Shrideep Pallickara
Orcid: 0009-0004-4839-2493Affiliations:
- Colorado State University, USA
- Indiana University, Bloomington, USA (former)
According to our database1,
Shrideep Pallickara
authored at least 141 papers
between 2001 and 2023.
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Bibliography
2023
Deep Learning based Approach for Fast, Effective Visualization of Voluminous Gridded Spatial Observations.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
AQUA: A Framework for Spatiotemporal Analysis and Visualizations of Water Quality Data at Scale.
Proceedings of the IEEE International Conference on Big Data, 2023
DISCERN: Leveraging Knowledge Distillation to Generate High Resolution Soil Moisture Estimation from Coarse Satellite Data.
Proceedings of the IEEE International Conference on Big Data, 2023
A Framework for Profiling Spatial Variability in the Performance of Classification Models.
Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023
Rubiks: Rapid Explorations and Summarization over High Dimensional Spatiotemporal Datasets.
Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, 2023
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023
2022
Enabling Fast Exploratory Analyses Over Voluminous Spatiotemporal Data Using Analytical Engines.
IEEE Trans. Big Data, 2022
Environ. Model. Softw., 2022
Rapid Betweenness Centrality Estimates for Transportation Networks using Capsule Networks.
Proceedings of the Fourth International Conference on Transdisciplinary AI, 2022
CloudNet: A Deep Learning Approach for Mitigating Occlusions in Landsat-8 Imagery using Data Coalescence.
Proceedings of the 18th IEEE International Conference on e-Science, 2022
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Resource Efficient Profiling of Spatial Variability in Performance of Regression Models.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
IEEE Trans. Parallel Distributed Syst., 2021
Living on the Edge: Data Transmission, Storage, and Analytics in Continuous Sensing Environments.
ACM Trans. Internet Things, 2021
Softw. Pract. Exp., 2021
Proceedings of the IEEE International Conference on Cluster Computing, 2021
Proceedings of the IEEE International Conference on Cluster Computing, 2021
Mind the Gap: Generating Imputations for Satellite Data Collections at Myriad Spatiotemporal Scopes.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Glance: A Generative Approach to Interactive Visualization of Voluminous Satellite Imagery.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Proceedings of the BDCAT '21: 2021 IEEE/ACM 8th International Conference on Big Data Computing, Applications and Technologies, Leicester, United Kingdom, December 6, 2021
2020
Towards Timely, Resource-Efficient Analyses Through Spatially-Aware Constructs within Spark.
Proceedings of the 13th IEEE/ACM International Conference on Utility and Cloud Computing, 2020
Proceedings of the 13th IEEE/ACM International Conference on Utility and Cloud Computing, 2020
Lightweight, Embeddings Based Storage and Model Construction Over Satellite Data Collections.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Concerto: Leveraging Ensembles for Timely, Accurate Model Training Over Voluminous Datasets.
Proceedings of the 7th IEEE/ACM International Conference on Big Data Computing, 2020
Iris: Amortized, Resource Efficient Visualizations of Voluminous Spatiotemporal Datasets.
Proceedings of the 7th IEEE/ACM International Conference on Big Data Computing, 2020
2019
Trident: Distributed Storage, Analysis, and Exploration of Multidimensional Phenomena.
IEEE Trans. Big Data, 2019
Scalable network analytics for characterization of outbreak influence in voluminous epidemiology datasets.
Concurr. Comput. Pract. Exp., 2019
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019
STASH : Fast Hierarchical Aggregation Queries for Effective Visual Spatiotemporal Explorations.
Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019
2018
Serverless Computing: An Investigation of Factors Influencing Microservice Performance.
Proceedings of the 2018 IEEE International Conference on Cloud Engineering, 2018
Alleviating I/O Inefficiencies to Enable Effective Model Training Over Voluminous, High-Dimensional Datasets.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Online Scheduling and Interference Alleviation for Low-Latency, High-Throughput Processing of Data Streams.
IEEE Trans. Parallel Distributed Syst., 2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Trans. Cloud Comput., 2017
Demystifying the Clouds: Harnessing Resource Utilization Models for Cost Effective Infrastructure Alternatives.
IEEE Trans. Cloud Comput., 2017
A framework for scalable real-time anomaly detection over voluminous, geospatial data streams.
Concurr. Comput. Pract. Exp., 2017
HERMES: Federating Fog and Cloud Domains to Support Query Evaluations in Continuous Sensing Environments.
IEEE Cloud Comput., 2017
Mitigating Resource Contention and Heterogeneity in Public Clouds for Scientific Modeling Services.
Proceedings of the 2017 IEEE International Conference on Cloud Engineering, 2017
2016
IEEE Trans. Knowl. Data Eng., 2016
Minerva: Proactive Disk Scheduling for QoS in Multitier, Multitenant Cloud Environments.
IEEE Internet Comput., 2016
Future Gener. Comput. Syst., 2016
Predictive analytics using statistical, learning, and ensemble methods to support real-time exploration of discrete event simulations.
Future Gener. Comput. Syst., 2016
IEEE Cloud Comput., 2016
NEPTUNE: Real Time Stream Processing for Internet of Things and Sensing Environments.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016
Network analysis for identifying and characterizing disease outbreak influence from voluminous epidemiology data.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Autonomous Orchestration of Distributed Discrete Event Simulations in the Presence of Resource Uncertainty.
ACM Trans. Auton. Adapt. Syst., 2015
Concurr. Comput. Pract. Exp., 2015
A high-throughput, scalable solution for calculating frequent routes and profitability of New York taxis.
Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems, 2015
Alleviation of Disk I/O Contention in Virtualized Settings for Data-Intensive Computing.
Proceedings of the 2nd IEEE/ACM International Symposium on Big Data Computing, 2015
2014
Comput. Sci. Eng., 2014
Concurr. Comput. Pract. Exp., 2014
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014
Using Distributed Analytics to Enable Real-Time Exploration of Discrete Event Simulations.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014
Dynamic Scaling for Service Oriented Applications: Implications of Virtual Machine Placement on IaaS Clouds.
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014
2013
Exploiting geospatial and chronological characteristics in data streams to enable efficient storage and retrievals.
Future Gener. Comput. Syst., 2013
Performance implications of multi-tier application deployments on Infrastructure-as-a-Service clouds: Towards performance modeling.
Future Gener. Comput. Syst., 2013
On the performance of high dimensional data clustering and classification algorithms.
Future Gener. Comput. Syst., 2013
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013
Service Isolation vs. Consolidation: Implications for IaaS Cloud Application Deployment.
Proceedings of the 2013 IEEE International Conference on Cloud Engineering, 2013
On the role of topology in autonomously coping with failures in content dissemination systems.
Proceedings of the ACM Cloud and Autonomic Computing Conference, 2013
Autonomous, failure-resilient orchestration of distributed discrete event simulations.
Proceedings of the ACM Cloud and Autonomic Computing Conference, 2013
Autonomously improving query evaluations over multidimensional data in distributed hash tables.
Proceedings of the ACM Cloud and Autonomic Computing Conference, 2013
2012
Future Gener. Comput. Syst., 2012
Future Gener. Comput. Syst., 2012
Concurr. Comput. Pract. Exp., 2012
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012
Performance Modeling to Support Multi-tier Application Deployment to Infrastructure-as-a-Service Clouds.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012
On the Performance of Virtualized Infrastructures for Processing Realtime Streaming Data.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012
2011
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011
On the Performance of Distributed Clustering Algorithms in File and Streaming Processing Systems.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011
Proceedings of the IEEE Symposium on Large Data Analysis and Visualization, 2011
Migration of Multi-tier Applications to Infrastructure-as-a-Service Clouds: An Investigation Using Kernel-Based Virtual Machines.
Proceedings of the 12th IEEE/ACM International Conference on Grid Computing, 2011
2010
Efficient Metadata Generation to Enable Interactive Data Discovery over Large-Scale Scientific Data Collections.
Proceedings of the Cloud Computing, Second International Conference, 2010
Proceedings of the Cloud Computing, Second International Conference, 2010
Scientific Data Management in the Cloud: A Survey of Technologies, Approaches and Challenges.
Proceedings of the Handbook of Cloud Computing., 2010
Proceedings of the Handbook of Cloud Computing., 2010
2009
Proceedings of the 2009 International Symposium on Collaborative Technologies and Systems, 2009
Granules: A lightweight, streaming runtime for cloud computing with support, for Map-Reduce.
Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009
2008
On the secure creation, organisation and discovery of topics in distributed publish/subscribe systems.
Int. J. High Perform. Comput. Netw., 2008
Proceedings of the Third International Conference on Internet and Web Applications and Services, 2008
Proceedings of the Fourth International Conference on e-Science, 2008
Proceedings of the Fourth International Conference on e-Science, 2008
Proceedings of the 2008 International Symposium on Collaborative Technologies and Systems, 2008
2007
Concurr. Comput. Pract. Exp., 2007
A Scalable Approach for the Secure and Authorized Tracking of the Availability of Entities in Distributed Systems.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
Fault-Tolerant Reliable Delivery of Messages in Distributed Publish/Subscribe Systems.
Proceedings of the Fourth International Conference on Autonomic Computing (ICAC'07), 2007
Proceedings of the 16th International Symposium on High-Performance Distributed Computing (HPDC-16 2007), 2007
Proceedings of the 2007 IEEE International Conference on Cluster Computing, 2007
2006
Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006
Proceedings of the 2006 IEEE Challenges of Large Applications in Distributed Environments, 2006
Proceedings of the Advanced International Conference on Telecommunications and International Conference on Internet and Web Applications and Services (AICT/ICIW 2006), 2006
2005
Deploying the NaradaBrokering Substrate in Aiding Efficient Web and Grid Service Interactions.
Proc. IEEE, 2005
Message-based cellular peer-to-peer grids: foundations for secure federation and autonomic services.
Future Gener. Comput. Syst., 2005
Proceedings of the 2005 International Conference on Semantics, 2005
Proceedings of the Parallel Processing and Applied Mathematics, 2005
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005
Proceedings of the Distributed and Parallel Computing, 2005
Proceedings of the 6th IEEE/ACM International Conference on Grid Computing (GRID 2005), 2005
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005
Proceedings of the 9th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2005), 2005
Proceedings of the 2005 IEEE International Conference on Cluster Computing (CLUSTER 2005), September 26, 2005
A scripting based architecture for management of streams and services in real-time grid applications.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
2004
J. Digit. Inf. Manag., 2004
J. Digit. Inf. Manag., 2004
Proceedings of the ACM/IEEE SC2004 Conference on High Performance Networking and Computing, 2004
Proceedings of the 3rd International Symposium on Principles and Practice of Programming in Java, 2004
Web Service Robust GridFTP.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004
Proceedings of the 1st International Conference on Autonomic Computing (ICAC 2004), 2004
A Web Services Based Streaming Gateway for Heterogeneous A/V Collaboration.
Proceedings of the International Conference on Internet Computing, 2004
Proceedings of the Grid Computing: The New Frontier of High Performance Computing [post-proceedings of the High Performance Computing Workshop, 2004
New Tools in Education.
Proceedings of the 7th IASTED International Conference on Computers and Advanced Technology in Education, 2004
2003
A Transport Framework for Distributed Brokering Systems.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003
Incorporating an XML Matching Engine in Distributed Brokering Systems.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003
NaradaBrokering: A Distributed Middleware Framework and Architecture for Enabling Durable Peer-to-Peer Grids.
Proceedings of the Middleware 2003, 2003
A Portal Based Approach to Viewing Aggregated Network Performance Data in Distributed Brokering Systems.
Proceedings of the International Conference on Internet Computing, 2003
Implementing a Prototype of the Security Framework for Distributed Brokering Systems.
Proceedings of the International Conference on Security and Management, 2003
Towards an Architecture for Audio/Video Conferencing in Distributed Brokering Systems.
Proceedings of the International Conference on Communications in Computing, 2003
2002
Concurr. Comput. Pract. Exp., 2002
The Narada Event Brokering System: Overview and Extensions.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002
Proceedings of the 2002 Joint ACM-ISCOPE Conference on Java Grande 2002, 2002
JMS Compliance in the Narada Event Brokering System.
Proceedings of the International Conference on Internet Computing, 2002
Integration of NaradaBrokering and Audio/Video Conferencing as a Web Service.
Proceedings of the IASTED International Conference on Communications, 2002
2001