Feedback

Santonu Sarkar

Professor, Department of Computer Science & Information Systems

Open-Source Projects

Analysis of Bigscholarly Data – https://github.com/santonus/bigscholarlydata (2014-2019 )

  • Collection of projects to crawl, extract topics, and perform predictive analytics on big scholarly data
  • Data crawled from ACM/IEEE, AMiner, and Microsoft academic graph

CUDA Microbenchmark – https://github.com/santonus/benchmark (2017 )

  • A set of microbenchmark programs for CUDA

Data analysis for vehicular safety – https://github.com/santonus/iot_safetyanalysis (2018 )

  • Analysis of publicly available vehicle accident A part of my student’s masters thesis, jointly supervised from ABB Corp. Research

Dependability Analysis from application and system logs – https://github.com/santonus/loganalysis (2017 )

  • Set of scripts for fault analysis from logs

Predictive Model for Energy Consumption – https://github.com/santonus/energymodel (2016-2019 )

  • Analyses CUDA programs to predict its execution time and energy consumption

Program verification tool – https://github.com/santonus/codeverification (2016-2017 )

  • Python based program verification tool for data race detection in a CUDA program

Library for measuring power and energy consumptions – https://github.com/santonus/energymeasure (2016 )

  • C++ based library called UPAPPI for measuring power and energy consumption of HPC (CUDA, OpenMP) applications

Design Abstraction Libary – https://github.com/santonus/designabstraction (2016-2019 )

  • Extends Thrust library to use shared memory, extends library for 2D data, and heterogeneous devices