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Amit Bhatt

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2023
[j2]
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  - journals/computing/MankodiBC23
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Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury:
Predicting physical computer systems performance and power from simulation systems using machine learning model. Computing 105(5): 935-953 (2023)
[j1]
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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)
2022
[c5]
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  - conf/pdcat/MankodiBC22
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Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury:
An AutoML Based Algorithm for Performance Prediction in HPC Systems. PDCAT 2022: 108-119
2020
[c4]
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  - conf/comso/MankodiBCKA20
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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: 231-246
[c3]
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  - conf/icccnt/KumarMBCA20
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Rajat Kumar, Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury, Aditya Amrutiya:
Cross-Platform Performance Prediction with Transfer Learning using Machine Learning. ICCCNT 2020: 1-7
[c2]
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Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury:
Multivariate Performance and Power Prediction of Algorithms on Simulation-Based Hardware Models. ISPDC 2020: 150-157
[c1]
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Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury:
Evaluation of Neural Network Models for Performance Prediction of Scientific Applications. TENCON 2020: 426-431

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