Applications and Technologies in Large-Scale Seismic Analysis
The growth and maturation of technologies that make it easier to analyze large volumes of data has enabled new areas of research in seismology. Computational frameworks like Apache Spark and Dask augment existing tools like MPI. New programming languages like Julia and the emergence of new scalable analysis capabilities in languages like Java and Python supplement traditional languages like C and Fortran. Finally, new platforms like the commercial cloud offer alternatives to existing high performance computing platforms. Technologies like these increase accessibility to a new scale of inquiry, making large-scale research in seismology more tractable than ever before. In this session, we invite researchers and data providers to share work in data-hungry applications, approaches to large data collection, storage and access and experiences with processing platforms and architectures.
Conveners
Jonathan K. MacCarthy, Los Alamos National Laboratory (jkmacc@lanl.gov); Chad Trabant, Incorporated Research Institutions for Seismology (chad@iris.washington.edu)
Oral Presentations
| Participant Role | Details | Start Time | Minutes | Action |
|---|---|---|---|---|
| Submission | MsPASS: A Parallel Processing Framework for Seismology | 08:30 AM | 15 | View |
| Submission | Seismology in the Cloud: Prospects and Applications | 08:45 AM | 15 | View |
| Submission | Expanding Accessibility and Scalability of Ambient Noise Seismic Data Processing Tools Through an Open-Source Cloud-Based Software Application | 09:00 AM | 15 | View |
| Submission | Reducing the Time to Science of Ambient Noise Tomography with ANXCOR and Kubernetes | 09:15 AM | 15 | View |
| Submission | Interactive Large-Scale Seismic Noise Analysis in the Cloud Using Xarray, Dask and Zarr | 09:30 AM | 15 | View |
| Other Time | Break | 09:45 AM | 60 | |
| Submission | Building Seismo-Acoustic Pipelines with SAPL | 10:45 AM | 15 | View |
| Submission | Supporting Large-Scale Seismological Research | 11:00 AM | 15 | View |
| Submission | Using the SCEDC Cloud Archive for Research with Big Data | 11:15 AM | 15 | View |
| Submission | Orfeus Services for High-Quality Seismic Waveform Data Access in Pan-Europe | 11:30 AM | 15 | View |
| Submission | Flexible Analysis of Earthquake Datasets Using a Modular, High-Throughput Seismic Processing System | 11:45 AM | 15 | View |
| Total: | 210 Minute(s) |
Applications and Technologies in Large-Scale Seismic Analysis
Description