Gopi Krishna Tummala

Tag: performance

All the articles with the tag "performance".

The DNA of Data: Parquet, Arrow, and the Quest for Analytic Speed

Advanced MLOps & Production 45 min

Dec 3, 2025

The unsung hero of modern data processing is how we structure data itself. Learn how Apache Parquet and Apache Arrow solve the fundamental trade-off between storage efficiency and compute speed in large-scale analytics and ML pipelines.
The Custom Kernel Craze — Why Developers Are Taking the Wheel on GPU Optimization

Advanced MLOps & Production 25 min

Nov 11, 2025

Why modern AI teams are handcrafting GPU kernels—from FlashAttention to TPU Pallas code—and how smarter tooling is making silicon-level tuning accessible.