Parallel I/O In Practice: Part 2
TimeTuesday, 10 November 20202:30pm - 6:30pm EDT
DescriptionI/O on HPC systems is a black art. This tutorial sheds light on the state-of-the-art in parallel I/O and provides the knowledge necessary for attendees to best leverage I/O resources available to them. We cover the entire I/O software stack including storage and parallel file systems at the lowest layer, the role of burst buffers (NVRAM), intermediate layers (such as MPI-IO) and high-level I/O libraries (such as HDF-5). We emphasize ways to use these interfaces that result in high performance and tools for generating insight into these stacks. Benchmarks on real systems are used throughout to show real-world results.
In the first third of the tutorial we cover the fundamentals of parallel I/O. We discuss storage technologies, both present and near-future. Our parallel file systems material covers general concepts and gives examples from Lustre, GPFS, PanFS, HDFS, Ceph and Cloud Storage. Our second third takes a more application-oriented focus. We connect storage to our examination of the upper library layers of the I/O stack, covering MPI-IO, Parallel netCDF and HDF5. We discuss interface features, show code examples and describe how application calls translate into PFS operations. Finally, we discuss tools for capturing and understanding I/O behavior.