Vikash Kumar

Affiliation PhD student Department of Computational and Data Sciences Indian Institute of Science (IISc) Contact CAD LAB, DESE, IISc Bengaluru, 560012 E-mail: kvikash [at] iisc [dot] ac [dot] in Education Ph.D., IISc Bengaluru (March 2024) Thesis: Data-Driven approach to estimate WCET for Real-Time Systems. B.Tech. Computer Science, Delhi University (July 2017)

Research Interests:

My current research interests include:

• Real-Time Systems

• Timing Analysis

• Machine Learning

• Knowledge Graph

• Large Language Models(LLMs)

Recent Publications

• (May'24) Our paper "ESOMICS: ML-Based Timing Behavior Analysis for Efficient Mixed-Criticality System Design". IEEE ACCESS. Here is our paper .

• (Apr'24) Our paper "Utilizing Machine Learning Techniques for Worst-Case Execution Time Estimation on GPU Architectures". IEEE ACCESS . Here is our paper .

• (Mar'24) My paper on "Motivating the Use of Machine-Learning For Improving Timing Behaviour of Mixed-Criticality Systems" accepted to 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), Valencia, Spain, 2024 . Here is our paper .