7 Metrics to Watch on Your GPUs
GPU-Util reads 90% but training is slow. Why? Beyond the utilization trap, here are the 7 metrics that actually matter and how to read them in layers.
Cloud-Native Inference & GPU Splitting
LLM inference needs CUDA Graph optimization, but CUDA Graphs freeze allocation at capture. TEN’s RA:X team solves this in place with GRIP, accepted to SoCC ‘26.
What Is a Modular Data Center (MDC)? The Next-Generation Approach to Building AI Infrastructure
Learn what a Modular Data Center (MDC) is, how it differs from containerized data centers, and why MDC are becoming a practical deployment model for high-density AI infrastructure.
Why Traditional Data Centers Are Reaching Their Limits in the AI Era
Explore why traditional data centers are reaching their limits in the AI era, as GPU power density, cooling requirements, and construction timelines reshape AI infrastructure strategy.
