Scholar
Md Anwar Hossen
Google Scholar ID: SjduNPYAAAAJ
Graduate Student, CS Department, Iowa State University
Citations & Impact
Citations
37
H-index
3
i10-index
1
Publications
11
Co-authors
5
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Selected Publication: Md Anwar Hossen*, Fatema Siddika*, Wensheng Zhang, 'Fair Allocation of Bandwidth At Edge Servers For Concurrent Federated Learning Processes' (Submitted), 2023; Awards: Best Research Poster on Annual Research Day - ComS, Iowa State University - 2023; Honorable Mention in ACM ICPC 2012 - Dhaka Regional Site.
Research Experience
- PhD Student, currently working in the Software Analytics and Pervasive Parallelism Lab (co-supervised by Dr. Ali Jannesari) and The Real-Time Analytics of Transportation Data lab (co-supervised by Professor Anuj Sharma). Research topic is optimizing performance and communication in heterogeneous federated and decentralized learning systems. Former Assistant Professor at Daffodil Int. University (2016/01-2021/07), teaching Data Structure, Computer Algorithms, Discrete Maths, and Artificial Intelligence. Also served as a Teaching Assistant for ComS 228: Data Structure at Iowa State University.
Education
- PhD (2021/08~present): Computer Science, Iowa State University, USA, Advisor: Prof. Dr. Wensheng Zhang; MSc (2014/11~2016/08): Computer Science and Engineering, Jagannath University, Bangladesh; BSc (2010/01~2014/10): Computer Science and Engineering, Jagannath University, Bangladesh.
Background
- Research Interests: hierarchical federated learning and unlearning, distributed machine learning; Data and Model Quality: incentive mechanism, data and model quality; Differential Privacy: multi-dimensional private information for incomplete game. Areas include Artificial Intelligence, Mechanism Design, Modeling and Optimization, Game Theory, Mathematical Analysis.
Miscellany
- Services: Organizing: Technical Sessions Organizer, Int Conf on Cyber Security and Computer Science (ICONCS)- 2020; Chair, IEEE Student Branch, Jagannath University - 2017; Mentor, IEEE Student Branch, Daffodil Int. University - 2019; Mentor and Judge, Bangladesh National Hackathon, ICT Ministry - 2016.
