About this Abstract |
Meeting |
6th International Congress on 3D Materials Science (3DMS 2022)
|
Symposium
|
6th International Congress on 3D Materials Science (3DMS 2022)
|
Presentation Title |
Galaxy Framework for Next-generation Data Reduction Strategies at CHESS |
Author(s) |
Kelly E. Nygren, Matthew Miller |
On-Site Speaker (Planned) |
Kelly E. Nygren |
Abstract Scope |
High-energy synchrotron X-ray techniques allow us to probe polycrystals in 3D non-destructively on timescales that enable mapping and/or tracking evolutions of micromechanical and microstructural states in situ. As we move into the next-generation of instrumentation and analysis and continue to push temporal and spatial limits, datasets are becoming massive (>TBs) and data reduction strategies increasingly complex, often integrating modeling efforts into the data reduction itself. This makes datasets difficult to move, requires special computational needs, and researchers to have requisite knowledge of computing strategies and architectures before meaningful data is extracted. CHESS has adopted the Galaxy Science Gateway framework to abstract away these barriers so scientists can focus on what the software is doing, rather than how it is doing it. This framework lowers the barrier to entry for data reduction and changes the nature of interactions between scientists sharing their data, data reduction pipelines, and data reduction code. |
Proceedings Inclusion? |
Definite: Other |