Amit Bhatt

According to our database, Amit Bhatt authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Predicting physical computer systems performance and power from simulation systems using machine learning model.

Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury

Computing, May, 2023

Performance prediction from simulation systems to physical systems using machine learning with transfer learning and scaling.

Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury

Concurr. Comput. Pract. Exp., 2023

2022

An AutoML Based Algorithm for Performance Prediction in HPC Systems.

Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2022

2020

Evaluation of Neural Network Models for Performance Prediction of Scientific Applications.

Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury

Proceedings of the 2020 IEEE Region 10 Conference, 2020

Multivariate Performance and Power Prediction of Algorithms on Simulation-Based Hardware Models.

Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury

Proceedings of the 19th International Symposium on Parallel and Distributed Computing, 2020

Cross-Platform Performance Prediction with Transfer Learning using Machine Learning.

Rajat Kumar, Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury, Aditya Amrutiya

Proceedings of the 11th International Conference on Computing, 2020

Modeling Performance and Power on Disparate Platforms Using Transfer Learning with Machine Learning Models.

Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury, Rajat Kumar, Aditya Amrutiya

Proceedings of the Modeling, Simulation and Optimization, 2020