Lightweight, Embeddings Based Storage and Model Construction Over Satellite Data Collections

Sangmi Lee Pallickara , Shrideep Pallickara , Daniel Rammer , Paahuni Khandelwal
international conference on big data 246 -255

6
2020
Small is Beautiful: Distributed Orchestration of Spatial Deep Learning Workloads

Daniel Rammer , Kevin Bruhwiler , Paahuni Khandelwal , Samuel Armstrong
ieee acm international conference utility and cloud computing 101 -111

3
2020
STASH : Fast Hierarchical Aggregation Queries for Effective Visual Spatiotemporal Explorations

Saptashwa Mitra , Paahuni Khandelwal , Shrideep Pallickara , Sangmi Lee Pallickara
international conference on cluster computing 1 -11

2
2019
Attention-based convolutional capsules for evapotranspiration estimation at scale

Samuel Armstrong , Paahuni Khandelwal , Dhruv Padalia , Gabriel Senay
Environmental Modelling \& Software 152 105366

1
2022
CloudNet: A Deep Learning Approach for Mitigating Occlusions in Landsat-8 Imagery using Data Coalescence

Paahuni Khandelwal , Sam Armstrong , Abdul Matin , Shrideep Pallickara
Proceedings of the 18th IEEE Conference on eScience. Salt Lake City, Utah, USA

2
2022
DISCERN: Leveraging Knowledge Distillation to Generate High Resolution Soil Moisture Estimation from Coarse Satellite Data

Abdul Matin , Paahuni Khandelwal , Shrideep Pallickara , Sangmi Lee Pallickara
2023 IEEE International Conference on Big Data (BigData) 1222 -1229

2023
Mind the Gap: Generating imputations for satellite data collections at Myriad spatiotemporal scopes

Paahuni Khandelwal , Daniel Rammer , Shrideep Pallickara , Sangmi Lee Pallickara
2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet Computing (CCGrid) 92 -102

4
2021
ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections

Saptashwa Mitra , Paahuni Khandelwal , Shrideep Pallickara , Sangmi Lee Pallickara
2023 IEEE 16th International Conference on Cloud Computing (CLOUD) 72 -83

1
2023
Enabling fast, effective visualization of voluminous gridded spatial datasets

Paahuni Khandelwal , Menuka Warushavithana , Sangmi Lee Pallickara , Shrideep Pallickara
2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) 592 -604

1
2023
Deep Learning based Approach for Fast, Effective Visualization of Voluminous Gridded Spatial Observations

Paahuni Khandelwal , Menuka Warushavithana , Sangmi Lee Pallickara , Shrideep Pallickara
2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW) 316 -318

2023
Tweet analysis for real-time event detection and earthquake reporting system development

P Ekta , Priya Bundela , Richa Dewan ,
International Research Journal of Engineering and Technology (IRJET) 4 ( 5)

8
2017