Using Machine Learning To Automate Debug Of Simulation Regression Results


Regression failure debug is usually a manual process wherein verification engineers debug hundreds, if not thousands of failing tests. Machine learning (ML) technologies have enabled an automated debug process that not only accelerates debug but also eliminates errors introduced by manual efforts. This white paper discusses how verification engineers can more efficiently analyze, bin, triage... » read more

Blog Review: Feb. 8


Cadence's Sanjeet Kumar points to key changes and optimizations that are done for USB3 Gen T compared to USB3 Gen X tunneling in order to minimize tunnel overhead and maximize USB3 throughput. Siemens EDA's Harry Foster considers the effectiveness of IC and ASIC verification by looking at schedule overruns, number of required spins, and classification of functional bugs. Synopsys' Chris C... » read more

Hunting For Hardware-Related Errors In Data Centers


The semiconductor industry is urgently pursuing design, monitoring, and testing strategies to help identify and eliminate hardware defects that can cause catastrophic errors. Corrupt execution errors, also known as silent data errors, cannot be fully isolated at test — even with system-level testing — because they occur only under specific conditions. To sort out the environmental condit... » read more

Bump Reliability is Challenged By Latent Defects


Thermal stress is a well-known problem in advanced packaging, along with the challenges of mechanical stress. Both are exacerbated by heterogenous integration, which often requires mingling materials with incompatible coefficients of thermal expansion (CTE). Effects are already showing up and will likely only get worse as package densities increase beyond 1,000 bumps per chip. “You comb... » read more

Ramping Up IC Predictive Maintenance


The chip industry is starting to add technology that can predict impending failures early enough to stave off serious problems, both in manufacturing and in the field. Engineers increasingly are employing in-circuit monitors embedded in SoC designs to catch device failures earlier in the production flow. But for ICs in the field, data tracing from design to application use only recently has ... » read more

Chip Industry’s Earnings Roundup


Editor's Note: Updated throughout February 2023 for additional earnings releases. Many companies reported revenue growth in the most recent quarter, but the latest round of chip industry earnings releases reflected some major themes: Demand for consumer electronics softened due to inflation, rising interest rates, and post-pandemic market saturation, creating a slump in the memory chip ... » read more

Building Better Cars Faster


Carmakers are accelerating their chip and electronic design schedules to remain competitive in an increasingly fast-changing market, but they are encountering gaps in the tooling, the supply chain, and in the methodologies they use to create those cars. While it's easy to envision how CAD software could be used to create the next new vehicle’s 3-D look, and how simulation software helps de... » read more

Protecting High-Speed Network Traffic With MACsec


By Dana Neustadter and Jerry Lotto There is an ever-increasing demand for bandwidth, driven by an exponential growth in the number of devices connected to the cloud and a broadening variety of sensors, applications, and services, resulting in an explosion of data traffic. This in turn, drives the proliferation of high bandwidth interfaces such as Ethernet, PCIe/CXL, and DDR to sustain faster... » read more

Solving Problems With The IoT


The Internet of Things, a term once applied to almost any "smart" gadget connected to the Internet, is becoming more useful, more complex, and more of a security risk as the value of data continues to grow and more people depend on IoT technology. In the decades since the concept was first introduced, IoT devices have become so ubiquitous that applications cover practically every consumer, c... » read more

Blog Review: Feb. 1


Siemens EDA's Harry Foster explores trends in low power design techniques for ICs and ASICs, with 72% of design projects reported actively managing power. Synopsys' Charlie Matar, Rita Horner, and Pawini Mahajan look at the concept of reliability, availability, and serviceability (RAS) in the context of high-performance computing SoC designs and how it can be supported with silicon lifecycle... » read more

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