category: Low Power-High Performance

category: IoT, Security & Automotive

Data Formats For Inference On The Edge
By Brian Bailey - 14 Dec, 2023 - Comments: 0

AI/ML training traditionally has been performed using floating point data formats, primarily because that is what was available. But this usually isn't a viable option for inference on the edge, where more compact data formats are needed to reduce area and power. Compact data formats use less space, which is important in edge devices, but the bigger concern is the power needed to move around... » read more

The Journey To Exascale Computing And Beyond
By Steven Woo - 14 Dec, 2023 - Comments: 0

High performance computing witnessed one of its most ambitious leaps forward with the development of the US supercomputer “Frontier.” As Scott Atchley from Oak Ridge National Laboratory discussed at Supercomputing 23 (SC23) in Denver last month, the Frontier had the ambitious goal of achieving performance levels 1000 times higher than the petascale systems that preceded it, while also stayi... » read more

Requirements For The Efficient Implementation Of AI Solutions On Edge Devices
By André Schneider - 14 Dec, 2023 - Comments: 0

By André Schneider, Olaf Enge-Rosenblatt, and Björn Zeugmann In recent years, there has been a growing tendency to implement data-driven approaches for the continuous monitoring of industrial plants as part of digitalization and Industry 4.0 initiatives. The hope is to detect critical conditions at an early stage, minimize maintenance and downtimes, and continuously achieve high product qu... » read more

Next-Gen Power Integrity Challenges
By Ed Sperling - 14 Dec, 2023 - Comments: 0

Experts at the Table: Semiconductor Engineering sat down to discuss power integrity challenges and best practices in designs at 7nm and below, and in 2.5D and 3D-IC packages, with Chip Stratakos, partner, physical design at Microsoft; Mohit Jain, principal engineer at Qualcomm; Thomas Quan, director at TSMC; and Murat Becer, vice president at Ansys. What follows are excerpts of that conversatio... » read more

Advanced Design Debug Demands Integrated Verification Management
By Robert Ruiz - 14 Dec, 2023 - Comments: 0

Design verification has been the dominant portion of chip development for years, and the challenges grow bigger every day. Single dies continue to grow in transistor count and complexity. Advanced techniques such as 2.5D and 3D multi-die systems and emerging technologies such as wafer-scale integration pack even more transistors and functionality into a single device. This situation has created... » read more

What Is SMU Digitizer Mode And Why Is It Useful?
By Sarah LaSelva - 14 Dec, 2023 - Comments: 0

Some source/measure unit (SMU) products support a feature called “digitizer mode.” However, from the title alone it is not obvious exactly what this feature means. This capability is related to the triggering system of the SMU, so it is helpful to review the ARM-TRIGGER model first. Keysight products supporting the standard commands for programmable instrument (SCPI) adhere to the trigge... » read more

Decoding GDS To Thermal Model Conversion
By Jasmine Jasmine - 14 Dec, 2023 - Comments: 0

Driven by Moore’s Law and modern, ubiquitous computation power demand, the market will continue to demand higher chip performance. Therefore, modern chips with ever-higher power densities present critical thermal challenges. With the ever-shrinking design margins, designers must manage their thermal budget at every stage of the design, from chip to system. Now, let us shift left and start ... » read more

Arm Statistical Profiling Extension: Performance Analysis Methodology
By Arm - 14 Dec, 2023 - Comments: 0

This paper presents a methodology for workload characterization and root cause analysis using the Arm Statistical Profiling Extension (SPE) demonstrated on a Neoverse N1 core. The target audience are software developers and performance analysts in software development, analysis, optimization, and tuning. This paper may also help silicon engineers to conduct performance analysis and debugging. T... » read more

Imagining A Hydrogen-Powered Future Thanks To Simulation
By David Campbell - 14 Dec, 2023 - Comments: 0

Our world leaders have set ambitious goals for global decarbonization by 2050, with good reason. While the planet continues to heat up, global energy consumption is still rising, and most of this energy consumption is currently derived from fossil fuels. This bitter truth has inspired a wave of decarbonization trends in response — including green hydrogen, which is generated using renewable ... » read more

Very Short Reach SerDes In Data Centers
By Ed Sperling - 13 Dec, 2023 - Comments: 0

Speed is critical inside of data centers, and the distance that signals have to travel can have a big impact on time to results. But there are a number of variables that need to be considered, including what is an acceptable loss, how much power can be dissipated in a server rack, and what are the various connection options being used. Keivan Javadi Khasraghi, staff technical product manager at... » read more

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