[10] High performance computing & Big data
[10-2] February 28, 17:10-17:30 |
A Flexible I/O Arbitration Framework for netCDF based Big Data Processing Workflows on High-End Supercomputers
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J. Liao (Southwest University of China), B. Gerofi (RIKEN), G. Lien (RIKEN), S. Nishizawa (RIKEN), T. Miyoshi (RIKEN), H. Tomita (RIKEN), and Y. Ishikawa (RIKEN) |
Abstract |
We present an initial study of a direct communication framework designed for complex workflows that eliminates unnecessary file I/O among components. Specifically, we propose an I/O arbitrator layer that provides direct parallel data transfer among job components that rely on the netCDF interface for performing I/O operations, with only minimal modifications to application code. We present the design and an early evaluation of the framework on the K Computer using up to 4800 nodes running RIKEN's experimental weather forecasting workflow as a case study. |
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10_2_J.Liao.pdf |