A developer benchmarked Intel TDX confidential computing on H200 GPUs, achieving hardware-sealed AI inference with a 5.2% average performance overhead at $4.94 per hour — 65% cheaper than Azure Confid…
According to Cast AI's 2026 State of Kubernetes Optimization Report, average GPU utilization across enterprise Kubernetes clusters is only 5%, meaning 95% of provisioned GPU capacity sits idle. This w…
Nvidia reported a record quarterly revenue of $81.6 billion for the period ending April 26, driven by $75.2 billion in data center revenue, and announced an $80 billion share repurchase plan. The comp…
Synchronous continuous batching in LLM inference causes inefficiency by forcing the CPU and GPU to work sequentially, leaving one idle while the other operates. This idle time can account for nearly a…