274 results on '"Shrideep Pallickara"'
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2. DeepSoil: A Science-guided Framework for Generating High Precision Soil Moisture Maps by Reconciling Measurement Profiles Across In-situ and Remote Sensing Data.
3. Enabling Fast, Effective Visualization of Voluminous Gridded Spatial Datasets.
4. AQUA: A Framework for Spatiotemporal Analysis and Visualizations of Water Quality Data at Scale.
5. DISCERN: Leveraging Knowledge Distillation to Generate High Resolution Soil Moisture Estimation from Coarse Satellite Data.
6. ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections.
7. A Framework for Profiling Spatial Variability in the Performance of Classification Models.
8. Rubiks: Rapid Explorations and Summarization over High Dimensional Spatiotemporal Datasets.
9. Deep Learning based Approach for Fast, Effective Visualization of Voluminous Gridded Spatial Observations.
10. CloudNet: A Deep Learning Approach for Mitigating Occlusions in Landsat-8 Imagery using Data Coalescence.
11. Alleviating Resource Requirements for Spatial Deep Learning Workloads.
12. Griddle: Effective Query Support over Voluminous Gridded Spatial Datasets.
13. Resource Efficient Profiling of Spatial Variability in Performance of Regression Models.
14. Rapid Betweenness Centrality Estimates for Transportation Networks using Capsule Networks.
15. Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines.
16. Mind the Gap: Generating Imputations for Satellite Data Collections at Myriad Spatiotemporal Scopes.
17. Containerization of Model Fitting Workloads over Spatial Datasets.
18. Glance: A Generative Approach to Interactive Visualization of Voluminous Satellite Imagery.
19. Distributed Orchestration of Regression Models Over Administrative Boundaries.
20. Towards Timely, Resource-Efficient Analyses Through Spatially-Aware Constructs within Spark.
21. Small is Beautiful: Distributed Orchestration of Spatial Deep Learning Workloads.
22. Lightweight, Embeddings Based Storage and Model Construction Over Satellite Data Collections.
23. Iris: Amortized, Resource Efficient Visualizations of Voluminous Spatiotemporal Datasets.
24. Concerto: Leveraging Ensembles for Timely, Accurate Model Training Over Voluminous Datasets.
25. Living on the Edge: Data Transmission, Storage, and Analytics in Continuous Sensing Environments.
26. Pebbles: Leveraging Sketches for Processing Voluminous, High Velocity Data Streams.
27. STASH : Fast Hierarchical Aggregation Queries for Effective Visual Spatiotemporal Explorations.
28. Aperture: Fast Visualizations Over Spatiotemporal Datasets.
29. ATLAS: A Distributed File System for Spatiotemporal Data.
30. Special issue: Elastic computing from edge to the cloud environments.
31. Alleviating I/O Inefficiencies to Enable Effective Model Training Over Voluminous, High-Dimensional Datasets.
32. Serverless Computing: An Investigation of Factors Influencing Microservice Performance.
33. A Transfer Learning Scheme for Time Series Forecasting Using Facebook Prophet.
34. A Generative Approach to Visualizing Satellite Data.
35. Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena.
36. Attention-based convolutional capsules for evapotranspiration estimation at scale.
37. Mitigating Resource Contention and Heterogeneity in Public Clouds for Scientific Modeling Services.
38. NEPTUNE: Real Time Stream Processing for Internet of Things and Sensing Environments.
39. Network analysis for identifying and characterizing disease outbreak influence from voluminous epidemiology data.
40. Online Scheduling and Interference Alleviation for Low-Latency, High-Throughput Processing of Data Streams.
41. Fast, Ad Hoc Query Evaluations over Multidimensional Geospatial Datasets.
42. Demystifying the Clouds: Harnessing Resource Utilization Models for Cost Effective Infrastructure Alternatives.
43. Synopsis: A Distributed Sketch over Voluminous Spatiotemporal Observational Streams.
44. HERMES: Federating Fog and Cloud Domains to Support Query Evaluations in Continuous Sensing Environments.
45. A high-throughput, scalable solution for calculating frequent routes and profitability of New York taxis.
46. Alleviation of Disk I/O Contention in Virtualized Settings for Data-Intensive Computing.
47. Scalable network analytics for characterization of outbreak influence in voluminous epidemiology datasets.
48. Minerva: Proactive Disk Scheduling for QoS in Multitier, Multitenant Cloud Environments.
49. Analytic Queries over Geospatial Time-Series Data Using Distributed Hash Tables.
50. Predictive analytics using statistical, learning, and ensemble methods to support real-time exploration of discrete event simulations.
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