Atlas: A distributed file system for spatiotemporal data D Rammer, S Lee Pallickara, S Pallickara Proceedings of the 12th IEEE/ACM International Conference on Utility and …, 2019 | 9 | 2019 |
Alleviating i/o inefficiencies to enable effective model training over voluminous, high-dimensional datasets D Rammer, W Budgaga, T Buddhika, S Pallickara, SL Pallickara 2018 IEEE International Conference on Big Data (Big Data), 468-477, 2018 | 9 | 2018 |
Lightweight, embeddings based storage and model construction over satellite data collections K Bruhwiler, P Khandelwal, D Rammer, S Armstrong, SL Pallickara, ... 2020 IEEE International Conference on Big Data (Big Data), 246-255, 2020 | 8 | 2020 |
Enabling fast exploratory analyses over voluminous spatiotemporal data using analytical engines D Rammer, T Buddhika, M Malensek, S Pallickara, SL Pallickara IEEE Transactions on Big Data 8 (1), 213-228, 2019 | 7 | 2019 |
Glance: A generative approach to interactive visualization of voluminous satellite imagery S Mitra, D Rammer, S Pallickara, SL Pallickara 2021 IEEE International Conference on Big Data (Big Data), 359-367, 2021 | 6 | 2021 |
A generative approach to visualizing satellite data S Mitra, D Rammer, S Pallickara, SL Pallickara 2021 IEEE International Conference on Cluster Computing (CLUSTER), 815-816, 2021 | 4 | 2021 |
Mind the Gap: Generating imputations for satellite data collections at Myriad spatiotemporal scopes P Khandelwal, D Rammer, S Pallickara, SL Pallickara 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021 | 4 | 2021 |
Small is beautiful: Distributed orchestration of spatial deep learning workloads D Rammer, K Bruhwiler, P Khandelwal, S Armstrong, S Pallickara, ... 2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing …, 2020 | 4 | 2020 |
Distributed orchestration of regression models over administrative boundaries M Warushavithana, C Carlson, S Mitra, D Rammer, M Arabi, J Breidt, ... 2021 IEEE/ACM 8th International Conference on Big Data Computing …, 2021 | 3 | 2021 |
Towards timely, resource-efficient analyses through spatially-aware constructs within spark D Rammer, SL Pallickara, S Pallickara 2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing …, 2020 | 1 | 2020 |
Monitoring and Characterizing Application Service Availability DP Rammer Colorado State University, 2018 | 1 | 2018 |
Harnessing spatiotemporal data characteristics to facilitate large-scale analytics over voluminous, high-dimensional observational datasets DP Rammer Colorado State University, 2021 | | 2021 |