@inproceedings{97ffe80a34824193a7088fc7624f42de,
title = "Binning Based Data Reduction for Vector Field Data of a Particle-In-Cell Fusion Simulation",
abstract = "With this work, we explore the feasibility of using in situ data binning techniques to achieve significant data reductions for particle data, and study the associated errors for several post-hoc analysis techniques. We perform an application study in collaboration with fusion simulation scientists on data sets up{\^A} to 489 GB per time step. We consider multiple ways to carry out the binning, and determine which techniques work the best for this simulation. With the best techniques we demonstrate reduction factors as large as 109x with low error percentage.",
keywords = "Data reduction, In situ, Visualization",
author = "James Kress and Jong Choi and Scott Klasky and Michael Churchill and Hank Childs and David Pugmire",
note = "Publisher Copyright: {\textcopyright} 2018, Springer Nature Switzerland AG.; International Conference on High Performance Computing, ISC High Performance 2018 ; Conference date: 28-06-2018 Through 28-06-2018",
year = "2018",
doi = "10.1007/978-3-030-02465-9\_15",
language = "English (US)",
isbn = "9783030024642",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "215--229",
editor = "John Shalf and Sadaf Alam and Rio Yokota and Mich{\`e}le Weiland",
booktitle = "High Performance Computing - ISC High Performance 2018 International Workshops, Revised Selected Papers",
address = "Germany",
}