Journals/Conferences/books/book chapters

Journals/Conferences/books/book chapters :


  • Amit Mankodi, Amit Bhatt ,and Bhaskar Chaudhury, Predicting physical computer systems performance and power from simulation systems using machine learning model, "Computing", 105(5), pp. 935-953, May. 2023.
  • Amit Mankodi, Amit Bhatt ,and Bhaskar Chaudhury, Performance prediction from simulation systems to physical systems using machine learning with transfer learning and scaling, "Concurrency and Computation: Practice and Experience", 35(18), pp. e6433, 15 Aug. 2023.


  • Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury, Rajat Kumar and Aditya Amrutiya, "Evaluating Machine Learning Models for Disparate Computer Systems Performance Prediction, " In 6th IEEE International Conference on Electronics, Computing and Communication Technologies, Bangalore, India, 02-04 July 2020.
  • Amit Mankodi, Amit Bhatt and Bhaskar Chaudhury, "Evaluation of neural network models for performance prediction of scientific applications, " In IEEE Region 10 Annual International Conference, (TENCON), Osaka, Japan, 16-19 November 2020.
  • Amit Mankodi, Amit Bhatt, Bhaskar Chaudhury,Rajat Kumar and Aditya Amrutiya, "Modeling Performance and Power on Disparate Platforms Using Transfer Learning with Machine Learning Models, " In International Conference on Modeling, Simulation and Optimization, CoMSo 2020, Silchar, India, 03-05 August 2020.
  • Amit Mankodi, Amit Bhatt and Bhaskar Chaudhury, "Multivariate Performance and Power Prediction of Algorithms on Simulation-Based Hardware Models, " In 19th International Symposium on Parallel and Distributed Computing, ISPDC 2020, Warsaw, Poland, 05-08 July 2020.
  • Amit Mankodi,  Amit Bhatt, and Bhaskar Chaudhury. , "Performance Prediction of Physical Computer Systems Using Simulation-Based Hardware Models, " In 2020 International Conference on High Performance Big Data and Intelligent Systems (HPBD&IS). IEEE, 2020., Shenzhen, China, 23-23 May 2020.
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