Research

Major Areas of Focus:

• High Performance Computing

  • Graph algorithms

  • Social network/complex networks

  • Bioinformatics

  • Genomic Data Analysis

  • Computational sciences

  • GPU Computing

  • Runtime design

• Computer Architecture

  • Approximate computing

  • Accelerators design

  • Memory designs

  • Neuromorphic architectures

  • Programming models

  • Hardware security

• Data Analytics

  • Ubiquitous/Pervasive data analysis

  • Interdisciplinary areas in the intersection of computational sciences, life sciences, and medical technologies.

Current Research Funding:

• "PHEM for D³ – Parallel Heterogeneous External Memory Algorithms for Dealing with the Data Deluge". Core Research Grant, SERB (co-PI). Total sanctioned 62.8 lakhs (co-PI) 2024-2027.

• "High Performance Algorithms and Applications for large streaming data". SEED Grant, IIT Jodhpur (PI). Total Sanctioned 25 lakhs. 2023-2026.

• Fund for improvement of S&T Infrastructure in Universities and Higher Educational Institutions (FIST) grant, Department of CSE, IIT Jodhpur. Total sanctioned 1.25 crores (co-PI), 2022-25.

• Center of Excellence on Security in Cyber Physical Systems. Funded by MEITY. Total Sanctioned 3.5 crores. (co-PI), 2022-25.

• Forecasting COVID-19 spatio-temporal disease spread patterns and establishing predictive factors through the analysis of large data inconclusive/repeat tests and associated testing data. Funded by ICMR. Total Sanctioned 21.2 lakhs. (co-PI). 2022-25.

• Center of Excellence in AYURTech for Integrative Precision Health and Medicine. Ministry of AYUSH, Govt. of India. Total sanctioned 10 cores. (co-PI), 2022-25.

• Cuff-less BP Monitoring (Consultancy Project with Johari Digital), 2021-2023.

• High Performance Network Science : DST SERB (2017-2020).

• NVIDIA Hardware Grant 2017 (Thanks to NVIDIA Corporation for providing a TITAN X Pascal GPU)