MAR 30, 2026Generative AI
Parallel layer fetches: 71% faster container image pulls
PPriya AnandFounding GTM
See all posts
Parallel layer fetches: 71% faster container image pulls
Where the time went
Image pulls took 38% of total cold start time for large generative models. Layers were fetched one after another from one registry endpoint.
Parallel fetches
We now fetch layers in parallel from a regional cache and unpack them as they arrive. Median pull time for a 12 GB image dropped from 41 seconds to 12.