Search Results for author: Balajee Vamanan

Found 2 papers, 1 papers with code

Flag Aggregator: Scalable Distributed Training under Failures and Augmented Losses using Convex Optimization

1 code implementation12 Feb 2023 Hamidreza Almasi, Harsh Mishra, Balajee Vamanan, Sathya N. Ravi

Therefore, to scale computation and data, these models are inevitably trained in a distributed manner in clusters of nodes, and their updates are aggregated before being applied to the model.

Data Augmentation

Modeling Performance and Energy trade-offs in Online Data-Intensive Applications

no code implementations18 Aug 2021 Ajay Badita, Rooji Jinan, Balajee Vamanan, Parimal Parag

The performance metrics under consideration are the mean number of applications in the system and the average energy expenditure.

energy management Management

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