tag: power management

Robust Dynamic Voltage Droop Mitigation And Power Management
By Graham Woods - 13 Jan, 2026 - Comments: 1

Power management is one of the keys for developing successful semiconductors products. There are virtually no applications for which power consumption is not a concern. Many creative solutions have been developed to reduce and manage power. Making these schemes work robustly in real-world conditions can be a challenge. This post considers widely used methods—voltage droop/glitch detection and... » read more

The Future of Powering AI
By Infineon - 03 Dec, 2025 - Comments: 0

We are at the dawn of the next technological revolution. A revolution driven by Artificial Intelligence (AI) and accelerating at an unprecedented speed. At the end of 2022, with the launch of ChatGPT, our world changed significantly; within two months, it gained 100 million active users. AI not only has the potential to transform every area of life, be it financial services, digital assistants,... » read more

PCIe Low-Power Validation Challenges And Potential Solutions
By Kunal Chhabriya - 13 Nov, 2025 - Comments: 0

As chip complexities increase and the industry evolves to more battery-powered devices, power-aware/consumption research becomes an integral part of design in the industry. Low power is crucial in ASIC applications to ensure longevity, durability, and reliability. PCI-SIG has focused on reducing power consumption while the PCIe interface is active to enable better platform power management (... » read more

Efficiency Defines The Future Of Data Movement
By Andy Nightingale - 30 Oct, 2025 - Comments: 0

For decades, chip performance was measured by how much raw compute could be packed onto a die. However, that equation has changed. Moving data across a system-on-chip (SoC) now consumes more energy than the computations it performs. Efficient data movement has become a significant challenge for next-generation SoC designs. AI workloads are multiplying, hyperscale data centers are approaching po... » read more

Power Stabilization To Allow Continued Scaling Of AI Training Workloads (Microsoft, OpenAI, NVIDIA)
By Technical Paper Link - 28 Aug, 2025 - Comments: 0

A new technical paper titled "Power Stabilization for AI Training Datacenters" was published by researchers at Microsoft, OpenAI, and NVIDIA. Abstract "Large Artificial Intelligence (AI) training workloads spanning several tens of thousands of GPUs present unique power management challenges. These arise due to the high variability in power consumption during the training. Given the synchron... » read more

Connecting AI Accelerators
By Ann Mutschler - 04 Jun, 2025 - Comments: 0

Experts At The Table: Semiconductor Engineering sat down to discuss the various ways that AI accelerators are being applied today with Marc Meunier, director of ecosystem development at Arm; Jason Lawley, director of product marketing for AI IP at Cadence; Paul Karazuba, vice president of marketing at Expedera; Alexander Petr, senior director at Keysight; Steve Roddy, chief marketing office... » read more

Offline RL Framework That Dynamically Controls The GPU Clock And Server Fan Speed To Optimize Power Consumption And Computation Time (KAIST)
By Technical Paper Link - 31 May, 2025 - Comments: 0

A new technical paper titled "Power Consumption Optimization of GPU Server With Offline Reinforcement Learning" was published by researchers at Korea Advanced Institute of Science and Technology (KAIST) and KT Research and Development Center. "Optimizing GPU server power consumption is complex due to the interdependence of various components. Conventional methods often involve trade-offs: in... » read more

Future-proofing AI Models
By Ann Mutschler - 21 May, 2025 - Comments: 0

Experts At The Table: Making sure AI accelerators can be updated for future requirements is becoming essential due to the rapid introduction of new models. Semiconductor Engineering sat down to discuss the challenges of future-proofing these designs with Marc Meunier, director of ecosystem development at Arm; Jason Lawley, director of product marketing for AI IP at Cadence; Paul Karazuba, vic... » read more

AI Accelerators Moving Out From Data Centers
By Ann Mutschler - 15 May, 2025 - Comments: 0

Experts At The Table: The explosion in AI data is driving chipmakers to look beyond a single planar SoC. Semiconductor Engineering sat down to discuss the need for more computing and the expanding role of chiplets with Marc Meunier, director of ecosystem development at Arm; Jason Lawley, director of product marketing for AI IP at Cadence; Paul Karazuba, vice president of marketing at Expedera; ... » read more

Challenges In Managing Chiplet Resources
By Ann Mutschler - 27 Mar, 2025 - Comments: 0

Managing chiplet resources is emerging as a significant and multi-faceted challenge as chiplets expand beyond the proprietary designs of large chipmakers and interact with other elements in a package or system. Poor resource management in chiplets adds an entirely new dimension to the usual power, performance, and area tradeoffs. It can lead to performance bottlenecks, because as chiplets co... » read more

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