Rahul Garg
Professor
computer science and engineering
The Indian Institutes of Technology, Delhi
India
Biography
Prior to joining IIT-Delhi, I worked for Opera Solutions India as VP Analytics and Head R&D. Headquartered in New York City, Opera Solutions is an analytics software/solutions company providing state-of-the-art analytics solutions to several global Fortune 500 clients. Prior to Opera Solutions in August 2011, I worked at the Computational Biology Center of IBM T. J. Watson research center, Yorktown Heights, NY, USA. My research explored the use of High-performance computing and machine learning techniques for the analysis of Neuroimaging data. I developed algorithms to solve inverse problems in the domain of medical image reconstruction and analyze functional connectivity of the brain in the domain of fMRI data analysis. Before moving to IBM TJ Watson Research Center, I was manager of the high-performance computing group at IBM India Research Lab. I was privileged to work with some wonderful colleagues at the IBM India Research Lab. All the wonderful work we did wouldn’t have been possible without their enthusiasm, active involvement and support. My earlier areas of work include communication networks, game theory, auction algorithms and Economics. I also held an adjunct faculty position in the Computer Science Department of Indian Institute of Technology, Delhi, where I taught courses on game theory and communications networks.
Research Interest
Machine Learning, Big Data Analytics, Neuroimaging, High Performance Computing
Publications
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A SLA Framework for QoS Provisioning and Dynamic Capacity Allocation, Rahul Garg, Ramandeep Singh Randhawa, Huzur Saran and Manpreet Singh, In Proceedings of Tenth International Workshop on Quality of Service (IWQoS 2002), May 2002.
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Eliciting Cooperation from Selfish Users: A Game-Theoretic Approach Towards Congestion Control in Communication Networks, Rahul Garg, Abhinav Kamra, and Varun Khurana, IBM Research Report RI01001, April 2001.
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A Game-Theoretic Approach Towards Congestion Control in Communication Networks, Rahul Garg, Abhinav Kamra and Varun Khurana, ACM Computer Communication Review, 32(3) July 2002.
