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Presentation

Paper
:
openDIEL: A Parallel Workflow Engine and Data Analytics Framework
Event Type
Paper
Tags
Student Paper
Applications
Frameworks
TimeWednesday, July 3112pm - 12:30pm
LocationCrystal C
DescriptionopenDIEL is a workflow engine that aims to give researchers and users of HPC an efficient way to coordinate, organize, and interconnect many disparate modules of computation in order to effectively utilize and allocate HPC resources. A GUI has been developed to aid in creating workflows, and allows for the specification of data science jobs, including specification neural network architectures, data processing, and hyperparameter tuning. Existing machine learning tools can be readily used in the openDIEL, allowing for easy experimentation with various models and approaches.