Models and issues in data stream systems
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
From Scientific Software Libraries to Problem-Solving Environments
IEEE Computational Science & Engineering
A taxonomy of scientific workflow systems for grid computing
ACM SIGMOD Record
Incorporating semantics in scientific workflow authoring
SSDBM'2005 Proceedings of the 17th international conference on Scientific and statistical database management
Special Issue: Workflow in Grid Systems: Editorials
Concurrency and Computation: Practice & Experience - Workflow in Grid Systems
Taverna: lessons in creating a workflow environment for the life sciences: Research Articles
Concurrency and Computation: Practice & Experience - Workflow in Grid Systems
Scientific workflow management and the Kepler system: Research Articles
Concurrency and Computation: Practice & Experience - Workflow in Grid Systems
Programming scientific and distributed workflow with Triana services: Research Articles
Concurrency and Computation: Practice & Experience - Workflow in Grid Systems
Workflows for e-Science: Scientific Workflows for Grids
Workflows for e-Science: Scientific Workflows for Grids
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
myExperiment: social networking for workflow-using e-scientists
Proceedings of the 2nd workshop on Workflows in support of large-scale science
Workflow automation for processing plasma fusion simulation data
Proceedings of the 2nd workshop on Workflows in support of large-scale science
DFL: A dataflow language based on Petri nets and nested relational calculus
Information Systems
Provenance in collection-oriented scientific workflows
Concurrency and Computation: Practice & Experience - The First Provenance Challenge
From computation models to models of provenance: the RWS approach
Concurrency and Computation: Practice & Experience - The First Provenance Challenge
Report on the Principles of Provenance Workshop
ACM SIGMOD Record
Provenance and scientific workflows: challenges and opportunities
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Nimrod/K: towards massively parallel dynamic grid workflows
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
Kepler/pPOD: Scientific Workflow and Provenance Support for Assembling the Tree of Life
Provenance and Annotation of Data and Processes
A Provenance-Based Fault Tolerance Mechanism for Scientific Workflows
Provenance and Annotation of Data and Processes
Workflows and e-Science: An overview of workflow system features and capabilities
Future Generation Computer Systems
Scientific workflow design for mere mortals
Future Generation Computer Systems
X-CSR: Dataflow Optimization for Distributed XML Process Pipelines
ICDE '09 Proceedings of the 2009 IEEE International Conference on Data Engineering
Exploring Scientific Workflow Provenance Using Hybrid Queries over Nested Data and Lineage Graphs
SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management
Project histories: managing data provenance across collection-oriented scientific workflow runs
DILS'07 Proceedings of the 4th international conference on Data integration in the life sciences
Actor-oriented design of scientific workflows
ER'05 Proceedings of the 24th international conference on Conceptual Modeling
Managing rapidly-evolving scientific workflows
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
Provenance collection support in the kepler scientific workflow system
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
A model for user-oriented data provenance in pipelined scientific workflows
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
Tools in scientific workflow composition
ISoLA'10 Proceedings of the 4th international conference on Leveraging applications of formal methods, verification, and validation - Volume Part I
On scientific experiments and flexible service compositions
From active data management to event-based systems and more
BPM'11 Proceedings of the 9th international conference on Business process management
Proceedings of the 5th India Software Engineering Conference
Acquiring adaptation cases for scientific workflows
ICCBR'11 Proceedings of the 19th international conference on Case-Based Reasoning Research and Development
Direct data transfer between SOAP web services in orchestration
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
On bridging relational and document-centric data stores
BNCOD'13 Proceedings of the 29th British National conference on Big Data
Environmental Modelling & Software
Similarity assessment and efficient retrieval of semantic workflows
Information Systems
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Business workflow management and business process modeling are mature research areas, whose roots go far back to the early days of office automation systems. Scientific workflow management, on the other hand, is a much more recent phenomenon, triggered by (i) a shift towards data-intensive and computational methods in the natural sciences, and (ii) the resulting need for tools that can simplify and automate recurring computational tasks. In this paper, we provide an introduction and overview of scientific workflows, highlighting features and important concepts commonly found in scientific workflow applications. We illustrate these using simple workflow examples from a bioinformatics domain. We then discuss similarities and, more importantly, differences between scientific workflows and business workflows. While some concepts and solutions developed in one domain may be readily applicable to the other, there remain sufficiently many differences that warrant a new research effort at the intersection of scientific and business workflows. We close by proposing a number of research opportunities for cross-fertilization between the scientific workflow and business workflow communities.