Research Scholar
Department of Computer Science and Engineering
Indian Institute of Technology Bombay
About me
I am a research scholar at IITB. I am from Murtizapur, Maharashtra, India.
I did my B.E from University of Pune (2009). M.Tech from IIT Bombay (2011).
I am being supervised by Prof. Srinivas Aluru.
Post summer 2018, I am working as a research scientist at Parallel Computing Lab (PCL), Intel Labs, India.
Research Interest
My research interset includes Parallel algorithms, High Performance Computing, Computational Biology, Probabilistic Graphical Models, and Causal Inference.
Ph.D. Thesis
Parallel Algorithms for Large-Scale Bayesian Networks: Learning and Inference
Visiting Research Scholar
Parallel Computing Lab Intel, Bangalore, India (Ninja Programmer).
College of Computing, Gatech, Atlanta, USA.
Courses Taken
Introduction to Parallel Comuputing
Topics in Machine Learning
Computer Vision
Mobile Computing
Embedded Systms
Advance Computer Architecture
Convex Optimization
Teaching Assistance (TA)
CS 663: Digital Image Processing Autumn semester 2012-13
CS 763: Computer vision Spring semester 2012-13
Few projects
Graph analytics using varous parallel distributed framework like Hadoop, Giraph, Graphlab
Brute forcing DES algorithm on parallel Beowulf Cluster
Automated Harvesting Robot in green House
Analysis of various wireless routing protocols
Comparison learning semi-supervised learning algorithms using CVX matlab tool
Image segmentation using fuzzy C means algorithm
Publications and Awards
Sanchit Misra, Vasimuddin Md., Kiran Pamnany, Sriram P. Chock-
alingam, Yong Dong, Min Xie, Maneesha R. Aluru, and Srinivas Aluru,
Parallel bayesian network structure learning for genome-scale gene networks.
In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2014.
(Joint First Author) [Best paper finalist]
Seminar at Microsoft Research
Bronze Prize , Shell India SICTP (Shell India Computational Talent Prize), HiPC Goa 2014.
M. Vasimuddin and S. Aluru, Parallel Exact Dynamic Bayesian Network Structure Learning with Application to Gene Networks. IEEE 24th International Conference on High Performance Computing (HiPC), 2017. [ Best Paper Runner-up ]
M. Vasimuddin , SP Chockalingam and S. Aluru, A Parallel Algorithm for Bayesian Network Inference using Arithmetic Circuits. IEEE 32nd International Parallel and Distributed Processing Symposium, 2018. [ Microsoft Travel Grant ]
M. Vasimuddin, Sanchit Misra, Srinivas Aluru, Identification of Significant Computational Building Blocks through Comprehensive Deep-Dive of NGS Secondary Analysis Methods. Preprint BioRxiv 301903.
Sanchit Misra, Tony Pan, Kanak Mahadik, George Powley, Priya N. Vaidya, M. Vasimuddin, Srinivas Aluru, Performance Extraction and Suitability Analysis of Multi- and Many-core Architectures for Next Generation Sequencing Secondary Analysis. PACT, 2018.
M. Vasimuddin, Sanchit Misra, Heng Li, Srinivas Aluru, Efficient Architecture-Aware Acceleration of BWA-MEM for Multicore Systems. IPDPS 2019. [soon to be open-sourced]
