Shrideep Pallickara

ORCID

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 48

Top Venues

UCC

IEEE BigData

BDCAT

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)
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)
Kevin Bruhwiler, Shrideep Pallickara
Aperture: Fast Visualizations Over Spatiotemporal Datasets. UCC (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)
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)
Wes Lloyd, Shruti Ramesh, Swetha Chinthalapati, Lan Ly, Shrideep Pallickara
Serverless Computing: An Investigation of Factors Influencing Microservice Performance. IC2E (2018)
Wes Lloyd, Shrideep Pallickara, Olaf David, Mazdak Arabi, Tyler Wible, Jeffrey Ditty, Ken Rojas
Demystifying the Clouds: Harnessing Resource Utilization Models for Cost Effective Infrastructure Alternatives. IEEE Trans. Cloud Comput. 5 (4) (2017)
Thilina Buddhika, Ryan Stern, Kira Lindburg, Kathleen Ericson, Shrideep Pallickara
Online Scheduling and Interference Alleviation for Low-Latency, High-Throughput Processing of Data Streams. IEEE Trans. Parallel Distributed Syst. 28 (12) (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)
Wes Lloyd, Shrideep Pallickara, Olaf David, Mazdak Arabi, Ken Rojas
Mitigating Resource Contention and Heterogeneity in Public Clouds for Scientific Modeling Services. IC2E (2017)
Shrideep Pallickara
Some Recent Advances in Utility and Cloud Computing. Future Gener. Comput. Syst. 56 (2016)
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)
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)
Thilina Buddhika, Shrideep Pallickara
NEPTUNE: Real Time Stream Processing for Internet of Things and Sensing Environments. IPDPS (2016)
Amila Suriarachchi, Shrideep Pallickara
A high-throughput, scalable solution for calculating frequent routes and profitability of New York taxis. DEBS (2015)
Zhiquan Sui, Matthew Malensek, Neil Harvey, Shrideep Pallickara
Autonomous Orchestration of Distributed Discrete Event Simulations in the Presence of Resource Uncertainty. ACM Trans. Auton. Adapt. Syst. 10 (3) (2015)
Kathleen Ericson, Shrideep Pallickara, Charles W. Anderson
Failure-resilient real-time processing of health streams. Concurr. Comput. Pract. Exp. 27 (7) (2015)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Alleviation of Disk I/O Contention in Virtualized Settings for Data-Intensive Computing. BDC (2015)
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)
Zhiquan Sui, Neil Harvey, Shrideep Pallickara
On the distributed orchestration of stochastic discrete event simulations. Concurr. Comput. Pract. Exp. 26 (11) (2014)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Evaluating Geospatial Geometry and Proximity Queries Using Distributed Hash Tables. Comput. Sci. Eng. 16 (4) (2014)
Wes Lloyd, Shrideep Pallickara, Olaf David, Mazdak Arabi, Ken Rojas
Dynamic Scaling for Service Oriented Applications: Implications of Virtual Machine Placement on IaaS Clouds. IC2E (2014)
Zhiquan Sui, Neil Harvey, Shrideep Pallickara
Learning Based Distributed Orchestration of Stochastic Discrete Event Simulations. UCC (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)
Ryan Stern, Shrideep Pallickara
On the role of topology in autonomously coping with failures in content dissemination systems. CAC (2013)
Geoffrey C. Fox, Shrideep Pallickara
Recent work in utility and cloud computing. Future Gener. Comput. Syst. 29 (4) (2013)
Wes Lloyd, Shrideep Pallickara, Olaf David, Jim Lyon, Mazdak Arabi, Ken Rojas
Service Isolation vs. Consolidation: Implications for IaaS Cloud Application Deployment. IC2E (2013)
Matthew Malensek, Zhiquan Sui, Neil Harvey, Shrideep Pallickara
Autonomous, failure-resilient orchestration of distributed discrete event simulations. CAC (2013)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Polygon-Based Query Evaluation over Geospatial Data Using Distributed Hash Tables. UCC (2013)
Wes Lloyd, Shrideep Pallickara, Olaf David, Jim Lyon, Mazdak Arabi, Ken Rojas
Performance implications of multi-tier application deployments on Infrastructure-as-a-Service clouds: Towards performance modeling. Future Gener. Comput. Syst. 29 (5) (2013)
Kathleen Ericson, Shrideep Pallickara
On the performance of high dimensional data clustering and classification algorithms. Future Gener. Comput. Syst. 29 (4) (2013)
Matthew Malensek, Sangmi Lee Pallickara, Shrideep Pallickara
Autonomously improving query evaluations over multidimensional data in distributed hash tables. CAC (2013)
Kathleen Ericson, Shrideep Pallickara
On the Performance of Virtualized Infrastructures for Processing Realtime Streaming Data. UCC (2012)
Kathleen Ericson, Shrideep Pallickara
Adaptive heterogeneous language support within a cloud runtime. Future Gener. Comput. Syst. 28 (1) (2012)
Wes Lloyd, Shrideep Pallickara, Olaf David, Jim Lyon, Mazdak Arabi, Ken Rojas
Performance Modeling to Support Multi-tier Application Deployment to Infrastructure-as-a-Service Clouds. UCC (2012)
Shrideep Pallickara, Geoffrey C. Fox
Enabling hierarchical dissemination of streams in content distribution networks. Concurr. Comput. Pract. Exp. 24 (14) (2012)
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)
Wes Lloyd, Shrideep Pallickara, Olaf David, Jim Lyon, Mazdak Arabi, Ken Rojas
Migration of Multi-tier Applications to Infrastructure-as-a-Service Clouds: An Investigation Using Kernel-Based Virtual Machines. GRID (2011)
Kathleen Ericson, Shrideep Pallickara
On the Performance of Distributed Clustering Algorithms in File and Streaming Processing Systems. UCC (2011)
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)
Kathleen Ericson, Shrideep Pallickara, Charles W. Anderson
Analyzing Electroencephalograms Using Cloud Computing Techniques. CloudCom (2010)
Tao Huang, Shrideep Pallickara, Geoffrey C. Fox
A distributed framework for collaborative annotation of streams. CTS (2009)
Shrideep Pallickara, Jaliya Ekanayake, Geoffrey C. Fox
Granules: A lightweight, streaming runtime for cloud computing with support, for Map-Reduce. CLUSTER (2009)
Beytullah Yildiz, Geoffrey C. Fox, Shrideep Pallickara
An Orchestration for Distributed Web Service Handlers. ICIW (2008)
Jaliya Ekanayake, Shrideep Pallickara, Geoffrey C. Fox
A collaborative framework for scientific data analysis and visualization. CTS (2008)
Jaliya Ekanayake, Shrideep Pallickara, Geoffrey C. Fox
MapReduce for Data Intensive Scientific Analyses. eScience (2008)
Shrideep Pallickara, Jaliya Ekanayake, Geoffrey C. Fox
An Overview of the Granules Runtime for Cloud Computing. eScience (2008)
Shrideep Pallickara, Geoffrey C. Fox, Harshawardhan Gadgil
On the secure creation, organisation and discovery of topics in distributed publish/subscribe systems. Int. J. High Perform. Comput. Netw. 5 (3) (2008)
Harshawardhan Gadgil, Geoffrey C. Fox, Shrideep Pallickara, Marlon E. Pierce
Scalable, fault-tolerant management in a service oriented architecture. HPDC (2007)
Geoffrey C. Fox, Galip Aydin, Hasan Bulut, Harshawardhan Gadgil, Shrideep Pallickara, Marlon E. Pierce, Wenjun Wu
Management of real-time streaming data Grid services. Concurr. Comput. Pract. Exp. 19 (7) (2007)
Harshawardhan Gadgil, Geoffrey C. Fox, Shrideep Pallickara, Marlon E. Pierce
Scalable, fault-tolerant management of Grid Services. CLUSTER (2007)
Shrideep Pallickara, Jaliya Ekanayake, Geoffrey C. Fox
A Scalable Approach for the Secure and Authorized Tracking of the Availability of Entities in Distributed Systems. IPDPS (2007)
Shrideep Pallickara, Hasan Bulut, Geoffrey C. Fox
Fault-Tolerant Reliable Delivery of Messages in Distributed Publish/Subscribe Systems. ICAC (2007)
Shrideep Pallickara, Marlon E. Pierce, Harshawardhan Gadgil, Geoffrey C. Fox, Yan Yan, Yi Huang
A Framework for Secure End-to-End Delivery of Messages in Publish/Subscribe Systems. GRID (2006)
Harshawardhan Gadgil, Geoffrey C. Fox, Shrideep Pallickara, Marlon E. Pierce
Managing grid messaging middleware. CLADE (2006)
Beytullah Yildiz, Shrideep Pallickara, Geoffrey C. Fox
Experiences in Deploying Services within the Axis Container. AICT/ICIW (2006)
Shrideep Pallickara, Geoffrey C. Fox, Harshawardhan Gadgil
On the creation & discovery of topics in distributed publish/subscribe systems. GRID (2005)
Geoffrey C. Fox, Galip Aydin, Harshawardhan Gadgil, Shrideep Pallickara, Marlon E. Pierce, Wenjun Wu
Management of Real-Time Streaming Data Grid Services. GCC (2005)
Shrideep Pallickara, Geoffrey C. Fox, Sangmi Lee Pallickara
An Analysis of Reliable Delivery Specifications for Web Services. ITCC (1) (2005)
Geoffrey C. Fox, Mehmet S. Aktas, Galip Aydin, Hasan Bulut, Harshawardhan Gadgil, Sangyoon Oh, Shrideep Pallickara, Marlon E. Pierce, Ahmet Sayar, Gang Zhai
Grids for Real Time Data Applications. PPAM (2005)
Geoffrey C. Fox, Sang Lim, Shrideep Pallickara, Marlon E. Pierce
Message-based cellular peer-to-peer grids: foundations for secure federation and autonomic services. Future Gener. Comput. Syst. 21 (3) (2005)
Shrideep Pallickara, Geoffrey C. Fox
An Analysis of Notification Related Specifications for Web/Grid Applications. ITCC (2) (2005)
Shrideep Pallickara, Harshawardhan Gadgil, Geoffrey C. Fox
On the Discovery of Brokers in Distributed Messaging Infrastructures. CLUSTER (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shrideep Pallickara