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Amit Mankodi
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Cross-platform performance prediction with transfer learning using machine learning
R Kumar, A Mankodi, A Bhatt, B Chaudhury, A Amrutiya
2020 11th International Conference on Computing, Communication and …, 2020
62020
Performance prediction from simulation systems to physical systems using machine learning with transfer learning and scaling
A Mankodi, A Bhatt, B Chaudhury
Concurrency and Computation: Practice and Experience 35 (18), e6433, 2023
42023
Evaluation of neural network models for performance prediction of scientific applications
A Mankodi, A Bhatt, B Chaudhury
2020 IEEE REGION 10 CONFERENCE (TENCON), 426-431, 2020
42020
Evaluating machine learning models for disparate computer systems performance prediction
A Mankodi, A Bhatt, B Chaudhury, R Kumar, A Amrutiya
2020 IEEE International Conference on Electronics, Computing and …, 2020
32020
Predicting physical computer systems performance and power from simulation systems using machine learning model
A Mankodi, A Bhatt, B Chaudhury
Computing 105 (5), 935-953, 2023
12023
Modeling performance and power on disparate platforms using transfer learning with machine learning models
A Mankodi, A Bhatt, B Chaudhury, R Kumar, A Amrutiya
Modeling, Simulation and Optimization: Proceedings of CoMSO 2020, 231-246, 2021
12021
Multivariate Performance and Power Prediction of Algorithms on Simulation-Based Hardware Models
A Mankodi, A Bhatt, B Chaudhury
2020 19th International Symposium on Parallel and Distributed Computing …, 2020
12020
Performance Prediction of Physical Computer Systems Using Simulation-Based Hardware Models
A Mankodi, A Bhatt, B Chaudhury
2020 International Conference on High Performance Big Data and Intelligent …, 2020
12020
Application-Based Evaluation of Neural Network Architectures for Edge Devices
A Mankodi, H Suthar, A Bhatt
Research Advances in Network Technologies, 117-130, 2023
2023
Realistic Modeling of Computer Systems in Gem5 Simulator
A Mankodi
International Congress on Information and Communication Technology, 923-938, 2023
2023
An AutoML Based Algorithm for Performance Prediction in HPC Systems
A Mankodi, A Bhatt, B Chaudhury
International Conference on Parallel and Distributed Computing: Applications …, 2022
2022
Modeling performance and power matrix of disparate computer systems using machine learning techniques (Modeling Compiler Systems Selection)
A Mankodi
Dhirubhai Ambani Institute of Information and Communication Technology, 2022
2022
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