Condor-G: A Computation Management Agent for Multi-Institutional Grids
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
Kepler: An Extensible System for Design and Execution of Scientific Workflows
SSDBM '04 Proceedings of the 16th International Conference on Scientific and Statistical Database Management
Web Services Composition for Distributed Data Mining
ICPPW '05 Proceedings of the 2005 International Conference on Parallel Processing Workshops
A Comparison of Two Methods for Building Astronomical Image Mosaics on a Grid
ICPPW '05 Proceedings of the 2005 International Conference on Parallel Processing Workshops
E-SCIENCE '06 Proceedings of the Second IEEE International Conference on e-Science and Grid Computing
E-SCIENCE '06 Proceedings of the Second IEEE International Conference on e-Science and Grid Computing
Pegasus: A framework for mapping complex scientific workflows onto distributed systems
Scientific Programming
ASKALON: A Grid Application Development and Computing Environment
GRID '05 Proceedings of the 6th IEEE/ACM International Workshop on Grid Computing
International Journal of High Performance Computing Applications
Flexible and Efficient Workflow Deployment of Data-Intensive Applications On Grids With MOTEUR
International Journal of High Performance Computing Applications
The Trident Scientific Workflow Workbench
ESCIENCE '08 Proceedings of the 2008 Fourth IEEE International Conference on eScience
Workflows and e-Science: An overview of workflow system features and capabilities
Future Generation Computer Systems
Scaling up workflow-based applications
Journal of Computer and System Sciences
P-GRADE portal family for grid infrastructures
Concurrency and Computation: Practice & Experience
Metrics for heterogeneous scientific workflows: A case study of an earthquake science application
International Journal of High Performance Computing Applications
Online Fault and Anomaly Detection for Large-Scale Scientific Workflows
HPCC '11 Proceedings of the 2011 IEEE International Conference on High Performance Computing and Communications
Failure prediction and localization in large scientific workflows
Proceedings of the 6th workshop on Workflows in support of large-scale science
Online workflow management and performance analysis with stampede
Proceedings of the 7th International Conference on Network and Services Management
A General Approach to Real-Time Workflow Monitoring
SCC '12 Proceedings of the 2012 SC Companion: High Performance Computing, Networking Storage and Analysis
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Scientific workflow systems support various workflow representations, operational modes, and configurations. Regardless of the system used, end users have common needs: to track the status of their workflows in real time, be notified of execution anomalies and failures automatically, perform troubleshooting, and automate the analysis of the workflow results. In this paper, we describe how the Stampede monitoring infrastructure was integrated with the Pegasus Workflow Management System and the Triana Workflow Systems, in order to add generic real time monitoring and troubleshooting capabilities across both systems. Stampede is an infrastructure that provides interoperable monitoring using a three-layer model: (1) a common data model to describe workflow and job executions; (2) high-performance tools to load workflow logs conforming to the data model into a data store; and (3) a common query interface. This paper describes the integration of Stampede monitoring architecture with Pegasus and Triana and shows the new analysis capabilities that Stampede provides to these workflow systems. The successful integration of Stampede with these workflow engines demonstrates the generic nature of the Stampede monitoring infrastructure and its potential to provide a common platform for monitoring across scientific workflow engines.