Essays about: "Learning Workflows"
Showing result 11 - 13 of 13 essays containing the words Learning Workflows.
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11. A learning based workflow scheduling approach on volatile cloud resources
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Workflows, originally from the business world, provide a systematic organization to an otherwise chaotic complex process. Therefore, they have become dominant and popular in scientific computation, where complex and broadscale data analysis and scientific automation are required. READ MORE
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12. Using machine learning for resource provisioning to run workflow applications in IaaS Cloud
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The rapid advancements of cloud computing has made it possible to execute large computations such as scientific workflow applications faster than ever before. Executing workflow applications in cloud computing consists of choosing instances (resource provisioning) and then scheduling (resource scheduling) the tasks to execute on the chosen instances. READ MORE
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13. Performance Prediction for Enabling Intelligent Resource Management on Big Data Processing Workflows
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Mobile cloud computing offers an augmented infrastructure that allows resource-constrained devices to use remote computational resources as an enabler for highly intensive computation, thus improving end users experience. Being able to efficiently manage cloud elasticity represents a big challenge for dynamic resource scaling on-demand. READ MORE
