Applying Machine Learning To Chips

The race is on to figure out how to apply analytics, data mining and machine learning across a wide swath of market segments and applications, and nowhere is this more evident than in semiconductor design and manufacturing. The key with ML/DL/AI is understanding how devices react to real events and stimuli, and how future devices can be optimized. That requires sifting through an expandi... » read more

Merging Verification With Validation

Verification and validation are two important steps in the creations of electronic systems and over time their roles, but how they play together is changing. In fact, today we are seeing a major opportunity for rethinking this aspect of the flow, which could mean the end of them as separate tasks for many of the chips being created. As with many things in this industry, however, squeezing it... » read more

Tail End Latency And Server Debug

In the drive to deliver highly scalable services that meet the demands of mobile users, enterprises and, increasingly, the Internet of things, the software underpinning them has become incredibly complex. At the same time, the systems that run these complex workloads have become prone to troublesome and often baffling performance issues. Response times measured over the course of millions of... » read more

Heterogeneous Hubbub

It’s no secret that designers today would prefer not to be restricted in their architectural choices. And who can blame them? At the same time, this sentiment has boosted interest and usage of both heterogenous architectures as well as the RISC-V ISA. To support this, companies across the design, test and verification ecosystem are ramping efforts. One such effort is the teaming of UltraSo... » read more

RISC-V Gains Its Footing

The RISC-V instruction-set architecture, which started as a UC Berkeley project to improve energy efficiency, is gaining steam across the industry. The RISC-V Foundation's member roster gives an indication who is behind this effort. Members include Google, Nvidia, Qualcomm, Rambus, Samsung, NXP, Micron, IBM, GlobalFoundries, UltraSoC, Siemens, among many others. One of the key markets for... » read more

The Week In Review: Design

Tools & IP Pro Design launched three new proFPGA Zynq UltraScale+ FPGA modules for SoC and IP prototyping. The modules combine FPGA logic with quad-core ARM Cortex-A53 and dual-core ARM Cortex-R5 processors and on-board interfaces. The modules offer a total of up to 5 extension sites with 531 standard I/Os and 16 multi-gigabit transceivers (MGTs). The board allows a maximum point-to-point ... » read more

Using Data Mining Differently

The semiconductor industry generates a tremendous quantity of data, but until very recently engineers had to sort through it on their own to spot patterns, trends and aberrations. That's beginning to change as chipmakers develop their own solutions or partner with others to effectively mine this data. Adding some structure and automation around all of this data is long overdue. Data mining h... » read more

ISO26262: The Case For Embedded Analytics In Automotive

From advanced driver assistance systems (ADAS) to a new generation of robots and medical systems, we are seeing an explosion in the development of cyber-physical systems. Because these systems use advanced software to interact with the physical world, safety is a paramount issue but one that is reflected in many industries by the use of safety standards based on a philosophy of risk assessment ... » read more

FD-SOI Adoption Expands

Fully depleted silicon-on-insulator (FD-SOI) is gaining ground across a number of new markets, ranging from IoT to automotive to machine learning, and diverging sharply from its original position as a less costly alternative to finFET-based designs. For years, [getkc id="220" kc_name="FD-SOI"] has been viewed as an either/or solution targeted at the same markets as bulk [gettech id="31093" c... » read more

The Week In Review: Design

Security Addressing the Meltdown and Spectre speculative execution vulnerabilities has not gone smoothly. Intel's firmware update caused unexpected behavior and a higher than expected number of reboots for its Haswell and Broadwell chips, leading the company to recommend users stop patching until an updated version of the patch is available. Microsoft's attempts to fix the issue left some W... » read more

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