Faculty Directory
Alok Choudhary

Henry and Isabelle Dever Professor of Electrical Engineering and Computer Science

Contact

2145 Sheridan Road
Tech Room L469
Evanston, IL 60208-3109

847-467-4129Email Alok Choudhary

Website

Alok Choudhary's Homepage

Center for Ultra-scale Computing and Information Security (CUCIS)


Departments

Electrical Engineering and Computer Science

Education

Ph.D. Computer Engineering, University of Illinois, Urbana-Champaign, IL

M.S. Computer Engineering, University of Massachusetts, Amherst, MA

B.E. (Hons) Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani, India


Research Interests

High-performance computing; data intensive computing; scalable data mining; computer architecture; high-performance I/O systems and software; Social Media, Materials and Medical Informatics


Selected Publications

  • Cheng, Yu; Choudhary, Alok; Wang, Jun; Pankanti, Sharath; Liu, Huan, “Dual uncertainty minimization regularization and its applications on heterogeneous data”, IEEE International Conference on Data Mining Workshops, ICDMW, (2015)
  • Xie, Yusheng; Cheng, Yu; Agrawal, Ankit; Choudhary, Alok, “Estimating online user location distribution without GPS location”, IEEE International Conference on Data Mining Workshops, ICDMW, (2015)
  • Agrawal, Ankit; Choudhary, Alok; Liao, Wei-Keng; Hendrix, William; Son, Seung Woo, “NUMARCK: Machine Learning Algorithm for Resiliency and Checkpointing”, International Conference for High Performance Computing, Networking, Storage and Analysis, SC, (2015)
  • Chen, Wei; Choudhary, Alok; Xu, Hongyi; Liu, Ruoqian, “A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures”, Journal of Mechanical Design, Transactions of the ASME, (2015)
  • Liao, Wei-keng; Choudhary, Alok; Kandemir, Mahmut; Kim, Seong Jo; Zhang, Yuanrui, “IOPro: a parallel I/O profiling and visualization framework for high-performance storage systems”, Journal of Supercomputing, (2015)
  • Agrawal, Ankit; Choudhary, Alok; Palsetia, Diana; Patwary, Md. Mostofa Ali; Hendrix, William, “Clique guided community detection”, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014, (2015)
  • Cheng, Yu; Agrawal, Ankit; Choudhary, Alok; Liu, Huan; Zhang, Tao, “Social Role Identification via Dual Uncertainty Minimization Regularization”, Proceedings - IEEE International Conference on Data Mining, ICDM, (2015)
  • Agrawal, Ankit; Choudhary, Alok; Liu, Ruoqian; Kumar, Abhishek; Chen, Zhengzhang, “A predictive machine learning approach for microstructure optimization and materials design”, Scientific Reports, (2015)