2 citations · 4 across the 6 of their papers we have counts for
6 papers
SLA-MORL: SLA-Aware Multi-Objective Reinforcement Learning for HPC Resource Optimization
Seraj Al Mahmud Mostafa, Aravind Mohan, Jianwu Wang
Dynamic resource allocation for machine learning workloads in cloud environments remains challenging due to competing objectives of minimizing training time and operational costs w…
A Multi-Scale Attention-Enhanced Architecture for Gravity Wave Localization in Satellite Imagery
Seraj Al Mahmud Mostafa, Jianwu Wang
Satellite images present unique challenges due to their high object variability and lower spatial resolution, particularly for detecting atmospheric gravity waves which exhibit sig…
Causal Feedback Discovery using Convergence Cross Mapping on Sea Ice Data
Francis Nji, Seraj Al Mahmud Mostafa, Jianwu Wang
Identifying causal relationships in climate systems remains challenging due to nonlinear, coupled dynamics that limit the effectiveness of linear and stochastic causal discovery ap…
Enhancing Satellite Object Localization with Dilated Convolutions and Attention-aided Spatial Pooling
Seraj Al Mahmud Mostafa, Chenxi Wang, Jia Yue +2
Object localization in satellite imagery is particularly challenging due to the high variability of objects, low spatial resolution, and interference from noise and dominant featur…
gWaveNet: Classification of Gravity Waves from Noisy Satellite Data using Custom Kernel Integrated Deep Learning Method
Seraj Al Mahmud Mostafa, Omar Faruque, Chenxi Wang +3
Atmospheric gravity waves occur in the Earths atmosphere caused by an interplay between gravity and buoyancy forces. These waves have profound impacts on various aspects of the atm…
YOLO based Ocean Eddy Localization with AWS SageMaker
Seraj Al Mahmud Mostafa, Jinbo Wang, Benjamin Holt +1
Ocean eddies play a significant role both on the sea surface and beneath it, contributing to the sustainability of marine life dependent on oceanic behaviors. Therefore, it is cruc…