Articles

Each briefing follows the same pattern as pranavkulkarni.org: a single narrative column, references to the latest data (TOP500, MLPerf, Slurm 24.05 release notes), and practical checklists. No fluff—just field notes you can paste into an engineering review.

• Strategy · December 2025

  HPC Foundations for 2025 Clusters

  Access patterns, reference architecture, and guardrails for exascale-era programs.

  12 min read · Mandar & Pranav

• Operations · November 2025

  Reliability Playbook for Busy Slurm Queues

  Queue architecture, QoS math, and observability tactics that keep schedulers trustworthy.

  14 min read · Mandar Gurav

• Technical · November 2025

  Advanced Techniques for GPU-Heavy Science

  Multi-node accelerators, MIG slicing, mixed precision, and zero-trust data flows.

  15 min read · Pranav Kulkarni