BITS Pilani

  • Page last updated on Tuesday, October 03, 2023

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Jagat Sesh Challa

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Research

Research Areas

  • Big Data and HPC
  • Stream Analytics
  • Parallel Data Structures and Algorithms for ML/DM
  • Federated Learning
  • Computer Vision
  • Materials Informatics
  • Human Computer Interaction

Sponsored Research Projects

Project: Resolving Bottlenecks of Cross-Device Federated Learning using Anytime Algorithms
Funding agency: BITS Pilani (under the Additional Competitive Research Grant)
Amount: Rs. 9.98 lakhs 
Duration: Two years (2022-2024)
Status: On-going 
 
Project: Enhancing emotion and demographic inference for low-resolution video feeds in the Indian context
Role: Co-Principal Investigator
Funding agency: kwipic.in
Amount: Rs. 6 lakhs 
Duration: Two years (2022-2024)
Status: On-going 
 
Project: A multi-core framework for anytime mining of multiple high speed streams
Role: Principal Investigator
Funding agency: BITS Pilani (under the Research Initiation Grant for new faculty)
Amount: Rs. 2 lakhs 
Duration: Two years (2021-2023)
Status: Completed
 
Project: A New Distributed Computing Framework for Data Mining
Role: Research Assistant (while pursuing PhD)
Funding Agency: MeitY, Govt. of India
Amount: Rs. 121.00 Lakhs
Duration: Three years, 6 months (2012-2016)
Status: Completed

Research Projects

  • Anytime Mining of Data Streams (Sequential and Parallel)
  • Facial Emotion Recognition in the Indian Context
  • Chemical Properties Prediction in Additive Manufacturing
  • Federated Learning for Computational Photography
  • Federated Learning based Data Mining Algorithms
  • Parallelization of Clustering Algorithms
  • Human Computer Interaction Studies for LLMs

Research Labs Associated with

  • Advanced Data Analytics and Parallel Technologies Lab (ADAPT Lab)

Phd Students

Name:    Aarti
Area:      Big Data Analytics on Streams
Role:      Supervisor
 
Name:    Pallavi Satsangi (Home Page)
Area:      Computational Photography
Role:      Co-Supervisor 
 
Name:    Sourabh Pramanick
Area:      Meta Data
Role:      Supervisor 

Research Collaborators

  • Prof. Alok Choudhary, Northwestern University, USA
  • Prof. Ankit Agrawal, Northwestern University, USA
  • Prof. Wei-Keng Liao, Northwestern University, USA
  • Prof. Poonam Goyal, BITS Pilani, India
  • Prof. Shan Balasubramaniam, BITS Pilani, India
  • Prof. Navneet Goyal, BITS Pilani, India
  • Dr. K. Haribabu, BITS Pilani, India
  • Dr. Pratik Narang, BITS Pilani, India
  • Prof. Anil Maheshwari, Carleton University, Ottawa, Canada
  • Dr. Arindam Paul, American Family Insurance, USA
  • Dr. Harshal Akolekar, IIT Jodhpur, India
  • Dr. Saiyedul Islam, AMD, Bangalore, India
  • Dr. Sonal Kumari, ABB, Bangalore, India
  • Dhruv Kumar, IIIT Delhi
  • Nikhil S., University of Minnesota, Minneapolis, USA

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