SIVARO
Topic Cluster // 4 Articles
GPU Scheduling
01
GPU Cost Optimization Techniques 2026: The Real Buyer's Guide
Last month a fintech in Bangalore sent me their GPU bill. $840,000 for Q2. They were running eight H100 clusters at about 31%% average utilization. I've seen ...
02
How to Optimize GPU Memory Usage to Cut Costs
Your GPU bill is not a math problem. It's a memory problem wearing a math costume. I learned this the expensive way. In early 2024, we had a client—a finte...
03
FPGA vs GPU Cost Efficiency: The Real Math Behind Your 2026 Hardware Bet
September 9, 2026 You're staring at a cloud bill that looks like a national debt. Your GPU cluster is burning cash, and someone on the board just asked, "Sho...
04
The Real Cost of Idle GPUs: How to Optimize GPU Utilization for Cost in 2026
You're not paying for compute. You're paying for the wait. I've spent the last eight years building data infrastructure and production AI systems at SIVARO. ...