Exploring the Optimal Strategy for Large-scale Data Movement in High-performance Networks

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Provided by: Institute of Electrical & Electronic Engineers
Topic: Big Data
Format: PDF
Advanced networking technologies and services have been rapidly developed and deployed to facilitate bulk data transfer so as to support next-generation eScience applications. However, these technologies and services have not been fully utilized due to the knowledge lack of scientific domain experts. By leveraging the functionalities of an existing data movement advising utility, the authors propose a new Workflow-based Intelligent Network Data Movement Advisor (WINDMA) with end-to-end performance optimization. WINDMA provides a web interface and interacts with existing data/space management and discovery services such as Storage Resource Management, transport methods such as GridFTP and GlobusOnline, and network resource provisioning brokers such as ION and OSCARS. Efficacy of WINDMA has been demonstrated in several use cases based on its implementation and deployment in wide-area networks.
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