ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale.
William WonTaekyung HeoSaeed RashidiSrinivas SridharanSudarshan SrinivasanTushar KrishnaPublished in: ISPASS (2023)
Keyphrases
- probabilistic model
- management system
- prior knowledge
- computational model
- hierarchical model
- modeling method
- network model
- formal model
- neural network model
- statistical model
- mathematical model
- scale space
- social networks
- data sets
- experimental data
- linear programming
- knowledge base
- dynamic bayesian networks
- neural network