category: Blogs – LPHP

category: Auto, Security & Edge AI

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

IEDM: Backside Power Delivery
By Paul McLellan - 09 Mar, 2023 - Comments: 0

One part of the short course that I attended at IEDM in December was about backside power delivery networks. It was presented by Gaspard Hiblot of imec and titled "Process Architectures Changes to Improve Power Delivery." The presentation is co-credited with Geert Hellings and Julien Ryckaert. I should preface this post with the fact that this presentation was 80 slides long and so I will only... » read more

Low-Power IC Design Without Compromise
By Janet Attar - 09 Mar, 2023 - Comments: 0

In the process of creating ICs, the digital implementation stage is focused on meeting the performance, power, and area (PPA) targets defined for the design. Traditionally, when talking about PPA metrics, “performance” has been the primary focus, with power and area recovered where possible, after meeting timing. But as designs have moved to smaller, more advanced process nodes, and as s... » read more

Spark On AWS Graviton2 Best Practices: K-Means Clustering Case Study
By Masoud Koleini - 09 Mar, 2023 - Comments: 0

This report focuses on how to tune a Spark application to run on a cluster of instances. We define the concepts for the cluster/Spark parameters, and explain how to configure them given a specific set of resources. We use a K-Means machine learning algorithm as a case study to analyze and tune the parameters to achieve the required performance while optimally using the available resources. W... » read more

Digital Twin Initiative Reaches Across The Cloud To The Edge
By Graziella Alves - 09 Mar, 2023 - Comments: 0

Digital twins are a hot topic of conversation across industries. Everyone wants a piece of this technology, without necessarily understanding how it fits into their day-to-day workflows. Today, digital twins are generally used as real-time digital models for validation and verification of a physical twin (model) of a product or system via simulation. Microsoft and Ansys are helping customers ... » read more

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