A Hybrid Algorithm for Multi-Objective Scientific Workflow Scheduling in IaaS Cloud
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2939294
Abstract: With the increase in deployment of scientific workflow applications on an IaaS cloud computing environment, the distribution of workflow tasks to particular cloud instances to decrease runtime and cost has emerged as an important challenge.… read more here.
Keywords: iaas cloud; scientific workflow; algorithm; workflow scheduling ... See more keywords
Fault Tolerant and Data Oriented Scientific Workflows Management and Scheduling System in Cloud Computing
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DOI: 10.1109/access.2022.3193151
Abstract: Cloud computing is a virtualized, scalable, ubiquitous, and distributed computing paradigm that provides resources and services dynamically in a subscription based environment. Cloud computing provides services through Cloud Service Providers (CSPs). Cloud computing is mainly… read more here.
Keywords: scientific workflow; fault tolerant; cloud computing; proposed strategy ... See more keywords
A Time-Driven Data Placement Strategy for a Scientific Workflow Combining Edge Computing and Cloud Computing
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2019.2905659
Abstract: Compared to traditional distributed computing environments such as grids, cloud computing provides a more cost-effective way to deploy scientific workflows. Each task of a scientific workflow requires several large datasets that are located in different… read more here.
Keywords: time; scientific workflow; edge computing; cloud computing ... See more keywords
Scientific Workflow Mining in Clouds
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DOI: 10.1109/tpds.2017.2696942
Abstract: Computing clouds have become the platform of choice for the deployment and execution of scientific workflows. Due to the uncertainty and unpredictability of scientific exploration, the execution plan for a scientific workflow may vary from… read more here.
Keywords: scientific workflow; alternatives inline; workflow mining; tex math ... See more keywords
A Security Framework for Scientific Workflow Provenance Access Control Policies
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2019.2921586
Abstract: The notion of collaborative scientific workflow is coined to address the increasing need for collaborative data analytics. In collaborative environments, access control policies are necessary for controlling the sharing of workflows, data products, and provenance… read more here.
Keywords: provenance; scientific workflow; access control; workflow provenance ... See more keywords