statement. It is a reality! Almost. A little history 3D-printed F-16 forward fuselage. I have always been fascinat... » read more

Trusted Sensor Technology For The Internet Of Things
By Dirk Mayer - 27 Mar, 2023 - Comments: 0

“Data is the new oil” — Clive Humby, 2006 While this prediction relates to the value that can be generated from data, the focus here is on the tools at the oil well. Just as oil drilling platforms are expected to reliably produce crude oil around the clock, sensors are expected to reliably and continuously deliver high-quality data. But sensors have long since evolved from simple me... » read more

Looking Beyond TOPS/W: How To Really Compare NPU Performance
By Paul Karazuba - 23 Mar, 2023 - Comments: 0

There is a lot more to understanding the true capabilities of an AI engine beyond TOPS per watt. A rather arbitrary measure of the number of operations of an engine per unit of power, the TOPS/W metric completely misses the point that a single operation on one engine may accomplish more useful work than a multitude of operations on another engine. In any case, TOPS/W is by no means the only spe... » read more

AI Benchmarks Are Broken
By Jon Bunting - 14 Mar, 2023 - Comments: 0

Artificial Intelligence (AI) is shaping up to be one of the most revolutionary technologies of our time. By now you’ve probably heard that AI’s impact will transform entire industries, from healthcare to finance to entertainment, delivering us richer products, streamlined experiences, and augment human productivity, creativity, and leisure. Even non-technologists are getting a glimpse of... » read more

Enabling New Server Architectures With The CXL Interconnect
By Lou Ternullo - 09 Mar, 2023 - Comments: 0

The ever-growing demand for higher performance compute is motivating the exploration of new compute offload architectures for the data center. Artificial intelligence and machine learning (AI/ML) are just one example of the increasingly complex and demanding workloads that are pushing data centers to move away from the classic server computing architecture. These more demanding workloads can be... » read more

100G Ethernet IP For Edge Computing
By Jerry Lotto - 09 Mar, 2023 - Comments: 0

The presence of Ethernet in our lives has paved the way for the emergence of the Internet of Things (IoT). Ethernet has connected everything around us and beyond, from smart homes and businesses, to industries, schools, and governments. This specification is even found in our vehicles, facilitating communication between internal devices. Ethernet has enabled high-performance computing data cent... » read more

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