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
ATLAS: A Distributed File System for Spatiotemporal Data

Daniel Rammer , Sangmi Lee Pallickara , Shrideep Pallickara
ieee acm international conference utility and cloud computing 11 -20

3
2019
Towards Timely, Resource-Efficient Analyses Through Spatially-Aware Constructs within Spark

Daniel Rammer , Sangmi Lee Pallickara , Shrideep Pallickara
ieee acm international conference utility and cloud computing 46 -56

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
Alleviating I/O Inefficiencies to Enable Effective Model Training Over Voluminous, High-Dimensional Datasets

Daniel Rammer , Walid Budgaga , Thilina Buddhika , Shrideep Pallickara
international conference on big data 468 -477

2
2018
Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines

Daniel Rammer , Thilina Buddhika , Matthew Malensek , Shrideep Pallickara
IEEE Transactions on Big Data 1 -1

1
2019
A generative approach to visualizing satellite data

Saptashwa Mitra , Daniel Rammer , Shrideep Pallickara , Sangmi Lee Pallickara
Smpte Journal 815 -816

1
2021
Distributed orchestration of regression models over administrative boundaries

Menuka Warushavithana , Caleb Carlson , Saptashwa Mitra , Daniel Rammer
Smpte Journal 80 -90

2
2021
Glance: A generative approach to interactive visualization of voluminous satellite imagery

Saptashwa Mitra , Daniel Rammer , Shrideep Pallickara , Sangmi Lee Pallickara
2021 IEEE International Conference on Big Data (Big Data) 359 -367

6
2021
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
Monitoring and Characterizing Application Service Availability

Daniel P Rammer
Colorado State University

1
2018