Improving the application development process with modular visualization environments
ACM SIGGRAPH Computer Graphics - Special focus: modular visualization environments (MVEs)
A worldwide flock of Condors: load sharing among workstation clusters
Future Generation Computer Systems - Special issue: resource management in distributed systems
Journal of Parallel and Distributed Computing
A Resource Management Architecture for Metacomputing Systems
IPPS/SPDP '98 Proceedings of the Workshop on Job Scheduling Strategies for Parallel Processing
Chimera: AVirtual Data System for Representing, Querying, and Automating Data Derivation
SSDBM '02 Proceedings of the 14th International Conference on Scientific and Statistical Database Management
VLAM-G: a grid-based virtual laboratory
Future Generation Computer Systems - Special section: Selected papers from the TERENA networking conference 2002
An Integrated Problem Solving Environment: The SCIRun Computational Steering System
HICSS '98 Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences-Volume 7 - Volume 7
HPDC '03 Proceedings of the 12th IEEE International Symposium on High Performance Distributed Computing
Grid Information Services for Distributed Resource Sharing
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
Architectural styles and the design of network-based software architectures
Architectural styles and the design of network-based software architectures
An intelligent assistant for interactive workflow composition
Proceedings of the 9th international conference on Intelligent user interfaces
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
The Anatomy of the Grid: Enabling Scalable Virtual Organizations
International Journal of High Performance Computing Applications
The Cactus Worm: Experiments with Dynamic Resource Discovery and Allocation in a Grid Environment
International Journal of High Performance Computing Applications
Composing, optimizing, and executing plans for bioinformatics web services
The VLDB Journal — The International Journal on Very Large Data Bases
A New Grid Workflow Description Language
SCC '05 Proceedings of the 2005 IEEE International Conference on Services Computing - Volume 02
Service-Oriented Environments for Dynamically Interacting with Mesoscale Weather
Computing in Science and Engineering
Enabling ScientificWorkflow Reuse through Structured Composition of Dataflow and Control-Flow
ICDEW '06 Proceedings of the 22nd International Conference on Data Engineering Workshops
Managing the Evolution of Dataflows with VisTrails
ICDEW '06 Proceedings of the 22nd International Conference on Data Engineering Workshops
VisTrails: visualization meets data management
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Specification of grid workflow applications with AGWL: an Abstract Grid Workflow Language
CCGRID '05 Proceedings of the Fifth IEEE International Symposium on Cluster Computing and the Grid (CCGrid'05) - Volume 2 - Volume 02
E-SCIENCE '06 Proceedings of the Second IEEE International Conference on e-Science and Grid Computing
Applying Advance Reservation to Increase Predictability of Workflow Execution on the Grid
E-SCIENCE '06 Proceedings of the Second IEEE International Conference on e-Science and Grid Computing
VLE-WFBus: A Scientific Workflow Bus for Multi e-Science Domains
E-SCIENCE '06 Proceedings of the Second IEEE International Conference on e-Science and Grid Computing
Grid-flow: a grid-enabled scientific workflow system with a petri net-based interface
Grid-flow: a grid-enabled scientific workflow system with a petri net-based interface
Pegasus: A framework for mapping complex scientific workflows onto distributed systems
Scientific Programming
Scheduling Data-IntensiveWorkflows onto Storage-Constrained Distributed Resources
CCGRID '07 Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid
ASKALON: A Grid Application Development and Computing Environment
GRID '05 Proceedings of the 6th IEEE/ACM International Workshop on Grid Computing
A provisioning model and its comparison with best-effort for performance-cost optimization in grids
Proceedings of the 16th international symposium on High performance distributed computing
Provenance in collection-oriented scientific workflows
Concurrency and Computation: Practice & Experience - The First Provenance Challenge
Advanced data flow support for scientific grid workflow applications
Proceedings of the 2007 ACM/IEEE conference on Supercomputing
Scientific Programming - Scientific Workflows
Provenance: The Bridge Between Experiments and Data
Computing in Science and Engineering
Adaptive pricing for resource reservations in Shared environments
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Brokering multi-grid workflows in the P-GRADE portal
Euro-Par'06 Proceedings of the CoreGRID 2006, UNICORE Summit 2006, Petascale Computational Biology and Bioinformatics conference on Parallel processing
A grid workflow language using high-level petri nets
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
Performance evaluation of the karma provenance framework for scientific workflows
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
Editorial: Special section on workflow systems and applications in e-Science
Future Generation Computer Systems
A distributed architecture for data mining and integration
Proceedings of the second international workshop on Data-aware distributed computing
Experiment Line: Software Reuse in Scientific Workflows
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
Comparison and versioning of scientific workflows
CVSM '09 Proceedings of the 2009 ICSE Workshop on Comparison and Versioning of Software Models
A grid portal for solving geoscience problems using distributed knowledge discovery services
Future Generation Computer Systems
Scientific Workflows: Business as Usual?
BPM '09 Proceedings of the 7th International Conference on Business Process Management
Future Generation Computer Systems
Pipeline-centric provenance model
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science
Scientific workflow design with data assembly lines
Proceedings of the 4th Workshop on Workflows in Support of Large-Scale Science
Exploring many task computing in scientific workflows
Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers
Approaching cardiac modeling challenges to computer science with CellML-based web tools
Future Generation Computer Systems
Neural networks cartridges for data mining on time series
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Future Generation Computer Systems
Scaling up workflow-based applications
Journal of Computer and System Sciences
Parallelizing XML data-streaming workflows via MapReduce
Journal of Computer and System Sciences
Efficiently supporting secure and reliable collaboration in scientific workflows
Journal of Computer and System Sciences
Mixture of ANFIS systems for CPU load prediction in metacomputing environment
Future Generation Computer Systems
Open workflow infrastructure: a research agenda
Proceedings of the 1st International Workshop on Workflow Approaches to New Data-centric Science
A data placement strategy in scientific cloud workflows
Future Generation Computer Systems
Task scheduling modelling and reliability evaluation of grid services using coloured Petri nets
Future Generation Computer Systems
Grids and Clouds: Making Workflow Applications Work in Heterogeneous Distributed Environments
International Journal of High Performance Computing Applications
Towards optimising distributed data streaming graphs using parallel streams
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing
Towards the conception of scientific workflows for in silico experiments in software engineering
Proceedings of the 2010 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement
Extending the SOA paradigm to e-Science environments
Future Generation Computer Systems
e-BioFlow: improving practical use of workflow systems in bioinformatics
ITBAM'10 Proceedings of the First international conference on Information technology in bio- and medical informatics
Grid-enabled Spatial Data Infrastructure for environmental sciences: Challenges and opportunities
Future Generation Computer Systems
Managing user-generated information in geospatial cyberinfrastructures
Future Generation Computer Systems
Decentralized execution of linear workflows over web services
Future Generation Computer Systems
Journal of Systems and Software
P-GRADE Portal: A generic workflow system to support user communities
Future Generation Computer Systems
Hybrid Computing-Where HPC meets grid and Cloud Computing
Future Generation Computer Systems
A P2P approach to many tasks computing for scientific workflows
VECPAR'10 Proceedings of the 9th international conference on High performance computing for computational science
W3P: Building an OPM based provenance model for the Web
Future Generation Computer Systems
Future Generation Computer Systems
Online scheduling of workflow applications in grid environments
Future Generation Computer Systems
Workflows to open provenance graphs, round-trip
Future Generation Computer Systems
Provenance management in Swift
Future Generation Computer Systems
Workflows for information integration in the life sciences
Search computing
Towards jungle computing with Ibis/Constellation
Proceedings of the 2011 workshop on Dynamic distributed data-intensive applications, programming abstractions, and systems
The case for being lazy: how to leverage lazy evaluation in MapReduce
Proceedings of the 2nd international workshop on Scientific cloud computing
Knowledge annotations in scientific workflows: an implementation in Kepler
SSDBM'11 Proceedings of the 23rd international conference on Scientific and statistical database management
Search, adapt, and reuse: the future of scientific workflows
ACM SIGMOD Record
Strategies for Rescheduling Tightly-Coupled Parallel Applications in Multi-Cluster Grids
Journal of Grid Computing
International Journal of Grid and Utility Computing
A collaborative VR visualization environment for offshore engineering projects
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
A DHT-based semantic overlay network for service discovery
Future Generation Computer Systems
Supporting the internet-based evaluation of research software with cloud infrastructure
Software and Systems Modeling (SoSyM)
Exploring provenance in high performance scientific computing
Proceedings of the first annual workshop on High performance computing meets databases
A deductive system for proving workflow models from operational procedures
Future Generation Computer Systems
Budget-Deadline constrained workflow planning for admission control in market-oriented environments
GECON'11 Proceedings of the 8th international conference on Economics of Grids, Clouds, Systems, and Services
Modeling and analyzing the impact of authorization on workflow executions
Future Generation Computer Systems
Workflow management for soft real-time interactive applications in virtualized environments
Future Generation Computer Systems
ParaLite: Supporting Collective Queries in Database System to Parallelize User-Defined Executable
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
Proceedings of the 45th Annual Simulation Symposium
TaPP'12 Proceedings of the 4th USENIX conference on Theory and Practice of Provenance
A practical approach to developing a web-based geospatial workflow composition and execution system
Proceedings of the 3rd International Conference on Computing for Geospatial Research and Applications
Using workflows and web services to manage simulation studies (WIP)
Proceedings of the 2012 Symposium on Theory of Modeling and Simulation - DEVS Integrative M&S Symposium
WPS orchestration using the Taverna workbench: The eScience approach
Computers & Geosciences
Data-intensive architecture for scientific knowledge discovery
Distributed and Parallel Databases
Journal of Grid Computing
A Provenance-based Adaptive Scheduling Heuristic for Parallel Scientific Workflows in Clouds
Journal of Grid Computing
Deadline-constrained workflow scheduling algorithms for Infrastructure as a Service Clouds
Future Generation Computer Systems
Energy-efficient deadline scheduling for heterogeneous systems
Journal of Parallel and Distributed Computing
Nonintrusive collection and management of data provenance in scientific workflows
Concurrency and Computation: Practice & Experience
Scientific workflow management with ADAMS
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Building an ecoinformatics platform to support climate change adaptation in Victoria
Future Generation Computer Systems
Design and implementation of GXP make - A workflow system based on make
Future Generation Computer Systems
Modelling provenance using structured occurrence networks
IPAW'12 Proceedings of the 4th international conference on Provenance and Annotation of Data and Processes
Allocating Resources for Workflows Running under Authorization Control
GRID '12 Proceedings of the 2012 ACM/IEEE 13th International Conference on Grid Computing
Management and storage of in situ oceanographic data: An ECM-based approach
Information Systems
Evaluating parameter sweep workflows in high performance computing
Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies
DAGwoman: enabling DAGMan-like workflows on non-Condor platforms
Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies
Oozie: towards a scalable workflow management system for Hadoop
Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies
Adapting scientific workflow structures using multi-objective optimization strategies
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
The W3C PROV family of specifications for modelling provenance metadata
Proceedings of the 16th International Conference on Extending Database Technology
Mobi-CoSWAC: an access control approach for collaborative scientific workflow in mobile environment
ICPCA/SWS'12 Proceedings of the 2012 international conference on Pervasive Computing and the Networked World
Enhancing and abstracting scientific workflow provenance for data publishing
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Dimensioning the virtual cluster for parallel scientific workflows in clouds
Proceedings of the 4th ACM workshop on Scientific cloud computing
D-PROV: extending the PROV provenance model with workflow structure
TaPP'13 Proceedings of the 5th USENIX conference on Theory and Practice of Provenance
D-PROV: extending the PROV provenance model with workflow structure
Proceedings of the 5th USENIX Workshop on the Theory and Practice of Provenance
An SOA-based model for the integrated provisioning of cloud and grid resources
Advances in Software Engineering
Performance evaluation of parallel strategies in public clouds: A study with phylogenomic workflows
Future Generation Computer Systems
Cloud computing for fast prediction of chemical activity
Future Generation Computer Systems
User-steering of HPC workflows: state-of-the-art and future directions
Proceedings of the 2nd ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies
A video processing and data retrieval framework for fish population monitoring
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data
Managing large numbers of business processes with cloud workflow systems
AusPDC '12 Proceedings of the Tenth Australasian Symposium on Parallel and Distributed Computing - Volume 127
On specifying and sharing scientific workflow optimization results using research objects
WORKS '13 Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science
Semantics and provenance for processing element composition in dispel workflows
WORKS '13 Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science
Understanding workflows for distributed computing: nitty-gritty details
WORKS '13 Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science
The demand for consistent web-based workflow editors
WORKS '13 Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science
Characterizing workflow-based activity on a production e-infrastructure using provenance data
Future Generation Computer Systems
Future Generation Computer Systems
Stochastic DAG scheduling using a Monte Carlo approach
Journal of Parallel and Distributed Computing
Do we need to handle every temporal violation in scientific workflow systems?
ACM Transactions on Software Engineering and Methodology (TOSEM)
Budget-Deadline Constrained Workflow Planning for Admission Control
Journal of Grid Computing
Bundle and Pool Architecture for Multi-Language, Robust, Scalable Workflow Executions
Journal of Grid Computing
A Case Study into Using Common Real-Time Workflow Monitoring Infrastructure for Scientific Workflows
Journal of Grid Computing
Semantics and Planning Based Workflow Composition for Video Processing
Journal of Grid Computing
Environmental Modelling & Software
Modeling and optimizing large-scale data flows
Future Generation Computer Systems
A critical introduction to metadata for e-science and e-research
International Journal of Metadata, Semantics and Ontologies
A service composition oriented framework for configuring SMeet multiparty collaboration environments
Multimedia Tools and Applications
Runtime Dynamic Structural Changes of Scientific Workflows in Clouds
UCC '13 Proceedings of the 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing
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Scientific workflow systems have become a necessary tool for many applications, enabling the composition and execution of complex analysis on distributed resources. Today there are many workflow systems, often with overlapping functionality. A key issue for potential users of workflow systems is the need to be able to compare the capabilities of the various available tools. There can be confusion about system functionality and the tools are often selected without a proper functional analysis. In this paper we extract a taxonomy of features from the way scientists make use of existing workflow systems and we illustrate this feature set by providing some examples taken from existing workflow systems. The taxonomy provides end users with a mechanism by which they can assess the suitability of workflow in general and how they might use these features to make an informed choice about which workflow system would be a good choice for their particular application.