Amit Mankodi

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Neural Network Model

Transfer Learning

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
Performance prediction from simulation systems to physical systems using machine learning with transfer learning and scaling. Concurr. Comput. Pract. Exp. 35 (18) (2023)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
Predicting physical computer systems performance and power from simulation systems using machine learning model. Computing 105 (5) (2023)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
An AutoML Based Algorithm for Performance Prediction in HPC Systems. PDCAT (2022)
Rajat Kumar, Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury, Aditya Amrutiya
Cross-Platform Performance Prediction with Transfer Learning using Machine Learning. ICCCNT (2020)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury, Rajat Kumar, Aditya Amrutiya
Modeling Performance and Power on Disparate Platforms Using Transfer Learning with Machine Learning Models. CoMSO (2020)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
Multivariate Performance and Power Prediction of Algorithms on Simulation-Based Hardware Models. ISPDC (2020)
Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury
Evaluation of Neural Network Models for Performance Prediction of Scientific Applications. TENCON (2020)