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 | 6 | 2020 |
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 | 4 | 2023 |
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 | 4 | 2020 |
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 | 3 | 2020 |
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 | 1 | 2023 |
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 | 1 | 2021 |
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 | 1 | 2020 |
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 | 1 | 2020 |
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 |