Changing Server Architectures In The Data Center


Data centers are undergoing a fundamental shift to boost server utilization and improve efficiency, optimizing architectures so available compute resources can be leveraged wherever they are needed. Traditionally, data centers were built with racks of servers, each server providing computing, memory, interconnect, and possibly acceleration resources. But when a server is selected, some of th... » read more

Seeking Scale, Semiconductor Companies Embrace IoT Framework


Fragmentation has long been the IoT’s greatest impediment. Even before the "Internet of Things" entered popular lexicon, infinite opportunity had turned into infinite complexity as companies raced to deliver solutions without any common technological framework or set of standards that might have ensured that software could be ported between technologies or hardware platforms. To bring orde... » read more

Bandwidth Utilization Side-Channel On ML Inference Accelerators


Abstract—Accelerators used for machine learning (ML) inference provide great performance benefits over CPUs. Securing confidential model in inference against off-chip side-channel attacks is critical in harnessing the performance advantage in practice. Data and memory address encryption has been recently proposed to defend against off-chip attacks. In this paper, we demonstrate that bandwidth... » read more

Blog Review: Nov. 10


Cadence's Paul McLellan listens in as Malcolm Penn of Future Horizons explains key reasons behind the cyclical nature of the semiconductor industry and how the root of the current chip shortage problems goes back to before the pandemic. Siemens EDA's Ray Salemi continues investigating using Python for verification with a look at some UVM utilities and how they would be used in Python. Syn... » read more

Complex Chips Make Security More Difficult


Semiconductor supply chain management is becoming more complex with many more moving parts as chips become increasingly disaggregated, making it difficult to ensure where parts originated and whether they have been compromised before they are added into advanced chips or packages. In the past, supply chain concerns largely focused primarily on counterfeit parts or gray-market substitutions u... » read more

Improving Medical Image Processing With AI


Machine learning is being integrated with medical image processing, one of the most useful technologies for medical diagnosis and surgery, greatly expanding the amount of useful information that can be gleaned from scan or MRI. For the most part, ML is being used to augment manual processes that medical personnel use today. While the goal is to automate many of these functions, it's not clea... » read more

Startup Funding: October 2021


Semiconductor manufacturing and packaging companies caught the attention of investors last month, with funding going to a middle-end-of-line foundry, flexible electronics manufacturer, and fab management software. Two Israeli startups are approaching AI accelerators in very different ways, while battery startups propose a variety of new chemistries in the search for the ideal electric vehicle b... » read more

Blog Review: Nov. 3


In a blog for Arm, Matthew Griffin of the 311 Institute warns that cybersecurity is an increasingly pressing problem, with large criminal organizations raking in large sums of money and attacks able to impact a wide range of physical systems. Cadence's Paul McLellan checks out Google's video encoder chip and how it helps lower the CPU recycles required by the vast number of videos uploaded t... » read more

What’s Next For Emulation


Emulation is now the cornerstone of verification for advanced chip designs, but how emulation will evolve to meet future demands involving increasingly dense, complex, and heterogeneous architectures isn't entirely clear. EDA companies have been investing heavily in emulation, increasing capacity, boosting performance, and adding new capabilities. Now the big question is how else they can le... » read more

Partitioning For Better Performance And Power


Partitioning is becoming more critical and much more complex as design teams balance different ways to optimize performance and power, shifting their focus from a single chip to a package or system involving multiple chips with very specific tasks. Approaches to design partitioning have changed over the years, most recently because processor clock speeds have hit a wall while the amount of d... » read more

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