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Frank Denneman

Site: https://frankdenneman.nl Author: Frank Denneman

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frank dennemanpersonal site

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Their llms.txt

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# Frank Denneman

Site: https://frankdenneman.nl
Author: Frank Denneman

Description:
Technical writing on AI platform architecture, GPU resource strategy,
NUMA-aware infrastructure design, virtualization performance,
and production AI infrastructure behavior.

## Primary Topics
- AI infrastructure architecture
- GPU placement and scheduling
- vGPU profile behavior
- MIG partitioning and placement geometry
- NUMA-aware system design
- CPU and memory locality
- Virtualization performance

## Start Here
- https://frankdenneman.nl/
  Homepage and latest writing

- https://frankdenneman.nl/ai-infrastructure/
  Architecting AI Infrastructure series overview and companion tools

- https://frankdenneman.nl/ai-infrastructure/index.json
  Structured series graph for Architecting AI Infrastructure

- https://frankdenneman.nl/concepts/
  Concept index landing page

- https://frankdenneman.nl/concepts/index.json
  Machine-readable concept graph

- https://frankdenneman.nl/tools/
  Interactive tools landing page

- https://frankdenneman.nl/tools/index.json
  Machine-readable tools index

- https://frankdenneman.nl/llms-full.txt
  Full machine-readable corpus of site articles

## Architecting AI Infrastructure
- https://frankdenneman.nl/posts/2026-03-06-MIG-Mode/
  MIG Partitioning, Placement Geometry, and Stranded Capacity

- https://frankdenneman.nl/posts/2026-03-01-same-size-vs-mixed-size-placement/
  Same Size vs Mixed Size Placement at Cluster Scale

- https://frankdenneman.nl/posts/2026-02-24-mixed-size-vgpu-mode-in-practice/
  Mixed Size vGPU Mode in Practice

- https://frankdenneman.nl/posts/2026-02-19-how-same-size-vgpu-mode-and-right-sizing-shape-gpu-placement-efficiency/
  How Same Size vGPU Mode and Right-sizing Shape GPU Placement Efficiency

- https://frankdenneman.nl/posts/2026-02-17-how-vsphere-gpu-modes-and-assignment-policies-determine-host-level-placement/
  How vSphere GPU Modes and Assignment Policies Determine Host Level Placement
…

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