Debankur Mukherjee
Leo and Louise Benatar Early Career Professor and Assistant Professor
School of Industrial and Systems Engineering, Georgia Tech
Affiliations:
Algorithms, Combinatorics and Optimization (ACO)
Algorithms, Randomness and Complexity Center (ARC)
Center for Machine Learning (ML@GT)
Ph.D. position available: I am looking for a student with strong background in probability theory and stochastic processes. If you are a GT student, have the necessary background, and are interested in knowing more, please email me.
Employment
Aug 2023 – present: Leo and Louise Benatar Early Career Professor
Jul 2019 – present: Assistant Professor, ISyE, Georgia Tech
Jul 2018 – Jun 2019: Prager Assistant Professor, Division of Applied Mathematics, Brown University
Editorial Board Membership:
TPC member
ACM SIGMETRICS / IFIP PERFORMANCE 2024, Venice, Italy (also part of the Emergency Review Task Force)
Proceedings chair for IFIP WG 7.3 Performance conference, 2023, Chicago, IL, USA
ACM SIGMETRICS 2023, Orlando, Florida, USA
ACM SIGMETRICS 2022, Mumbai, India
International Teletraffic Congress (ITC 34), 2022, Shenzhen, China
IFIP WG 7.3 Performance conference, 2021, Milan, Italy
ACM SIGMETRICS 2021, Beijing, China
International Teletraffic Congress (ITC 33), 2021. Avignon, France.
International Teletraffic Congress (ITC 32), 2020. Osaka, Japan
International Teletraffic Congress (ITC 31), 2019. Budapest, Hungary
Grants
CPS: Medium: Collaborative Research: Developing Data-driven Robustness and Safety from Single Agent Settings to Stochastic Dynamic Teams: Theory and Applications. NSF organization: CMMI. 06/2023 – 05/2026. Award amount: $800,000. (Role: Georgia Tech PI)
Load Balancing for Cloud Networks: Data Locality Issues and Modern Algorithms. NSF organization: CCF. 07/2021–06/2024. Award amount: $439,202.
Research interests
Online sequential decision making and learning
Load balancing in large-scale systems, such as, data centers and cloud networks
Performance analysis of data centers and cloud networks
Stochastic processes scaling limits
Random graphs, topological properties of (complex) networks
Randomized algorithms on networks
Education
Aug, 2014 - Jun, 2018 Ph.D. (cum laude), Stochastics Operations Research, Eindhoven University of Technology
Jul, 2012 - May, 2014 M.Stat., Mathematical Statistics and Probability, Indian Statistical Institute
Jul, 2009 - May, 2012 B.Sc., Statistics, Ramakrishna Mission Residential College, Narendrapur, affil. to University of Calcutta
