tag: ARM

Gaps In The AI Debug Process
By Brian Bailey - 23 Nov, 2021 - Comments: 0

When an AI algorithm is deployed in the field and gives an unexpected result, it's often not clear whether that result is correct. So what happened? Was it wrong? And if so, what caused the error? These are often not simple questions to answer. Moreover, as with all verification problems, the only way to get to the root cause is to break the problem down into manageable pieces. The semico... » read more

Towards Decarbonization: Keeping Electronics Energy Consumption In Check
By Frank Schirrmeister - 23 Nov, 2021 - Comments: 0

The International Technology Roadmap for Semiconductors (ITRS) roadmap famously said in 2001 that "cost of design is the greatest threat to the continuation of the semiconductor roadmap." For years, the industry followed the ITRS updates on productivity improvements provided by automating design and hardware to counteract the looming design cost. The discussion on decarbonization has some simil... » read more

Blog Review: Nov. 17
By Jesse Allen - 17 Nov, 2021 - Comments: 0

In a podcast, Arm's Geof Wheelwright and Hilary Tam chat about the importance of efforts to decarbonize compute and how low-power compute can help ensure that the benefits of technology outweigh the environmental cost. Synopsys' Graham Allan and Vikas Gautam consider what's driving demand for HBM3, what's different from the previous HBM2E specification, unique design considerations, and how ... » read more

Two Methods For Debugging SW Workloads On Arm-Based SoCs
By Andy Meier - 11 Nov, 2021 - Comments: 0

By Andy Meier and Tomasz Piekarz In a typical system-on-a-chip (SoC) development project, chip architects will make a given SoC's initial specification available to design teams years in advance of the silicon. As requirements change, they will modify both the hardware and software specifications. Typically, a large portion of the software development occurs much later in the development pro... » read more

Improving Power Efficiency In Ultra-Low Power Designs
By John Koon - 11 Nov, 2021 - Comments: 0

Faster data communications in phones and data centers grabs headlines, but many applications don't require the continuous, high-data-rate communications needed for video streaming or image processing. In fact, for many devices, designing for better performance results in wasted energy and sharply curtails the time between battery charges. That is especially true for machine-to-machine (M2M) ... » read more

Changing Server Architectures In The Data Center
By Bryon Moyer - 11 Nov, 2021 - Comments: 1

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
By Mohamed Awad - 11 Nov, 2021 - Comments: 0

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
By Arm - 10 Nov, 2021 - Comments: 0

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
By Jesse Allen - 10 Nov, 2021 - Comments: 0

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
By John Koon - 04 Nov, 2021 - Comments: 0

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

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