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Leonid Sokolinsky Mikhail Zymbler (Eds.) Communications in Computer and Information Science 1618 Parallel Computational Technologies 16th International Conference, PCT 2022 Dubna, Russia, March 29–31, 2022 Revised Selected Papers Communications in Computer and Information Science 1618 EditorialBoardMembers JoaquimFilipe PolytechnicInstituteofSetúbal,Setúbal,Portugal AshishGhosh IndianStatisticalInstitute,Kolkata,India RaquelOliveiraPrates FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil LizhuZhou TsinghuaUniversity,Beijing,China Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899 · Leonid Sokolinsky Mikhail Zymbler (Eds.) Parallel Computational Technologies 16th International Conference, PCT 2022 Dubna, Russia, March 29–31, 2022 Revised Selected Papers Editors LeonidSokolinsky MikhailZymbler SouthUralStateUniversity SouthUralStateUniversity Chelyabinsk,Russia Chelyabinsk,Russia ISSN 1865-0929 ISSN 1865-0937 (electronic) CommunicationsinComputerandInformationScience ISBN 978-3-031-11622-3 ISBN 978-3-031-11623-0 (eBook) https://doi.org/10.1007/978-3-031-11623-0 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2022 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface This volume contains a selection of the papers presented at the 16th International Scientific Conference on Parallel Computational Technologies, PCT 2022. The PCT 2022conferencewasheldinDubna,Russia,duringMarch29–31,2022. The PCT series of conferences aims at providing an opportunity to report and discuss the results achieved by leading research groups in solving practical issues using supercomputer and neural network technologies. The scope of the PCT series of conferences includes all aspects of the application of cloud, supercomputer, and neuralnetworktechnologiesinscienceandtechnologysuchasapplications,hardware andsoftware,specializedlanguages,andpackages. The PCT series is organized by the Supercomputing Consortium of Russian Universities and the Ministry of Science and Higher Education of the Russian Federation. Originating in 2007 at the South Ural State University (Chelyabinsk, Russia), the PCT series of conferences has now become one of the most prestigious Russian scientific meetings on parallel programming, high-performance computing, and machine learning. PCT 2022 in Dubna continued the series after Chelyabinsk (2007),St.Petersburg(2008),NizhnyNovgorod(2009),Ufa(2010),Moscow(2011), Novosibirsk(2012),Chelyabinsk(2013),Rostov-on-Don(2014),Ekaterinburg(2015), Arkhangelsk(2016),Kazan(2017),Rostov-on-Don(2018),Kaliningrad(2019),Perm (2020),andVolgograd(2021). Each paper submitted to the conference was scrupulously evaluated by three reviewers based on relevance to the conference topics, scientific and practical contri- bution, experimental evaluation of the results, and presentation quality. The Program CommitteeofPCTselectedthe22bestpaperstobeincludedinthisCCISproceedings volume. WewouldliketothanktherespectedPCT2022platinumsponsors,namelyIntel,RSC Group,andKarmaGroup,andtheconferencepartner,SpecialTechnologicalCenter,for theircontinuedfinancialsupportofthePCTseriesofconferences. We would like to express our gratitude to every individual who contributed to the success of PCT 2022. Special thanks to the Program Committee members and the external reviewers for evaluating papers submitted to the conference. Thanks also to the Organizing Committee members and all the colleagues involved in the conference organization from the Joint Institute for Nuclear Research, the South Ural StateUniversity(nationalresearchuniversity),andMoscowStateUniversity.Wethank theparticipantsofPCT2022forsharingtheirresearchandpresentingtheirachievements aswell. Finally, we thank Springer for publishing the proceedings of PCT 2022 in the CommunicationsinComputerandInformationScienceseries. June2022 LeonidSokolinsky MikhailZymbler Organization The 16th International Scientific Conference on Parallel Computational Technologies (PCT2022)wasorganizedbytheSupercomputingConsortiumofRussianUniversities andtheMinistryofScienceandHigherEducationoftheRussianFederation. SteeringCommittee Berdyshev,V.I. KrasovskiiInstituteofMathematicsand Mechanics,UrBRAS,Russia Ershov,Yu.L. UnitedScientificCouncilonMathematicsand Informatics,Russia Minkin,V.I. SouthFederalUniversity,Russia Moiseev,E.I. MoscowStateUniversity,Russia Savin,G.I. JointSupercomputerCenter,RAS,Russia Sadovnichiy,V.A. MoscowStateUniversity,Russia Chetverushkin,B.N. KeldyshInstituteofAppliedMathematics,RAS, Russia Shokin,Yu.I. InstituteofComputationalTechnologies,RAS, Russia ProgramCommittee Dongarra,J.(Co-chair) UniversityofTennessee,USA Sokolinsky,L.B.(Co-chair) SouthUralStateUniversity,Russia Voevodin,Vl.V.(Co-chair) MoscowStateUniversity,Russia Zymbler,M.L.(Academic SouthUralStateUniversity,Russia Secretary) Ablameyko,S.V. BelarusianStateUniversity,Belarus Afanasiev,A.P. InstituteforSystemsAnalysis,RAS,Russia Akimova,E.N. KrasovskiiInstituteofMathematicsand Mechanics,UrBRAS,Russia Andrzejak,A. HeidelbergUniversity,Germany Balaji,P. ArgonneNationalLaboratory,USA Boldyrev,Yu.Ya. St.PetersburgPolytechnicUniversity,Russia Carretero,J. CarlosIIIUniversityofMadrid,Spain Gazizov,R.K. UfaStateAviationTechnicalUniversity,Russia Glinsky,B.M. InstituteofComputationalMathematicsand MathematicalGeophysics,SBRAS,Russia Goryachev,V.D. TverStateTechnicalUniversity,Russia viii Organization Il’in,V.P. InstituteofComputationalMathematicsand MathematicalGeophysics,SBRAS,Russia Kobayashi,H. TohokuUniversity,Japan Kunkel,J. UniversityofHamburg,Germany Kumar,S. Rudrapur,India Labarta,J. BarcelonaSupercomputingCenter,Spain Lastovetsky,A. UniversityCollegeDublin,Ireland Likhoded,N.A. BelarusianStateUniversity,Belarus Ludwig,T. GermanClimateComputingCenter,Germany Lykosov,V.N. InstituteofNumericalMathematics,RAS,Russia Mallmann,D. JulichSupercomputingCentre,Germany Malyshkin,V.E. InstituteofComputationalMathematicsand MathematicalGeophysics,SBRAS,Russia Michalewicz,M. A*STARComputationalResourceCentre, Singapore Modorsky,V.Ya. PermPolytechnicUniversity,Russia Pan,C.S. Cloudflare,UK Prodan,R. Alpen-Adria-UniversitätKlagenfurt,Austria Radchenko,G.I. SiliconAustriaLabs,Austria Shamakina,A.V. HLRSHigh-PerformanceComputingCenter Stuttgart,Germany Shumyatsky,P. UniversityofBrasilia,Brazil Sithole,H. CentreforHighPerformanceComputing, SouthAfrica Starchenko,A.V. TomskStateUniversity,Russia Sterling,T. IndianaUniversity,USA Sukhinov,A.I. DonStateTechnicalUniversity,Russia Taufer,M. UniversityofDelaware,USA Tchernykh,A. CICESEResearchCenter,Mexico Turlapov,V.E. LobachevskyStateUniversityofNizhny Novgorod,Russia Wyrzykowski,R. CzestochowaUniversityofTechnology,Poland Yakobovskiy,M.V. KeldyshInstituteofAppliedMathematics,RAS, Russia Yamazaki,Y. FederalUniversityofPelotas,Brazil OrganizingCommittee Koren’kov,V.V.(Chair) JointInstituteforNuclearResearch,Russia Podgaynyi,D.V.(DeputyChair) JointInstituteforNuclearResearch,Russia Derenovskaya,O.Yu.(Secretary) JointInstituteforNuclearResearch,Russia Antonov,A.S. MoscowStateUniversity,Russia Antonova,A.P. MoscowStateUniversity,Russia Organization ix Busa,J. JointInstituteforNuclearResearch,Russia Goglachev,A.I. SouthUralStateUniversity,Russia Kraeva,Ya.A. SouthUralStateUniversity,Russia Nikitenko,D.A. MoscowStateUniversity,Russia Saktaganov,N. JointInstituteforNuclearResearch,Russia Sidorov,I.Yu. MoscowStateUniversity,Russia Sobolev,S.I. MoscowStateUniversity,Russia Sokolov,I.A. JointInstituteforNuclearResearch,Russia Stankus,D.B. JointInstituteforNuclearResearch,Russia Torosyan,A.G. JointInstituteforNuclearResearch,Russia Voevodin,Vad.V. MoscowStateUniversity,Russia Voytishina,E.N. JointInstituteforNuclearResearch,Russia Vorontsov,A.S. JointInstituteforNuclearResearch,Russia Zaikina,A.G. JointInstituteforNuclearResearch,Russia Zymbler,M.L. SouthUralStateUniversity,Russia Contents HighPerformanceArchitectures,ToolsandTechnologies VGLRating:ANovelBenchmarkingSuiteforModernSupercomputing Architectures ......................................................... 3 IlyaAfanasyevandSviatoslavKrymskii HPC TaskMaster – Task Efficiency Monitoring System fortheSupercomputerCenter ........................................... 17 PavelKostenetskiy, ArtemiyShamsutdinov, RomanChulkevich, VyacheslavKozyrev,andDmitriyAntonov ConstructinganExpertSystemforSolvingAstrophysicalProblemsBased ontheOntologicalApproach ............................................ 30 AnnaSapetina,IgorKulikov,GalinaZagorulko,andBorisGlinskiy HPCResourcesofSouthUralStateUniversity ............................. 43 NatalyaDolganina, ElenaIvanova, RomanBilenko, andAlexanderRekachinsky ParallelNumericalAlgorithms Comparative Analysis of Parallel Methods for Solving SLAEs inThree-DimensionalInitial-BoundaryValueProblems ..................... 59 V.S.Gladkikh,V.P.Ilin,andM.S.Pekhterev OptimizationoftheComputationalProcessforSolvingGridEquations onaHeterogeneousComputingSystem ................................... 73 AlexanderSukhinov, VladimirLitvinov, AlexanderChistyakov, AllaNikitina,NataliaGracheva,andNelliRudenko ParallelMethodsforSolvingSaddleTypeSystems ......................... 85 V.P.Il’inandD.I.Kozlov CompactLRnLAAlgorithmsforFlux-BasedNumericalSchemes ............ 99 AndreyZakirov, BorisKorneev, AnastasiaPerepelkina, andVadimLevchenko AnalysisofBlockStokes-AlgebraicMultigridPreconditionersonGPU Implementations ...................................................... 116 N.M.Evstigneev

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