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.
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Strategy · December 2025
HPC Foundations for 2025 Clusters
Access patterns, reference architecture, and guardrails for exascale-era programs.
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Operations · November 2025
Reliability Playbook for Busy Slurm Queues
Queue architecture, QoS math, and observability tactics that keep schedulers trustworthy.
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Technical · November 2025
Advanced Techniques for GPU-Heavy Science
Multi-node accelerators, MIG slicing, mixed precision, and zero-trust data flows.