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@INPROCEEDINGS{Baumeister:844645,
author = {Baumeister, P. F. and Rombach, B. and Hater, Thorsten and
Griessbach, S. and Hoffmann, L. and Bühler, M. and Pleiter,
D.},
title = {{S}trategies for {F}orward {M}odelling of {I}nfrared
{R}adiative {T}ransfer on {GPU}s},
volume = {32},
address = {Amsterdam},
publisher = {IOS Press},
reportid = {FZJ-2018-02040},
series = {Advances in Parallel Computing},
pages = {369 - 380},
year = {2018},
comment = {Parallel Computing is Everywhere},
booktitle = {Parallel Computing is Everywhere},
abstract = {Satellite-based remote sensing in the mid-infrared spectral
region can deliver a wealth of information on pressure,
temperature, clouds and aerosols, and trace gas
concentrations in the atmosphere. Interpreting the satellite
measurements requires to solve an inverse modelling problem
based on variational methods and a forward model evaluating
the radiative transfer equations. As state-of-the-art
satellite measurement campaigns require Petascale systems to
process the data in due time, graphical processing units are
employed for the high-throughput problem of computing the
forward model for a given atmospheric state. We explore
features of the considered architecture as well as relevant
performance signatures of the different implementations to
improve our understanding on opportunities for efficient
exploitation of GPU-accelerated architectures based on the
POWER2processor for this class of applications. Scalability
is a key aspect as the application is known to scale well on
massively-parallel architectures.},
month = {Sep},
date = {2017-09-12},
organization = {Parallel Computing, Bologna (Italy),
12 Sep 2017 - 15 Sep 2017},
cin = {JSC},
cid = {I:(DE-Juel1)JSC-20090406},
pnm = {511 - Computational Science and Mathematical Methods
(POF3-511) / 513 - Supercomputer Facility (POF3-513)},
pid = {G:(DE-HGF)POF3-511 / G:(DE-HGF)POF3-513},
typ = {PUB:(DE-HGF)8 / PUB:(DE-HGF)7},
doi = {10.3233/978-1-61499-843-3-369},
url = {https://juser.fz-juelich.de/record/844645},
}