Scientific Workflow
Grid Service Data Needed for Estimation of Reliability in Scientific Workflow Systems
... enable scientific projects to be conducted on a larger scale than ever ...before. Scientific workflows are often very dynamic in both structure and persistency, complex, and may involve a lot of ...
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Re provisioning of cloud based execution infrastructure using the cloud aware provenance to facilitate scientific workflow execution reproducibility
... a workflow is composed of many jobs, which are executed in a given order, a single job failure can result in a workflow execution ...a scientific workflow execution on the ...
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An Exploration of Multi Objective Scientific Workflow Scheduling in Cloud
... work. Scientific workflow contains dependent tasks. Scientific workflow scheduling with single objective has been addressed in the literature a ...
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Data-Aware Scheduling Strategy for Scientific Workflow Applications in IaaS Cloud Computing
... data-intensive scientific Workflow Scheduling (DiSWS) in cloud ...data-intensive scientific workflows has not been extensively explored in the current ...data-intensive scientific ...
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Scientific workflow repeatability through cloud aware provenance
... in scientific workflows are vital for the repeatability and reliability of scientific ...of scientific workflows has been effectively carried out in Grid based scientific workflow ...
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Optimization of Cost and Meeting Deadline in Scientific Workflow
... the scientific workflow with the deadline ...the scientific workflow either try to minimize the cost or focus on minimizing execution time while trying to meet the application ...in ...
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Knowledge Graph Aided Similarity Evaluation for Scientific Workflow
... new scientific workflow similarity evaluation ...of scientific workflow ...two scientific workflows is calculated by the similarity of nodes and ...
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A Clustering Approach to Scientific Workflow Scheduling on the Cloud with Deadline and Cost Constraints
... scheduling scientific workflows on the Cloud requires especial attention to multicore processor infrastructure which adds more challenges to the ...the workflow that can be executed in parallel while having ...
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Incorporating semantics in pattern based scientific workflow recommender systems
... Semantic analysis involves propagating known semantics of component inputs and outputs across other components. This ensures that when workflow completions are to be sug- gested based on semantics, as much ...
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An Evaluation of End-User Interfaces of Scientific Workflow Management Systems
... a workflow to automatically invoke and analyze more routine parts of the process, multiple data sets can be processed in parallel without requiring a significant amount of additional effort from the scientist and ...
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An IoT based task scheduling optimization scheme considering the deadline and cost aware scientific workflow for cloud computing
... of feasible solutions after the user defines the deadline and budget constraints. The main objective is to let the user choose the best solution from multiple possible so- lutions. In [16], Sakellariou et al. implement ...
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Scientific Workflow Tools
... • Management and Analysis of Observatory Data using Kepler Scientific Workflows. • Overall goal: To bring together, for the first time , seamless access to sensor data from real- time[r] ...
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Automation of Scientific Workflow Construction using Templates and Patterns.
... of scientific simulation, experimentation and analysis processes is becoming a necessary part of scientific problem ...the scientific domain as well as an understanding of, and facility with, a ...
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A Review on Resource Scheduling Algorithms for Big Data Workflows in Cloud
... and scientific applications in terms of ...of scientific workflows since the nature of the tasks involved in the workflows are data intensive and compute ...the workflow task to complete its ...
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State of Workflow Systems for eScience
... a workflow system guarantees reproducibility of its sub-workflows (or full ...her workflow, it is reasonable then that she would be inclined to run the sub-workflow where it is guaranteed to ...
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Experience with Adapting a WS BPEL Runtime for eScience Workflows
... various scientific workflow and data management tools which provide rich end user functionality while abstracting the complexities of many un- derlying ...instance, workflow systems pro- vide a means ...
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Download Download PDF
... of workflow repositories, such as myExperiment, has led to increased awareness and use of scientific ...workflows. Scientific workflow systems, such as Kepler and Taverna, and repositories, ...
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A Comparative Review on Fault Tolerance methods and models in Cloud Computing
... Karthik, “A fault tolerent approach in scientific workflow systems based on cloud computing,” IEEE International Conference on Pattern Recognition, Informatics and Medical Engineering PR[r] ...
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... Scientific workflow management systems offer features for composing complex com- putational pipelines from modular building blocks, executing the resulting automated workflows, and recording the provenance ...
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What-If Analysis and Debugging Using Provenance Models of Scientific Workflows
... Although scientific workflows will contribute to all science fields by their feasible characteristics, provenance management should be a concern too in order to have an understanding of how the results are ...
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