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PyHPC 20166th International Workshop on
Python for High-Performance and Scientific Computing
November 14, 2016SC16, Salt Lake City, UT
IntroductionAndreasSchreiber WilliamScullin BillSpotz AndyR.Terrel
GermanAerospaceCenter(DLR)
ArgonneNationalLaboratory
SandiaNationalLaboratories
FashionMetric,Inc.
Program Committee• Achim Basermann, German Aerospace Center (DLR)• Yung-Yu Chen, SOLVCON Project, Taiwan• Samantha S. Foley, University of Wisconsin-La Crosse, USA• Cyrus Harrison, Lawrence Livermore National Laboratory, USA• Konrad Hinsen, CNRS, France• Michael Klemm, Intel Corporation, Germany• Andreas Kloeckner, University of Illinois at Urbana-Champaign, USA• Maurice Ling, The University of Melbourne, Australia• Mike Müller, Python Academy, Germany• Anke Tröltzsch, German Aerospace Center (DLR)
Program• 10 regular talks
• Invited talk Sergey Maidanov, Intel: Scaling out Python to HPC and Big Data environments
PyHPC Series
11
5
1110
7
17
7
4
87 7
10
024681012141618
2011 2012 2013 2014 2015 2016
submitted
accepted
ProceedingsProceedings are available online: http://conferences.computer.org/pyhpc/2016
Papers & SlidesFind links to papers and slides at http://www.dlr.de/sc/pyhpc2016-program
FeedbackPlease provide feedback via SC16 session evaluation form:
http://bit.ly/sc16-eval
http://bit.ly/pyhpc2016-eval
TwitterFollow, Tweet, Share
@PythonHPC Hashtags
#SC16 #PyHPC
Agenda – Part 1
Time Author(s) Title
9am–9:10am
AndreasSchreiber,WilliamScullin,BillSpotz,andAndyTerrel
Introduction
9:10am–10am
SergeyMaidanov(Intel) INVITEDTALK:ScalingoutPythontoHPCandBigDataenvironments
10am–10:30am
Break
Agenda – Part 2Time Author(s) Title
10:30am–11am
MateuszBysiek,AleksandrDrozd,SatoshiMatsuoka
MigratingLegacyFortrantoPythonWhileRetainingFortran-LevelPerformanceThroughTranspilationandTypeHints
11am–11:30am
RossSmith PerformanceofMPICodesWritteninPythonwithNumPyandmpi4py
11:30am–12pm
WimLavrijsen,AditiDutta High-performancePython-C++bindingswithPyPyandCling
12pm–12:30pm
NickBrown ePython:AnimplementationofPythonforthemany-coreEpiphanycoprocessor
12:30pm–2pm
LunchBreak
Agenda – Part 3Time Author(s) Title
2pm–2:30pm
ChrisHarris,PatrickO’leary,MichaelGrauer,AashishChaudhary,ChrisKotfila,RobertO’bara
DynamicprovisioningandexecutionofHPCworkflowsusingPython
2:30pm–3pm
MattWytock,StevenDiamond,FelixHeide,StephenBoyd
ANewArchitectureforOptimizationModelingFrameworks
3pm–3:30pm
Break
Agenda – Part 4Time Author(s) Title
3:30pm–4pm
YuanzheLi,LorenSchwiebert BoostingPythonperformanceonIntelProcessors:Acasestudyofoptimizingmusicrecognition
4pm–4:30pm
MichaelLange,N.Kukreja,M.Louboutin,F.Luporini,F.Vieira,V.Pandolfo,P.Velesko,P.Kazakas,G.Gorman
Devito:TowardsagenericFiniteDifferenceDSLusingSymbolicPython
4:30pm–5pm
JeffreyLund,ChaceAshcraft,AndrewMcNabb,KevinSeppi
Mrs:HighPerformanceMapReduceforIterativeandAsynchronousAlgorithmsinPython
5pm–5:30pm
MatteoBarbieri,SamueleFiorini,FedericoTomasi,AnnalisaBarla
PALLADIO:aparallelframeworkforrobustvariableselectioninhigh-dimensionaldata