AI Data Demands and Role of Omni Design Solutions
Artificial Intelligence is creating massive demand for efficient high bandwidth (i) data acquisition from the real-world, (ii) data transportation to the data center, and (iii) data connectivity within the data center.
Omni Design Plays a Key Role in All Three Key Segments of the Data Pipeline Infrastructure
Real-World Data Acquisition
Omni Design’s low-power wideband converters are used in real-world applications like Radar, LiDAR, and spatial computing sensors to digitize real-world data for AI systems.
Data Transport to Data Centers
Omni Design’s ultra-wideband data converters facilitate wireless and wireline data transport, ensuring large-scale data reaches data centers efficiently.
Connectivity within Data Centers
As machine learning models grow in complexity, Omni Design’s solutions support high-speed, low-power data connectivity within data centers, where SerDes IP accounts for about 25% of server power consumption.
Omni Design’s Thermal and Reliability Sensing
The OmniTRUST™ product line including process detectors, voltage monitors, and temperature sensors (PVT) which serve as the fundamental building blocks for monitoring key metrics throughout the silicon lifecycle, from initial design to in-field operation.
In today’s leading machine learning hardware, power and thermal management are critical to optimizing performance and reliability. OmniTRUST™ PVT monitors with accurate temp sensing, glitch detection, and process monitoring, implemented in some of the most advanced processing nodes, allows customer to continuously monitor and react to conditions that could have adverse effects on operation. This can allow precise throttling of performance up to the device limits, when needed, and rapid glitch detection provides feedback about operating conditions whether natural occurring, or due to malicious activity.