The work extends VEF traces to model and detect congestion in HPC communication patterns from runs of NEST, GROMACS, LAMMPS, and PATMOS.
The structural simulation toolkit
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
StableHLO serves as a viable unified representation for cross-architecture performance modeling of distributed ML workloads, preserving relative trends while exposing fidelity trade-offs.
citing papers explorer
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Characterization of Real Communication Patterns and Congestion Dynamics in HPC Interconnection Networks
The work extends VEF traces to model and detect congestion in HPC communication patterns from runs of NEST, GROMACS, LAMMPS, and PATMOS.
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Evaluating Cross-Architecture Performance Modeling of Distributed ML Workloads Using StableHLO
StableHLO serves as a viable unified representation for cross-architecture performance modeling of distributed ML workloads, preserving relative trends while exposing fidelity trade-offs.