Sangmi Lee Pallickara

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 49

Top Topics

Data Collections

Interactive Visual

Query Evaluation

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Abdul Matin, Paahuni Khandelwal, Shrideep Pallickara, Sangmi Lee Pallickara
DISCERN: Leveraging Knowledge Distillation to Generate High Resolution Soil Moisture Estimation from Coarse Satellite Data. BigData (2023)
Saptashwa Mitra, Maxwell Roselius, Pedro Andrade-Sanchez, John K. McKay, Sangmi Lee Pallickara
Radix+: High-throughput georeferencing and data ingestion over voluminous and fast-evolving phenotyping sensor data. Concurr. Comput. Pract. Exp. 35 (8) (2023)
Matthew Young, Sangmi Lee Pallickara, Shrideep Pallickara
AQUA: A Framework for Spatiotemporal Analysis and Visualizations of Water Quality Data at Scale. BigData (2023)
Paahuni Khandelwal, Menuka Warushavithana, Sangmi Lee Pallickara, Shrideep Pallickara
Deep Learning based Approach for Fast, Effective Visualization of Voluminous Gridded Spatial Observations. CCGridW (2023)
Paahuni Khandelwal, Menuka Warushavithana, Sangmi Lee Pallickara, Shrideep Pallickara
Enabling Fast, Effective Visualization of Voluminous Gridded Spatial Datasets. CCGrid (2023)
Menuka Warushavithana, Kassidy Barram, Caleb Carlson, Saptashwa Mitra, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
A Framework for Profiling Spatial Variability in the Performance of Classification Models. BDCAT (2023)
Saptashwa Mitra, Paahuni Khandelwal, Shrideep Pallickara, Sangmi Lee Pallickara
ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections. CLOUD (2023)
Saptashwa Mitra, Matthew Young, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Rubiks: Rapid Explorations and Summarization over High Dimensional Spatiotemporal Datasets. BDCAT (2023)
Saptashwa Mitra, Menuka Warushavithana, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Alleviating Resource Requirements for Spatial Deep Learning Workloads. CCGRID (2022)
Samuel Armstrong, Paahuni Khandelwal, Dhruv Padalia, Gabriel B. Senay, Darin Schulte, Allan A. Andales, F. Jay Breidt, Shrideep Pallickara, Sangmi Lee Pallickara
Attention-based convolutional capsules for evapotranspiration estimation at scale. Environ. Model. Softw. 152 (2022)
Paahuni Khandelwal, Samuel Armstrong, Abdul Matin, Shrideep Pallickara, Sangmi Lee Pallickara
CloudNet: A Deep Learning Approach for Mitigating Occlusions in Landsat-8 Imagery using Data Coalescence. e-Science (2022)
Caleb Carlson, Menuka Warushavithana, Saptashwa Mitra, Kassidy Barram, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Resource Efficient Profiling of Spatial Variability in Performance of Regression Models. Big Data (2022)
Daniel Rammer, Thilina Buddhika, Matthew Malensek, Shrideep Pallickara, Sangmi Lee Pallickara
Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines. IEEE Trans. Big Data 8 (1) (2022)
Abdul Matin, Samuel Armstrong, Saptashwa Mitra, Shrideep Pallickara, Sangmi Lee Pallickara
Rapid Betweenness Centrality Estimates for Transportation Networks using Capsule Networks. TransAI (2022)
Pierce Smith, Sangmi Lee Pallickara, Shrideep Pallickara
Griddle: Effective Query Support over Voluminous Gridded Spatial Datasets. Big Data (2022)
Menuka Warushavithana, Saptashwa Mitra, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
A Transfer Learning Scheme for Time Series Forecasting Using Facebook Prophet. CLUSTER (2021)
Paahuni Khandelwal, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara
Mind the Gap: Generating Imputations for Satellite Data Collections at Myriad Spatiotemporal Scopes. CCGRID (2021)
Saptashwa Mitra, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara
A Generative Approach to Visualizing Satellite Data. CLUSTER (2021)
Thilina Buddhika, Sangmi Lee Pallickara, Shrideep Pallickara
Pebbles: Leveraging Sketches for Processing Voluminous, High Velocity Data Streams. IEEE Trans. Parallel Distributed Syst. 32 (8) (2021)
Thilina Buddhika, Matthew Malensek, Shrideep Pallickara, Sangmi Lee Pallickara
Living on the Edge: Data Transmission, Storage, and Analytics in Continuous Sensing Environments. ACM Trans. Internet Things 2 (3) (2021)
Menuka Warushavithana, Saptashwa Mitra, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Containerization of Model Fitting Workloads over Spatial Datasets. IEEE BigData (2021)
Saptashwa Mitra, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara
Glance: A Generative Approach to Interactive Visualization of Voluminous Satellite Imagery. IEEE BigData (2021)
Menuka Warushavithana, Caleb Carlson, Saptashwa Mitra, Daniel Rammer, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Distributed Orchestration of Regression Models Over Administrative Boundaries. BDCAT (2021)
Daniel Rammer, Sangmi Lee Pallickara, Shrideep Pallickara
Towards Timely, Resource-Efficient Analyses Through Spatially-Aware Constructs within Spark. UCC (2020)
Daniel Rammer, Kevin Bruhwiler, Paahuni Khandelwal, Samuel Armstrong, Shrideep Pallickara, Sangmi Lee Pallickara
Small is Beautiful: Distributed Orchestration of Spatial Deep Learning Workloads. UCC (2020)
Kevin Bruhwiler, Thilina Buddhika, Shrideep Pallickara, Sangmi Lee Pallickara
Iris: Amortized, Resource Efficient Visualizations of Voluminous Spatiotemporal Datasets. BDCAT (2020)
Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Concerto: Leveraging Ensembles for Timely, Accurate Model Training Over Voluminous Datasets. BDCAT (2020)
Kevin Bruhwiler, Paahuni Khandelwal, Daniel Rammer, Samuel Armstrong, Sangmi Lee Pallickara, Shrideep Pallickara
Lightweight, Embeddings Based Storage and Model Construction Over Satellite Data Collections. IEEE BigData (2020)
Naman Shah, Matthew Malensek, Harshil Shah, Shrideep Pallickara, Sangmi Lee Pallickara
Scalable network analytics for characterization of outbreak influence in voluminous epidemiology datasets. Concurr. Comput. Pract. Exp. 31 (7) (2019)
Saptashwa Mitra, Paahuni Khandelwal, Shrideep Pallickara, Sangmi Lee Pallickara
STASH : Fast Hierarchical Aggregation Queries for Effective Visual Spatiotemporal Explorations. CLUSTER (2019)
Bibek Raj Shrestha, Saptashwa Mitra, Sangmi Lee Pallickara
STRETCH: In-Memory Storage with Autoscaling for Cluster Computing. CLOUD (2019)
Samuel Armstrong, Kevin Bruhwiler, Sangmi Lee Pallickara
Rapid, Progressive Sub-Graph Explorations for Interactive Visual Analytics over Large-Scale Graph Datasets. BDCAT (2019)
Matthew Malensek, Walid Budgaga, Ryan Stern, Shrideep Pallickara, Sangmi Lee Pallickara
Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena. IEEE Trans. Big Data 5 (2) (2019)
Daniel Rammer, Sangmi Lee Pallickara, Shrideep Pallickara
ATLAS: A Distributed File System for Spatiotemporal Data. UCC (2019)
Saptashwa Mitra, Sangmi Lee Pallickara
Confluence: Adaptive Spatiotemporal Data Integration Using Distributed Query Relaxation over Heterogeneous Observational Datasets. UCC (2018)
Daniel Rammer, Walid Budgaga, Thilina Buddhika, Shrideep Pallickara, Sangmi Lee Pallickara
Alleviating I/O Inefficiencies to Enable Effective Model Training Over Voluminous, High-Dimensional Datasets. IEEE BigData (2018)
Saptashwa Mitra, Yu Qiu, Haley Moss, Kaigang Li, Sangmi Lee Pallickara
Effective Integration of Geotagged, Ancilliary Longitudinal Survey Datasets to Improve Adulthood Obesity Predictive Models. TrustCom/BigDataSE (2018)
Johnson Charles Kachikaran Arulswamy, Sangmi Lee Pallickara
Columbus: Enabling Scalable Scientific Workflows for Fast Evolving Spatio-Temporal Sensor Data. SCC (2017)
Thilina Buddhika, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Synopsis: A Distributed Sketch over Voluminous Spatiotemporal Observational Streams. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Fast, Ad Hoc Query Evaluations over Multidimensional Geospatial Datasets. IEEE Trans. Cloud Comput. 5 (1) (2017)
Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
A framework for scalable real-time anomaly detection over voluminous, geospatial data streams. Concurr. Comput. Pract. Exp. 29 (12) (2017)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
HERMES: Federating Fog and Cloud Domains to Support Query Evaluations in Continuous Sensing Environments. IEEE Cloud Comput. 4 (2) (2017)
Naman Shah, Harshil Shah, Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Network analysis for identifying and characterizing disease outbreak influence from voluminous epidemiology data. IEEE BigData (2016)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Autonomous Cloud Federation for High-Throughput Queries over Voluminous Datasets. IEEE Cloud Comput. 3 (3) (2016)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Minerva: Proactive Disk Scheduling for QoS in Multitier, Multitenant Cloud Environments. IEEE Internet Comput. 20 (3) (2016)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Analytic Queries over Geospatial Time-Series Data Using Distributed Hash Tables. IEEE Trans. Knowl. Data Eng. 28 (6) (2016)
Cameron Tolooee, Sangmi Lee Pallickara, Asa Ben-Hur
Mendel: A Distributed Storage Framework for Similarity Searching over Sequencing Data. IPDPS (2016)
Walid Budgaga, Matthew Malensek, Sangmi Lee Pallickara, Neil Harvey, F. Jay Breidt, Shrideep Pallickara
Predictive analytics using statistical, learning, and ensemble methods to support real-time exploration of discrete event simulations. Future Gener. Comput. Syst. 56 (2016)
Cameron Tolooee, Matthew Malensek, Sangmi Lee Pallickara
A scalable framework for continuous query evaluations over multidimensional, scientific datasets. Concurr. Comput. Pract. Exp. 28 (8) (2016)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Alleviation of Disk I/O Contention in Virtualized Settings for Data-Intensive Computing. BDC (2015)
Jared Koontz, Matthew Malensek, Sangmi Lee Pallickara
GeoLens: Enabling Interactive Visual Analytics over Large-Scale, Multidimensional Geospatial Datasets. BDC (2014)
Matthew Malensek, Walid Budgaga, Sangmi Lee Pallickara, Neil Harvey, F. Jay Breidt, Shrideep Pallickara
Using Distributed Analytics to Enable Real-Time Exploration of Discrete Event Simulations. UCC (2014)
Cameron Tolooee, Matthew Malensek, Sangmi Lee Pallickara
A Framework for Managing Continuous Query Evaluations over Voluminous, Multidimensional Datasets. ICCAC (2014)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Evaluating Geospatial Geometry and Proximity Queries Using Distributed Hash Tables. Comput. Sci. Eng. 16 (4) (2014)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Exploiting geospatial and chronological characteristics in data streams to enable efficient storage and retrievals. Future Gener. Comput. Syst. 29 (4) (2013)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Polygon-Based Query Evaluation over Geospatial Data Using Distributed Hash Tables. UCC (2013)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Autonomously improving query evaluations over multidimensional data in distributed hash tables. CAC (2013)
Sangmi Lee Pallickara, Shrideep Pallickara, Milija Zupanski
Towards efficient data search and subsetting of large-scale atmospheric datasets. Future Gener. Comput. Syst. 28 (1) (2012)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Expressive Query Support for Multidimensional Data in Distributed Hash Tables. UCC (2012)
Sangmi Lee Pallickara, Matthew Malensek, Shrideep Pallickara
Enabling access to timeseries, geospatial data for on-demand visualization. LDAV (2011)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Galileo: A Framework for Distributed Storage of High-Throughput Data Streams. UCC (2011)
Sangmi Lee Pallickara, Shrideep Pallickara, Milija Zupanski, Stephen Sullivan
Efficient Metadata Generation to Enable Interactive Data Discovery over Large-Scale Scientific Data Collections. CloudCom (2010)
Marlon E. Pierce, Xiaoming Gao, Sangmi Lee Pallickara, Zhenhua Guo, Geoffrey C. Fox
The Quakesim portal and services: new approaches to science gateway development techniques. Concurr. Comput. Pract. Exp. 22 (12) (2010)
Sangmi Lee Pallickara, Marlon E. Pierce
SWARM: Scheduling Large-Scale Jobs over the Loosely-Coupled HPC Clusters. eScience (2008)
Yogesh L. Simmhan, Sangmi Lee Pallickara, Nithya N. Vijayakumar, Beth Plale
Data Management in Dynamic Environment-driven Computational Science. Grid-Based Problem Solving Environments (2006)
Yiming Sun, Scott Jensen, Sangmi Lee Pallickara, Beth Plale
Personal Workspace for Large-Scale Data-Driven Computational Experiment. GRID (2006)
Sangmi Lee Pallickara, Beth Plale
TrustCell: Towards the End-to-End Trustworthiness in Data-Oriented Scientific Computing. ICPP Workshops (2006)
Dennis Gannon, Beth Plale, Marcus Christie, Yi Huang, Scott Jensen, Ning Liu, Suresh Marru, Sangmi Lee Pallickara, Srinath Perera, Satoshi Shirasuna, Yogesh Simmhan, Aleksander Slominski, Yiming Sun, Nithya N. Vijayakumar
Building e-Science Portals: A Service Oriented Architecture. High Performance Computing Workshop (2006)
Scott Jensen, Beth Plale, Sangmi Lee Pallickara, Yiming Sun
A Hybrid XML-Relational Grid Metadata Catalog. ICPP Workshops (2006)
Sangmi Lee Pallickara, Beth Plale, Liang Fang, Dennis Gannon
End-to-End Trustworthy Data Access in Data-Oriented Scientific Computing. CCGRID (2006)
Sangyoon Oh, Sangmi Lee Pallickara, Sung Hoon Ko, Jai-Hoon Kim, Geoffrey C. Fox
Cost Model and Adaptive Scheme for Publish/Subscribe Systems on Mobile Grid Environments. International Conference on Computational Science (3) (2005)
Shrideep Pallickara, Geoffrey C. Fox, Sangmi Lee Pallickara
An Analysis of Reliable Delivery Specifications for Web Services. ITCC (1) (2005)
Beth Plale, Dennis Gannon, Yi Huang, Gopi Kandaswamy, Sangmi Lee Pallickara, Aleksander Slominski
Cooperating services for data-driven computational experimentation. Comput. Sci. Eng. 7 (5) (2005)
Sangyoon Oh, Sangmi Lee Pallickara, Sung Hoon Ko, Jai-Hoon Kim, Geoffrey C. Fox
Publish/Subscribe Systems on Node and Link Error Prone Mobile Environments. International Conference on Computational Science (2) (2005)
Sangmi Lee Pallickara, Beth Plale, Scott Jensen, Yiming Sun
Structure, sharing and preservation of scientific experiment data. CLADE (2005)
Sangmi Lee Pallickara, Beth Plale, Scott Jensen, Yiming Sun
Monitoring Access to Stateful Resources in Grid Environments. IEEE SCC (2005)
Dennis Gannon, Beth Plale, Marcus Christie, Liang Fang, Yi Huang, Scott Jensen, Gopi Kandaswamy, Suresh Marru, Sangmi Lee Pallickara, Satoshi Shirasuna, Yogesh Simmhan, Aleksander Slominski, Yiming Sun
Service Oriented Architectures for Science Gateways on Grid Systems. ICSOC (2005)
Shrideep Pallickara, Geoffrey C. Fox, Beytullah Yildiz, Sangmi Lee Pallickara, Sima Patel, Damodar Yemme
On the Costs for Reliable Messaging in Web/Grid Service Environments. e-Science (2005)