Mohit Kumar, Ph.D.

I received my B.Tech. in Computer Science & Engineering from Maharshi Dayanand University, India, and my M.S. and Ph.D. in Computer Science from Wayne State University, Detroit. My M.S. thesis evaluated the energy consumption of Java programming language and my Ph.D. dissertation introduced an Eclipse plugin Java Energy Profiler & Optimizer (JEPO), which can help programmers to write energy efficient code in Java. I had also performed analysis on the Titan supercomputer interconnect resiliency, congestion events, and application characteristics. I was a Postdoctoral Research Associate in the Computer Science Research Group at Oak Ridge National Laboratory where my research focuses on modeling HPC resilience design patterns and on software infrastructure for large scale data streaming and analytics. At Oak Ride National Laboratory, I also worked as a Data Engineer where my responsibilities include developing and maintaining ETL pipelines for scientific projects. Currently, I am working as a Software Engineer at Intel. My research interests include software energy efficiency, data analytics, and high performance computing. In my free time, I like to click pictures.

1. Kumar, M., Gupta, S., Patel, T., Wilder, M., Shi, W., Fu, S., Engelmann, C. & Tiwari, D., Study of Interconnect Errors, Network Congestion, and Applications Characteristics for Throttle Prediction on a Large Scale HPC System, in Elsevier Journal of Parallel and Distributed Computing, volume 153, pages 29-43, July 1, 2021.
2. Kumar, M., Lee, S., Park, B.H, Blum, J., Ward, M. & Nebeker, J. R., Advanced Health Information Technology Analytic Framework and Application to Hazard Detection, in Proceedings of the 2nd International Workshop on Big Data Tools, Methods, and Use Cases for Innovative Scientific Discovery (BTSD) 2020, Atlanta, GA, USA, December 10, 2020.
3. Kumar, M. & Engelmann, C., Models for Resilience Design Patterns, in Proceedings of the 33rd International Conference on High Performance Computing, Networking, Storage and Analysis (SC) Workshops 2020: 10th Workshop on Fault Tolerance for HPC at eXtreme Scale (FTXS) 2020, pages 21-30, Atlanta, GA, USA, November 11, 2020.
4. Kumar, M., Zhang, X., Liu, L., Wang, Y., & Shi, W., Energy-Efficient Machine Learning on the Edges, in 2020 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (pp. 912-921). IEEE.
5. Kumar, M., & Shi, W., Energy Consumption Analysis of Java Command-line Options, in 2019 Tenth International Green and Sustainable Computing Conference (IGSC) (pp. 1-8). IEEE.
6. Li, Y., Shi, W., Kumar, M., & Chen, J., DyCREM: Dynamic Credit Risk Management Using Edge-Based Blockchain, in 2018 IEEE/ACM Symposium on Edge Computing (SEC) (pp. 344-346). IEEE.
7. Kumar, M., Gupta, S., Patel, T., Wilder, M., Shi, W., Fu, S., Engelmann, C. & Tiwari, D., Understanding and analyzing interconnect errors and network congestion on a large scale HPC system, in 2018 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (pp. 107-114). IEEE.
8. Li, Y., Kumar, M., Shi, W., & Wan, J, Falcon: An Ambient Temerature aware Thermal Control Policy for IoT Gateways, accepted in Sustainable Computing: Informatics and Systems, Sep. 2017
9. Kumar, M., Li, Y., & Shi, W., Energy consumption in java: An early experience, in 2017 Eighth International Green and Sustainable Computing Conference (IGSC) (pp. 1-8). IEEE.

1. Kumar M., & Engelmann C., Resilience Structural Design Patterns Modeling, Oak Ridge Postdoctoral Association Research Symposium (2020).
2. Kumar, M., Li, Y., & Shi, W., Improving Energy Consumption of Java Programming Language, International Green and Sustainable Computing Conference (IGSC) 2019.
3. Kumar, M., Gupta, S., Patel, T., Wilder, M., Shi, W., Fu, S., & Tiwari, D, Towards Understanding Interconnect Failures in HPC Systems, 6th Greater Chicago Area Systems Research Workshop (GCASR) 2017

• Technical Program Committee, International Green and Sustainable Computing Conference (IGSC) 2020.

• Deep Learning Specialization
• Fundamentals of Parallelism on Intel Architecture by Intel
• AWS Fundamentals: Going Cloud-Native
• Web Design for Everybody (Basics of Web Development and Coding) Specialization
• The Data Scientist’s Toolbox
• Programming Mobile Applications for Android Handheld Systems: Part 1
• Introduction to Programming with MATLAB
• Programming for Everybody (Python)

• Resilience Design Patterns Modeling
• Java Energy Profiler & Optimizer

mohit2.kumar@intel.com
mohitgahlot.14@gmail.com