Hi, I am broadly interested in Real-Time/Cyber-Physical Systems with a particular focus on Worst-Case Execution Time Analysis due to shared resources in multi/many-core processors.
My research interests include Networks-on-Chip, Memory controllers, and Cache analysis techniques for Time-predictable architectures.
V. Kumar, "Deep Neural Network Approach to Estimate Early Worst-Case Execution Time," 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), 2021, pp. 1-8, doi:10.1109/DASC52595.2021.9594326.
GAML: An integrated approach of Genetic Algorithm and Machine Learning for generation of Worst-Case Data. (Under Reveiw in ETS 2022)
Senior Research Fellow (Aug 2020 To Present)
Indian Institute of Science
Bangalore , India
Junior Research Fellow (Aug 2018 To Aug 2020)
Indian Institute of Science
Bangalore , India
PhD (Aug 2018 To Present)
Computational and Data Sciences
Indian Institute of Science
Bangalore , India
B.Tech | Graduation (August 2013 To July 2017)
Computer Science
University of Delhi, India
Intermediate (July 2011 To June 2013)
Science Stream (PCM)
CBSE
High School (March 2001 To March 2011)
ICSE
Cricket
Badminton
Chess
Guitar
Trekking
CADL, DESE (IISc)