Ilkay Altintas

According to our database1, Ilkay Altintas
  • authored at least 82 papers between 2002 and 2018.
  • has a "Dijkstra number"2 of three.

Timeline

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Bibliography

2018
The future of scientific workflows.
IJHPCA, 2018

Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows.
CoRR, 2018

2017
Biomedical Big Data Training Collaborative (BBDTC): An effort to bridge the talent gap in biomedical science and research.
J. Comput. Science, 2017

Data through the Computational Lens.
J. Comput. Science, 2017

Modular Resource Centric Learning for Workflow Performance Prediction.
CoRR, 2017

Data Hub Architecture for Smart Cities.
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

A machine learning approach for modular workflow performance prediction.
Proceedings of the 12th Workshop on Workflows in Support of Large-Scale Science, 2017

Data Assimilation of Wildfires with Fuel Adjustment Factors in farsite using Ensemble Kalman Filtering*.
Proceedings of the International Conference on Computational Science, 2017

Firemap: A Dynamic Data-Driven Predictive Wildfire Modeling and Visualization Environment.
Proceedings of the International Conference on Computational Science, 2017

Deep Learning on Operational Facility Data Related to Large-Scale Distributed Area Scientific Workflows.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

Research Objects for Interworkability among Global Environmental and Geophysical Data.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

An Unsupervised Deep Learning Approach for Satellite Image Analysis with Applications in Demographic Analysis.
Proceedings of the 13th IEEE International Conference on e-Science, 2017

Automated scalable detection of location-specific Santa Ana conditions from weather data using unsupervised learning.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

2016
Kepler + CometCloud: Dynamic Scientific Workflow Execution on Federated Cloud Resources.
Proceedings of the International Conference on Computational Science 2016, 2016

Wildfire Spread Prediction and Assimilation for FARSITE Using Ensemble Kalman Filtering.
Proceedings of the International Conference on Computational Science 2016, 2016

Biomedical Big Data Training Collaborative (BBDTC): An Effort to Bridge the Talent Gap in Biomedical Science and Research.
Proceedings of the International Conference on Computational Science 2016, 2016

Integrated Machine Learning in the Kepler Scientific Workflow System.
Proceedings of the International Conference on Computational Science 2016, 2016

Natural Language Processing using Kepler Workflow System: First Steps.
Proceedings of the International Conference on Computational Science 2016, 2016

Kepler WebView: A Lightweight, Portable Framework for Constructing Real-time Web Interfaces of Scientific Workflows.
Proceedings of the International Conference on Computational Science 2016, 2016

Data through the Computational Lens, Preface for ICCS 2016.
Proceedings of the International Conference on Computational Science 2016, 2016

Leveraging large sensor streams for robust cloud control.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

A scalable approach for location-specific detection of Santa Ana conditions.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

Determining feature extractors for unsupervised learning on satellite images.
Proceedings of the 2016 IEEE International Conference on Big Data, 2016

2015
FlowGate: towards extensible and scalable web-based flow cytometry data analysis.
Proceedings of the 2015 XSEDE Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure, St. Louis, MO, USA, July 26, 2015

Towards an Integrated Cyberinfrastructure for Scalable Data-driven Monitoring, Dynamic Prediction and Resilience of Wildfires.
Proceedings of the International Conference on Computational Science, 2015

Big data provenance: Challenges, state of the art and opportunities.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

2014
Big Data Applications Using Workflows for Data Parallel Computing.
Computing in Science and Engineering, 2014

MAAMD: a workflow to standardize meta-analyses and comparison of affymetrix microarray data.
BMC Bioinformatics, 2014

Enhancing Smart Re-run of Kepler Scientific Workflows Based on Near Optimum Provenance Caching in Cloud.
Proceedings of the 2014 IEEE World Congress on Services, 2014

Workflow as a Service in the Cloud: Architecture and Scheduling Algorithms.
Proceedings of the International Conference on Computational Science, 2014

Progress towards Automated Kepler Scientific Workflows for Computer-aided Drug Discovery and Molecular Simulations.
Proceedings of the International Conference on Computational Science, 2014

Using Kepler for Tool Integration in Microarray Analysis Workflows.
Proceedings of the International Conference on Computational Science, 2014

EPiK-a Workflow for Electron Tomography in Kepler.
Proceedings of the International Conference on Computational Science, 2014

A Scalable Data Science Workflow Approach for Big Data Bayesian Network Learning.
Proceedings of the 1st IEEE/ACM International Symposium on Big Data Computing, 2014

2013
Approaches to Distributed Execution of Scientific Workflows in Kepler.
Fundam. Inform., 2013

Workflow-driven programming paradigms for distributed analysis of biological big data.
Proceedings of the IEEE 3rd International Conference on Computational Advances in Bio and Medical Sciences, 2013

2012
A Framework for Distributed Data-Parallel Execution in the Kepler Scientific Workflow System.
Proceedings of the International Conference on Computational Science, 2012

Early Cloud Experiences with the Kepler Scientific Workflow System.
Proceedings of the International Conference on Computational Science, 2012

Golden Trail: Retrieving the Data History that Matters from a Comprehensive Provenance Repository.
IJDC, 2012

MAAMD: A Workflow to Standardize Meta-Analyses of Affymetrix Microarray Data.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Challenges and approaches for distributed workflow-driven analysis of large-scale biological data: vision paper.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

2011
Community cyberinfrastructure for Advanced Microbial Ecology Research and Analysis: the CAMERA resource.
Nucleic Acids Research, 2011

A Data Model for Analyzing User Collaborations in Workflow-Driven e-Science.
I. J. Comput. Appl., 2011

A Physical and Virtual Compute Cluster Resource Load Balancing Approach to Data-Parallel Scientific Workflow Scheduling.
Proceedings of the World Congress on Services, 2011

Provenance for MapReduce-based data-intensive workflows.
Proceedings of the WORKS'11, 2011

Case Study on the Use of REST Architectural Principles for Scientific Analysis: CAMERA - Community Cyberinfrastructure for Advanced Microbial Ecology Research and Analysis.
Proceedings of the REST: From Research to Practice, 2011

2010
Theoretical enzyme design using the Kepler scientific workflows on the Grid.
Proceedings of the International Conference on Computational Science, 2010

Workflows and extensions to the Kepler scientific workflow system to support environmental sensor data access and analysis.
Ecological Informatics, 2010

A Fault-Tolerance Architecture for Kepler-Based Distributed Scientific Workflows.
Proceedings of the Scientific and Statistical Database Management, 2010

Fault-Tolerance in Dataflow-Based Scientific Workflow Management.
Proceedings of the 6th World Congress on Services, 2010

CAMERA 2.0: A Data-centric Metagenomics Community Infrastructure Driven by Scientific Workflows.
Proceedings of the 6th World Congress on Services, 2010

Approaches for Exploring and Querying Scientific Workflow Provenance Graphs.
Proceedings of the Provenance and Annotation of Data and Processes, 2010

Understanding Collaborative Studies through Interoperable Workflow Provenance.
Proceedings of the Provenance and Annotation of Data and Processes, 2010

Monitoring data quality in Kepler.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

2009
Heterogeneous composition of models of computation.
Future Generation Comp. Syst., 2009

Accelerating Parameter Sweep Workflows by Utilizing Ad-hoc Network Computing Resources: An Ecological Example.
Proceedings of the 2009 IEEE Congress on Services, Part I, 2009

Kepler + Hadoop: a general architecture facilitating data-intensive applications in scientific workflow systems.
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science, 2009

2008
Special Issue: The First Provenance Challenge.
Concurrency and Computation: Practice and Experience, 2008

From computation models to models of provenance: the RWS approach.
Concurrency and Computation: Practice and Experience, 2008

Lifecycle of Scientific Workflows and their Provenance: A Usage Perspective.
Proceedings of the 2008 IEEE Congress on Services, Part I, 2008

Nimrod/K: towards massively parallel dynamic grid workflows.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2008

A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows.
Proceedings of the Provenance and Annotation of Data and Processes, 2008

A High-Level Distributed Execution Framework for Scientific Workflows.
Proceedings of the Fourth International Conference on e-Science, 2008

2007
Composing Different Models of Computation in Kepler and Ptolemy II.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
A three tier architecture applied to LiDAR processing and monitoring.
Scientific Programming, 2006

Scientific workflow management and the Kepler system.
Concurrency and Computation: Practice and Experience, 2006

From Molecule to Man: Decision Support in Individualized E-Health.
IEEE Computer, 2006

S04 - Introduction to scientific workflow management and the Kepler system.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Provenance Collection Support in the Kepler Scientific Workflow System.
Proceedings of the Provenance and Annotation of Data, 2006

Automation of Network-Based Scientific Workflows.
Proceedings of the Grid-Based Problem Solving Environments, 2006

Scientific Workflow Infrastructure for Computational Chemistry on the Grid.
Proceedings of the Computational Science, 2006

A Three Tier Architecture for LiDAR Interpolation and Analysis.
Proceedings of the Computational Science, 2006

Integrating Data Grid and Web Services for E-Science Applications: A Case Study of Exploring Species Distributions.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

2005
The Computational Chemistry Prototyping Environment.
Proceedings of the IEEE, 2005

A Scientific Workflow Approach to Distributed Geospatial Data Processing using Web Services.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Flexible IO Services in the Kepler Grid Workflow System.
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005

2004
Kepler: An Extensible System for Design and Execution of Scientific Workflows.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

A Framework for the Design and Reuse of Grid Workflows.
Proceedings of the Scientific Applications of Grid Computing, First International Workshop, 2004

A Web Service Composition and Deployment Framework for Scientific Workflows.
Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004

2003
Compiling Abstract Scientific Workflows into Web Service Workflows.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

A Modeling and Execution Environment for Distributed Scientific Workflows.
Proceedings of the 15th International Conference on Scientific and Statistical Database Management (SSDBM 2003), 2003

2002
Time to Leave the Trees: From Syntactic to Conceptual Querying of XML.
Proceedings of the XML-Based Data Management and Multimedia Engineering, 2002


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