SIVARO
Topic Cluster // 4 Articles
Spatial Dataflow
01
Unstructured Data Streaming for Real Time Hydrodynamics
--- Last November I watched a coastal engineer stare at a 40-minute-old wave forecast while a storm surge was already topping a seawall in Gujarat. The model...
02
The $30,000 Question: Low Cost Inference Serving Architecture in 2026
I spent the first half of 2025 watching a fintech company in Bangalore burn $180,000 a month on inference. Their GPU cluster sat idle 70%% of the time. Their ...
03
The Real Cost of AI Inference: A No-Bullshit Buying Guide
I've spent the last six months rebuilding my inference stack three times. Each time I thought I'd cracked it. Each time the bill came back and proved me wron...
04
Low Cost Inference Architecture
The first time a client showed me their inference bill, I almost choked on my coffee. They were spending $40,000 a month on GPU instances for a model that wa...