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@conference {witte2019RHPCssi,
title = {Serverless seismic imaging in the cloud},
booktitle = {Rice Oil and Gas High Performance Computing Conference 2020},
year = {2020},
note = {Rice Oil and Gas High Performance Computing Conference 2020},
month = {03},
abstract = {This talk presents a serverless approach to seismic imaging in the cloud based on high-throughput containerized batch processing, event-driven computations and a domain-specific language compiler for solving the underlying wave equations. A 3D case study on Azure demonstrates that this approach allows reducing the operating cost of up to a factor of 6, making the cloud a viable alternative to on-premise HPC clusters for seismic imaging.},
keywords = {cloud, HPC, reverse-time migration, serverless},
url = {https://slim.gatech.edu/Publications/Public/Conferences/RHPC/2019/witte2019RHPCssi/witte2019RHPCssi.html},
presentation = {https://slim.gatech.edu/Publications/Public/Conferences/RHPC/2019/witte2019RHPCssi/witte2019RHPCssi_pres.pdf},
url2 = {https://www.youtube.com/watch?v=epilCpa078A\&list=PLcsG4X8Zn_UA3m7tgIMbOdXD8eOEPiUYD\&index=17},
author = {Philipp A. Witte and Mathias Louboutin and Charles Jones and Felix J. Herrmann}
}
@article{devito-compiler,
author = {Luporini, Fabio and Louboutin, Mathias and Lange, Michael and Kukreja, Navjot and Witte, Philipp and H\"{u}ckelheim, Jan and Yount, Charles and Kelly, Paul H. J. and Herrmann, Felix J. and Gorman, Gerard J.},
title = {Architecture and Performance of Devito, a System for Automated Stencil Computation},
year = {2020},
issue_date = {March 2020},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {46},
number = {1},
issn = {0098-3500},
url = {https://doi.org/10.1145/3374916},
doi = {10.1145/3374916},
journal = {ACM Trans. Math. Softw.},
month = {apr},
articleno = {6},
numpages = {28},
keywords = {stencil, domain-specific language, symbolic processing, performance optimization, compiler, structured grid, Finite-difference method}
}
@article{devito-api,
author = {Louboutin, M. and Lange, M. and Luporini, F. and Kukreja, N. and Witte, P. A. and Herrmann, F. J. and Velesko, P. and Gorman, G. J.},
title = {Devito (v3.1.0): an embedded domain-specific language for finite differences and geophysical exploration},
journal = {Geoscientific Model Development},
volume = {12},
year = {2019},
number = {3},
pages = {1165--1187},
url = {https://www.geosci-model-dev.net/12/1165/2019/},
doi = {10.5194/gmd-12-1165-2019}
}