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Saptashwa Mitra
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Stash: Fast hierarchical aggregation queries for effective visual spatiotemporal explorations
S Mitra, P Khandelwal, S Pallickara, SL Pallickara
2019 IEEE International Conference on Cluster Computing (CLUSTER), 1-11, 2019
192019
A transfer learning scheme for time series forecasting using facebook prophet
M Warushavithana, S Mitra, M Arabi, J Breidt, SL Pallickara, S Pallickara
2021 IEEE International Conference on Cluster Computing (CLUSTER), 809-810, 2021
72021
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
62021
Effective Integration of Geotagged, Ancilliary Longitudinal Survey Datasets to Improve Adulthood Obesity Predictive Models
S Mitra, Y Qiu, H Moss, K Li, SL Pallickara
2018 17th IEEE International Conference On Trust, Security And Privacy In …, 2018
62018
Confluence: adaptive spatiotemporal data integration using distributed query relaxation over heterogeneous observational datasets
S Mitra, SL Pallickara
2018 IEEE/ACM 11th International Conference on Utility and Cloud Computing …, 2018
52018
Alleviating resource requirements for spatial deep learning workloads
S Mitra, M Warushavithana, M Arabi, J Breidt, S Pallickara, S Pallickara
2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022
42022
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
42021
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
32021
Resource efficient profiling of spatial variability in performance of regression models
C Carlson, M Warushavithana, S Mitra, K Barram, S Ghosh, J Breidt, ...
2022 IEEE International Conference on Big Data (Big Data), 437-444, 2022
22022
Rapid betweenness centrality estimates for transportation networks using capsule networks
A Matin, S Armstrong, S Mitra, S Pallickara, SL Pallickara
2022 Fourth International Conference on Transdisciplinary AI (TransAI), 89-96, 2022
22022
Containerization of model fitting workloads over spatial datasets
M Warushavithana, S Mitra, M Arabi, J Breidt, SL Pallickara, S Pallickara
2021 IEEE International Conference on Big Data (Big Data), 3770-3779, 2021
22021
Rubiks: Rapid explorations and summarization over high dimensional spatiotemporal datasets
S Mitra, M Young, J Breidt, S Pallickara, S Pallickara
Proceedings of the IEEE/ACM 10th International Conference on Big Data …, 2023
12023
A framework for profiling spatial variability in the performance of classification models
M Warushavithana, K Barram, C Carlson, S Mitra, S Ghosh, J Breidt, ...
Proceedings of the IEEE/ACM 10th International Conference on Big Data …, 2023
12023
ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections
S Mitra, P Khandelwal, S Pallickara, SL Pallickara
2023 IEEE 16th International Conference on Cloud Computing (CLOUD), 72-83, 2023
12023
Argus: Rapid tracking of wildfires from unlabeled satellite images
S Mitra, P Khandelwal, S Pallickara, S Pallickara
International Conference on Cloud Computing (CLOUD), 2023
12023
Radix+: High‐throughput georeferencing and data ingestion over voluminous and fast‐evolving phenotyping sensor data
S Mitra, M Roselius, P Andrade‐Sanchez, JK McKay, SL Pallickara
Concurrency and Computation: Practice and Experience 35 (8), e7484, 2023
12023
Towards Interactive Analytics Over Voluminous Spatiotemporal Data Using a Distributed, In-Memory Framework
S Mitra
Colorado State University, 2023
2023
STRETCH: In-Memory Storage with Autoscaling for Cluster Computing
BR Shrestha, S Mitra, SL Pallickara
2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 224-228, 2019
2019
Adaptive Spatiotemporal Data Integration Using Distributed Query Relaxation over Heterogeneous Observational Datasets
S Mitra
Colorado State University, 2018
2018
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Articles 1–19