Shrideep Pallickara

Affiliations:
  • Colorado State University, USA
  • Indiana University, Bloomington, USA (former)


According to our database1, Shrideep Pallickara authored at least 141 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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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

Enabling Fast, Effective Visualization of Voluminous Gridded Spatial Datasets.
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

ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections.
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

Attention-based convolutional capsules for evapotranspiration estimation at scale.
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

Alleviating Resource Requirements for Spatial Deep Learning Workloads.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

Griddle: Effective Query Support over Voluminous Gridded Spatial Datasets.
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
Pebbles: Leveraging Sketches for Processing Voluminous, High Velocity Data Streams.
IEEE Trans. Parallel Distributed Syst., 2021

Living on the Edge: Data Transmission, Storage, and Analytics in Continuous Sensing Environments.
ACM Trans. Internet Things, 2021

Special issue: Elastic computing from edge to the cloud environments.
Softw. Pract. Exp., 2021

A Transfer Learning Scheme for Time Series Forecasting Using Facebook Prophet.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

A Generative Approach to Visualizing Satellite Data.
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

Containerization of Model Fitting Workloads over Spatial Datasets.
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

Distributed Orchestration of Regression Models Over Administrative Boundaries.
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

Small is Beautiful: Distributed Orchestration of Spatial Deep Learning Workloads.
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

ATLAS: A Distributed File System for Spatiotemporal Data.
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

Aperture: Fast Visualizations Over Spatiotemporal Datasets.
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

Synopsis: A Distributed Sketch over Voluminous Spatiotemporal Observational Streams.
IEEE Trans. Knowl. Data Eng., 2017

Fast, Ad Hoc Query Evaluations over Multidimensional Geospatial Datasets.
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
Analytic Queries over Geospatial Time-Series Data Using Distributed Hash Tables.
IEEE Trans. Knowl. Data Eng., 2016

Minerva: Proactive Disk Scheduling for QoS in Multitier, Multitenant Cloud Environments.
IEEE Internet Comput., 2016

Some Recent Advances in Utility and Cloud Computing.
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

Autonomous Cloud Federation for High-Throughput Queries over Voluminous Datasets.
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

Failure-resilient real-time processing of health streams.
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
Evaluating Geospatial Geometry and Proximity Queries Using Distributed Hash Tables.
Comput. Sci. Eng., 2014

On the distributed orchestration of stochastic discrete event simulations.
Concurr. Comput. Pract. Exp., 2014

Learning Based Distributed Orchestration of Stochastic Discrete Event Simulations.
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

Recent work in utility and cloud computing.
Future Gener. Comput. Syst., 2013

On the performance of high dimensional data clustering and classification algorithms.
Future Gener. Comput. Syst., 2013

Polygon-Based Query Evaluation over Geospatial Data Using Distributed Hash Tables.
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
Towards efficient data search and subsetting of large-scale atmospheric datasets.
Future Gener. Comput. Syst., 2012

Adaptive heterogeneous language support within a cloud runtime.
Future Gener. Comput. Syst., 2012

Enabling hierarchical dissemination of streams in content distribution networks.
Concurr. Comput. Pract. Exp., 2012

Expressive Query Support for Multidimensional Data in Distributed Hash Tables.
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
Galileo: A Framework for Distributed Storage of High-Throughput Data Streams.
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

Enabling access to timeseries, geospatial data for on-demand visualization.
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

Analyzing Electroencephalograms Using Cloud Computing Techniques.
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

Survey of Storage and Fault Tolerance Strategies Used in Cloud Computing.
Proceedings of the Handbook of Cloud Computing., 2010

2009
A distributed framework for collaborative annotation of streams.
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

An Orchestration for Distributed Web Service Handlers.
Proceedings of the Third International Conference on Internet and Web Applications and Services, 2008

An Overview of the Granules Runtime for Cloud Computing.
Proceedings of the Fourth International Conference on e-Science, 2008

MapReduce for Data Intensive Scientific Analyses.
Proceedings of the Fourth International Conference on e-Science, 2008

A collaborative framework for scientific data analysis and visualization.
Proceedings of the 2008 International Symposium on Collaborative Technologies and Systems, 2008

2007
Management of real-time streaming data Grid services.
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

Scalable, fault-tolerant management in a service oriented architecture.
Proceedings of the 16th International Symposium on High-Performance Distributed Computing (HPDC-16 2007), 2007

Scalable, fault-tolerant management of Grid Services.
Proceedings of the 2007 IEEE International Conference on Cluster Computing, 2007

2006
A Framework for Secure End-to-End Delivery of Messages in Publish/Subscribe Systems.
Proceedings of the 7th IEEE/ACM International Conference on Grid Computing (GRID 2006), 2006

Managing grid messaging middleware.
Proceedings of the 2006 IEEE Challenges of Large Applications in Distributed Environments, 2006

Experiences in Deploying Services within the Axis Container.
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

Performance of a possible Grid message infrastructure.
Concurr. Pract. Exp., 2005

Towards enabling peer-to-peer Grids.
Concurr. Pract. Exp., 2005

Building Sensor Filter Grids: Information Architecture for the Data Deluge.
Proceedings of the 2005 International Conference on Semantics, 2005

Grids for Real Time Data Applications.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

An Analysis of Reliable Delivery Specifications for Web Services.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

An Analysis of Notification Related Specifications for Web/Grid Applications.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

GridFTP and Parallel TCP Support in NaradaBrokering.
Proceedings of the Distributed and Parallel Computing, 2005

On the creation & discovery of topics in distributed publish/subscribe systems.
Proceedings of the 6th IEEE/ACM International Conference on Grid Computing (GRID 2005), 2005

Management of Real-Time Streaming Data Grid Services.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005

On the Costs for Reliable Messaging in Web/Grid Service Environments.
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005

Grids for the GiG and Real Time Simulations.
Proceedings of the 9th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2005), 2005

On the Discovery of Brokers in Distributed Messaging Infrastructures.
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
Demonstrations of Collaborative Web Services and Peer-to-Peer Grids.
J. Digit. Inf. Manag., 2004

Efficient Matching of Events in Distributed Middleware Systems.
J. Digit. Inf. Manag., 2004

Global multimedia collaboration system.
Concurr. Pract. Exp., 2004

Toward Flexible Messaging for SOAP-Based Services.
Proceedings of the ACM/IEEE SC2004 Conference on High Performance Networking and Computing, 2004

Implementing a NTP-based time service within a distributed middleware system.
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

A Demonstration of Collaborative Web Services and Peer-to-Peer Grids.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

On the Matching of Events in Distributed Brokering Systems.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

A Topology Viewer for Distributed Brokering Systems.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

A Scheme for Reliable Delivery of Events in Distributed Middleware Systems.
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

Messaging in web service grid with applications to geographical information systems.
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
Lowering the cost of computation.
Ubiquity, 2003

Towards dependable grid and web services.
Ubiquity, 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
Peer-to-peer interactions in web brokering systems.
Ubiquity, 2002

An event service to support Grid computational environments.
Concurr. Comput. Pract. Exp., 2002

Grid services for earthquake science.
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

A scaleable event infrastructure for peer to peer grids.
Proceedings of the 2002 Joint ACM-ISCOPE Conference on Java Grande 2002, 2002

Community Grids.
Proceedings of the Computational Science - ICCS 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
Optimizing bandwidth.
Ubiquity, 2001


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