Matthew Poremba

AMD Research and Advanced Development

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Distributed Systems & Hardware (1)Training Efficiency & Optimization (1)

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Ranganath R. Selagamsetty (1)Bradford M. Beckmann (1)Joshua San Miguel (1)Mikko H. Lipasti (1)

Papers (1)

Jun 10, 2026

2w ago·also AMD Research and Advanced Development

Eidola: Modeling Multi-GPU Network Communication Traffic in Distributed AI Workloads

Eidola reveals that precise modeling of inter-GPU communication can drastically reduce memory traffic and enhance performance in distributed AI systems.

Ranganath R. Selagamsetty, Matthew Poremba, Bradford M. Beckmann +2

Distributed Systems & Hardware Training Efficiency & Optimization

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Matthew Poremba

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)