category: Top Stories

category: IoT, Security & Automotive

CXL Thriving As Memory Link
By Karen Heyman - 16 Sep, 2024 - Comments: 0

CXL is emerging from a jumble of interconnect standards as a predictable way to connect memory to various processing elements, as well as to share memory resources within a data center. Compute Express Link is built on a PCI Express foundation and supported by nearly all the major chip companies. It is used to link CPUs, GPUs, FPGAs, and other purpose-built accelerators using serial communic... » read more

Is PPA Relevant Today?
By Brian Bailey - 12 Sep, 2024 - Comments: 1

The optimization of power, performance, and area (PPA) has been at the core of chip design since the dawn of EDA, but these metrics are becoming less valuable without the context of how and where these chips will be used. Unlike in the past, however, that context now comes from factors outside of hardware development. And while PPA still serves as a useful proxy for many parts of the hardwar... » read more

Higher Density, More Data Create New Bottlenecks In AI Chips
By Adam Kovac - 12 Sep, 2024 - Comments: 0

Data movement is becoming a bigger problem at advanced nodes and in advanced packaging due to denser circuitry, more physical effects that can affect the integrity of signals or the devices themselves, and a significant increase in data from AI and machine learning. Just shrinking features in a design is no longer sufficient, given the scaling mismatch between SRAM-based L1 cache and digital... » read more

The Challenges Of Upgrading Lithium Batteries
By Bryon Moyer - 12 Sep, 2024 - Comments: 0

The ongoing electrification of everyday items has resulted in the proliferation of batteries, and spurred continued development for automotive and grid use. Lithium-ion batteries still dominate the rechargeable-battery landscape, with solid-state versions prolonging that position, but other lithium variants aim for greater safety while raising energy capacity. Battery researchers must balanc... » read more

Striking A Balance On Efficiency, Performance, And Cost
By Ed Sperling - 11 Sep, 2024 - Comments: 0

Experts at the Table: Semiconductor Engineering sat down to discuss power-related issues such as voltage droop, application-specific processing elements, the impact of physical effects in advanced packaging, and the benefits of backside power delivery, with Hans Yeager, senior principal engineer, architecture, at Tenstorrent; Joe Davis, senior director for Calibre interfaces and EM/IR product m... » read more

Reusable Power Models
By Brian Bailey - 14 Aug, 2024 - Comments: 0

Power is not a new concern, and proprietary models are available for some tasks, but the industry lacks standardization. The Silicon Integration Initiative (Si2) is hoping to help resolve that with an upcoming release of IEEE 2416, based on its Unified Power Model (UPM) work. The creation of any model is not to be taken lightly. There is a cost to its creation, verification and maintenance. ... » read more

CPU Performance Bottlenecks Limit Parallel Processing Speedups
By Bryon Moyer - 12 Aug, 2024 - Comments: 0

Multi-core processors theoretically can run many threads of code in parallel, but some categories of operation currently bog down attempts to raise overall performance by parallelizing computing. Is it time to have accelerators for running highly parallel code? Standard processors have many CPUs, so it follows that cache coherency and synchronization can involve thousands of cycles of low-le... » read more

Analog Consolidation Spurs New Round Of Startups
By Bryon Moyer - 08 Aug, 2024 - Comments: 0

A new wave of startups is rising to meet the growing need for specialized analog customization in chip design projects, opening the door to more affordable custom designs. These startups are breathing new life into a sector, which as a result of consolidation has favored only the largest chipmakers. As larger analog companies acquire smaller ones, many companies that were previously engaged ... » read more

Power Delivery Challenged By Data Center Architectures
By Ann Mutschler - 08 Aug, 2024 - Comments: 0

Processor and data center architectures are changing in response to the higher voltage needs of servers running AI and large language models (LLMs). At one time, servers drew a few hundred watts for operation. But over the past few decades that has changed drastically due to a massive increase in the amount of data that needs to be processed and user demands to do it more quickly. NVIDIA's G... » read more

Voltage Drop Now Requires Dynamic Analysis
By Karen Heyman - 08 Aug, 2024 - Comments: 0

At one time a relatively infrequent occurrence, voltage drop is now a major impediment to reliability at advanced nodes. Decades ago, voltage drop was only an issue for very large and high-speed designs, where there was concern about supply lines delivering full voltage to transistors. As design margins have tightened in modern advanced designs, controlling voltage drop has become a requiremen... » read more

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