Fahim Chowdhury

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

High Performance Computing

Graphics Processing Units

Weakly Supervised

Top Venues

SIGMOD Conference Companion

Publications

Gaurav Saxena, Mohammad Rahman, Naresh Chainani, Chunbin Lin, George Caragea, Fahim Chowdhury, Ryan Marcus, Tim Kraska, Ippokratis Pandis, Balakrishnan (Murali) Narayanaswamy
Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift. SIGMOD Conference Companion (2023)
Nusrat Jahan, Zakia Sultana Shahid, Fahim Chowdhury, Sajjad Ahmed, Mohammad Zavid Parvez, Prabal Datta Barua, Subrata Chakraborty
A Comparison of LSTM and GRU for Bengali Speech-to-Text Transformation. ACR (2023)
Fahim Chowdhury, Francesco Di Natale, Adam Moody, Kathryn Mohror, Weikuan Yu
DFMan: A Graph-based Optimization of Dataflow Scheduling on High-Performance Computing Systems. IPDPS (2022)
Fahim Chowdhury, Yue Zhu, Francesco Di Natale, Adam Moody, Elsa Gonsiorowski, Kathryn Mohror, Weikuan Yu
Emulating I/O Behavior in Scientific Workflows on High Performance Computing Systems. PDSW@SC (2020)
Fahim Chowdhury, Yue Zhu, Todd Heer, Saul Paredes, Adam Moody, Robin Goldstone, Kathryn Mohror, Weikuan Yu
I/O Characterization and Performance Evaluation of BeeGFS for Deep Learning. ICPP (2019)
Yue Zhu, Weikuan Yu, Bing Jiao, Kathryn Mohror, Adam Moody, Fahim Chowdhury
Efficient User-Level Storage Disaggregation for Deep Learning. CLUSTER (2019)
Yue Zhu, Fahim Chowdhury, Huansong Fu, Adam Moody, Kathryn Mohror, Kento Sato, Weikuan Yu
Entropy-Aware I/O Pipelining for Large-Scale Deep Learning on HPC Systems. MASCOTS (2018)