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05/20/2023
Taming Resource Heterogeneity In Distributed ML Training With Dynamic Batching
Current techniques and systems for distributed model training mostly ass...
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03/12/2023
Scavenger: A Cloud Service for Optimizing Cost and Performance of ML Training
While the pay-as-you-go nature of cloud virtual machines (VMs) makes it ...
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11/11/2021
Molecular Dynamics Simulations on Cloud Computing and Machine Learning Platforms
Scientific computing applications have benefited greatly from high perfo...
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02/26/2021
A method for determining the parameters in a rheological model for viscoelastic materials by minimizing Tikhonov functionals
Mathematical models describing the behavior of viscoelastic materials ar...
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05/31/2020
Cloud-scale VM Deflation for Running Interactive Applications On Transient Servers
Transient computing has become popular in public cloud environments for ...
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11/12/2019