Ministry of Education
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Dr Amit Mankodi

vidwan id: 283917
Male

Assistant Professor, ICT
Dhirubhai Ambani Institute of Information & Communication Technology (DAIICT), Gandhinagar

Orchid Icon 0000-0002-1484-041X Google Scholar Icon 57219272744 Google Scholar Icon UrQGRnMAAAAJ

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 11
Books 0
Proceedings 0

Publications

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Scopus

Citations 13
h-index 2

CrossRef

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Citations 17
h-index 3
Google Scholar

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Professional Recognition

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Community & Membership

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Bio

Embedded Systems, Computer Networks, High Performance Computing, Machine Learning

Personal Details

  • Male
  • Assistant Professor , Dhirubhai Ambani Institute of Information & Communication Technology (DAIICT), Gandhinagar
  • DA-IICT, Near Indroda Circle, Gandhinagar
MS
Other Institute 2020
MS
Other Institute 2020
Assistant Professor Jan 2017 – Present
Dhirubhai Ambani Institute of Information & Communication Technology (DAIICT), Gandhinagar | ICT
Assistant Professor Jan 2017 – Present
Dhirubhai Ambani Institute of Information & Communication Technology (DAIICT), Gandhinagar | ICT

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Co-Authors (2)

Amit

Prof Amit Bhatt

Dhirubhai Ambani Institute of Information & Communication Technology (DAIICT), Gandhinagar

Bhaskar

Prof Bhaskar Chaudhury

Dhirubhai Ambani Institute of Information & Communication Technology (DAIICT), Gandhinagar

Scholarly Work

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Scholarly Publications

Performance prediction from simulation systems to physical systems using machine learning with transfer learning and scaling

Open Access
Conference Paper
Year: 2023. Volume: 35 , Issue: 18 .
Authors: Mankodi A.;Bhatt A.;Chaudhury B.
DOI 10.1002/cpe.6433
3 3

Predicting physical computer systems performance and power from simulation systems using machine learning model

Open Access
Article
Year: 2023. Volume: 105 , Issue: 5 , Pages: 935-953 .
Authors: Mankodi A.;Bhatt A.;Chaudhury B.
DOI 10.1007/s00607-022-01066-5
1 1

An AutoML Based Algorithm for Performance Prediction in HPC Systems

Open Access
Conference Paper
Year: 2023. Volume: 13798 LNCS , Pages: 108-119 .
Authors: Mankodi A.;Bhatt A.;Chaudhury B.
DOI 10.1007/978-3-031-29927-8_9

Realistic Modeling of Computer Systems in Gem5 Simulator

Open Access
Conference Paper
Year: 2023. Volume: 694 LNNS , Pages: 923-938 .
Authors: Mankodi A.
DOI 10.1007/978-981-99-3091-3_75
1

Application-Based Evaluation of Neural Network Architectures for Edge Devices

Open Access
Book Chapter
Year: 2023. Pages: 117-130 .
Authors: Mankodi A.;Suthar H.;Bhatt A.
DOI 10.1201/9781003320333-9

Modeling Performance and Power on Disparate Platforms Using Transfer Learning with Machine Learning Models

Open Access
Conference Paper
Year: 2021. Volume: 206 , Pages: 231-246 .
Authors: Mankodi A.;Bhatt A.;Chaudhury B.;Kumar R.;Amrutiya A.
DOI 10.1007/978-981-15-9829-6_18
1 1

Performance Prediction of Physical Computer Systems Using Simulation-Based Hardware Models

Open Access
Conference Paper
Year: 2020.
Authors: Mankodi A.;Bhatt A.;Chaudhury B.
DOI 10.1109/HPBDIS49115.2020.9130599
1 1

Evaluating Machine Learning Models for Disparate Computer Systems Performance Prediction

Open Access
Conference Paper
Year: 2020.
Authors: Mankodi A.;Bhatt A.;Chaudhury B.;Kumar R.;Amrutiya A.
DOI 10.1109/CONECCT50063.2020.9198512
3 2