High Performance Computing: 9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26–30, 2022, Revised Selected Papers PDF
Preview High Performance Computing: 9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26–30, 2022, Revised Selected Papers
Philippe Navaux Carlos J. Barrios H. Carla Osthoff Ginés Guerrero (Eds.) Communications in Computer and Information Science 1660 High Performance Computing 9th Latin American Conference, CARLA 2022 Porto Alegre, Brazil, September 26–30, 2022 Revised Selected Papers Communications in Computer and Information Science 1660 EditorialBoardMembers JoaquimFilipe PolytechnicInstituteofSetúbal,Setúbal,Portugal AshishGhosh IndianStatisticalInstitute,Kolkata,India RaquelOliveiraPrates FederalUniversityofMinasGerais(UFMG),BeloHorizonte,Brazil LizhuZhou TsinghuaUniversity,Beijing,China Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/7899 · · Philippe Navaux Carlos J. Barrios H. · Carla Osthoff Ginés Guerrero (Eds.) High Performance Computing 9th Latin American Conference, CARLA 2022 Porto Alegre, Brazil, September 26–30, 2022 Revised Selected Papers Editors PhilippeNavaux CarlosJ.BarriosH. FederalUniversityofRioGrandedoSul UniversidadIndustrialdeSantander PortoAlegre,Brazil Bucaramanga,Colombia CarlaOsthoff GinésGuerrero LaboratórioNacionaldeComputação LaboratorioNacionaldeComputaciónde Científica AltoRendimiento Petrópolis,Brazil Santiago,Chile ISSN 1865-0929 ISSN 1865-0937 (electronic) CommunicationsinComputerandInformationScience ISBN 978-3-031-23820-8 ISBN 978-3-031-23821-5 (eBook) https://doi.org/10.1007/978-3-031-23821-5 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2022 Chapter“UsingBigDataandServerlessArchitecturetoFollowtheEmotionalResponsetotheCOVID-19 PandemicinMexico”islicensedunderthetermsoftheCreativeCommonsAttribution4.0InternationalLicense (http://creativecommons.org/licenses/by/4.0/).Forfurtherdetailsseelicenseinformationinthechapter. 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ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface CARLA,theLatinAmericanHighPerformanceComputingConference,isaninterna- tionalacademicmeetingaimedatprovidingaforumtofosterthegrowthandstrengthof thehighperformancecomputing(HPC)communityinLatinAmericaandtheCaribbean throughtheexchangeanddisseminationofnewideas,techniques,andresearchinHPC anditsapplicationareas.Startingin2014,CARLAhasbecometheflagshipconference forHPCintheregion.Oneofitsprincipalgoalsistospread,togetherwiththeinterna- tionalcommunity,theadvancesinbothHPCandHPC&AI(theconvergencebetween HPCandartificialintelligence),asthosetwokeyareasarebecomingthepredominant engineforinnovationanddevelopment. Inthepreviouseditions,CARLAofferedtwomaintracks:HPCandHPC&AI.The latter highlights the convergence of HPC with modern machine learning methods and their application to multiple areas. CARLA also has become a fundamental forum to disseminate,discuss,andlearnaboutnewinternationaltrendsinadvancedcomputing. The 2021 edition addressed topics from advanced computer science applications, whichgeneratedanewdistinctivetrack,HPC&APP,forthe2022edition.Ithasbecome clear to the HPC Latin American community that after nine editions, CARLA has maturedandconsolidateditsorganization,showingthestrengthoftheacademicnetwork behinditsorganization. The9thLatinAmericanHighPerformanceComputingConference(CARLA2022) was, for the first time, a hybrid event, which meant an opportunity for more inclusive andflexibleparticipationofthecommunity.TheconferencewasheldduringSeptember 26–30,2022,andhostedbytheFederalUniversityofRioGrandedoSul(UFRGS). In addition to the conference days, there were seven workshops and eight tutori- als: five fundamental tutorials and three advanced tutorials, all within the framework andscopeoftheCARLAconference.Thewebsite(http:/carla22.org)providesrelevant informationontheseactivities. CARLA2022had138registeredattendeesfrom21countries.Outofthetotalnumber ofattendees,112camefrom10LatinAmericancountriesand26from11othercountries (in Europe, Asia, Africa, and Oceania). The board committee gathered more than 40 colleaguesin13committeesandsevenworkshopcommittees,representingmorethan 30institutionsinLatinAmerica.Theboardcommitteehadover45meetingsduringthe organizingyear.CARLA2022hadthesponsorshipoffourimportanthigh-technology companiesandsixacademicinstitutionsorsocieties. CARLA 2022 had three keynote speakers: Michela Taufer, Daniel S. Katz, and Alba Cervera-Lierta. In addition, each track had one invited speaker: Luigi Carro for the HPC track, Pablo Mininnni for the HPC&AI track, and Nelson Amaral for the HPC&APPtrack.TheHPCtrackhadsixacceptedauthorcontributions,theHPC&AI trackhadfiveacceptedauthorcontributions,andtheHPC&APPtrackhadfiveaccepted authorcontributions.Also,therewereeightacceptedpostercontributions.Theposterby CarlaCardoso,HervéYviquel,GuilhermeValarini,GustavoLeite,MarcioPereira,Alan vi Preface Souza, and Guido Araujo, “An OpenMP-only Linear Algebra Library for Distributed Architectures,”wasselectedfortheBestPosterAward. Additionally, there were four industrial talks given by various sponsors. The con- ference had three panels with 13 international panelists on the themes of was “Latin America HPC”, “HPC Actions in Africa and Latin American”; and “HPC collabora- tionbetweenASIAandLatinAmerica.”Furthermore,thesevenworkshopsfeatured10 invitedspeakersandeighttutorials. This book contains 16 papers selected from 57 submitted manuscripts. All manuscripts were peer-reviewed by at least three members of the Program Commit- tee in a single blind process. The work by Carlos H. S. Barbosa and Alvaro L. G. A. Coutinho,“Multi-GPU3-DReverseTimeMigrationwithMinimumI/O”,wasselected fortheBestPaperAwardofthemaintracks.Itisnoteworthythatsince2018,theimpact ofarticlecitationsintheCARLAconferencevolumeshasvisiblyincreased. November2022 PhilippeNavaux CarlosJ.BarriosH. GeneralChairs CarlaOsthoff GinésGuerrero PublicationChairs AlvaroCoutinho EstebanMocskos Organization GeneralChairs Navaux,Philippe FederalUniversityofRioGrandedoSul,Brazil BarriosH.,CarlosJ. UniversidadIndustrialdeSantander,Colombia ProgramCommitteeChairs Coutinho,Alvaro FederalUniversityofRiodeJaneiro,Brazil Mocskos,Esteban UniversidaddeBuenosAires,Argentina SteeringCommittee BarriosH.,CarlosJ. UniversidadIndustrialdeSantander,Colombia Castro,Harold UniversidaddelosAndes,Colombia DíazT.,GilbertoJ. IndustrialUniversityofSantander,Colombia Gitler,Isidoro CenterforResearchandAdvancedStudiesofthe NationalPolytechnicInstitute,Mexico Navaux,Philippe FederalUniversityofRioGrandedoSul,Brazil NúñezdeV.M.,LuisA. UniversidadIndustrialdeSantander,Colombia Meneses,Esteban NationalHighTechnologyCenter,CostaRica Mocskos,Esteban UniversidaddeBuenosAires,Argentina Nesmachnow,Sergio UniversidaddelaRepública,Uruguay Osthoff,Carla NationalLaboratoryforScientificComputing, Brazil OssaO.,Alvaro UniversityofCostaRica,CostaRica Valero,Mateo BarcelonaSupercomputingCenter,Spain Wolovick,Nicolás UniversidadNacionaldeCórdoba,Argentina ProgramCommittee BarriosH.,CarlosJ. UniversidadIndustrialdeSantander,Colombia Bendersky,Ariel UniversidaddeBuenosAires,Argentina Besseron,Xavier UniversityofLuxembourg,Luxembourg Cadenas,Luis RedCLARA,Chile Camata,Jose FederalUniversityofRioGrandedoSul,Brazil Carastan-Santos,Danilo UniversitéGrenobleAlpes,CNRS,Inria, GrenobleINP,LIG,Saint-Martin-d’Hères, France viii Organization Cardoso,Douglas CentroFederaldeEducaçãoTecnológicaCelso SuckowdaFonseca,Brazil Carrillo,Oscar CITILab,UniversityofLyon,CPELyonINSA Lyon,Inria,France Castro,Márcio FederalUniversityofSantaCatarina,Brazil Castro,Harold UniversidaddelosAndes,Colombia Catabriga,Lucia FederalUniversityofEspíritoSanto,Brazil ChaconA.,ClaudioH. CorporaciónEcuatorianaparaelDesarrollodela InvestigaciónylaAcademia,Ecuador Cordeiro,Daniel UniversityofSãoPaulo,Brazil Coutinho,Alvaro FederalUniversityofRiodeJaneiro,Brazil Díaz,Gilberto UniversidadIndustrialdeSantander,Colombia Drummond,Lucia FederalFluminenseUniversity,Brazil Francesquini,Emilio FederalUniversityofABC,Brazil GarciaHenao,JohnAnderson NucleusAI,Switzerland Gitler,Isidoro CenterforResearchandAdvancedStudiesofthe NationalPolytechnicInstitute,Mexico Goldman,Alfredo UniversityofSãoPaulo,Brazil Gomes,AntônioTadeu LaboratórioNacionaldeComputaçãoCientífica (LNCC),Brazil Grave,Malú FederalUniversityofRiodeJaneiro,Brazil Griebler,Dalvan PontificalCatholicUniversityofRioGrandedo Sul,Brazil Guerrero,Ginés UniversidaddeChile,Chile Hernandez,Benjamin OakRidgeNationalLaboratory,USA Hernandez,Esteban PSLSoftware,Colombia Iturriaga,Santiago UniversidaddelaRepública,Uruguay Jalife,Salma CentroMéxicoDigital,Mexico Künas,CristianoAlex FederalUniversityofRioGrandedoSul,Brazil Lanzarotti,Esteban UniversidaddeBuenosAires,Argentina LeMouël,Frédéric UniversityofLyon,INSALyon,Inria,France LozoyaArandia,Jorge UniversidaddeGuadalajara,CentroUniversitario delSur,ZapotlanelGrande,Mexico Lujan,Emmanuel MassachusettsInstituteofTechnology,USA Martinez-Perez,Francisco UniversidadIndustrialdeSantander,Colombia Mayo-García,Rafael CentrodeInvestigacionesEnergéticas, MedioambientalesyTecnológicas,Spain MelesseVergara,Verónica OakRidgeNationalLaboratory,USA MelloSchnorr,Lucas FederalUniversityofRioGrandedoSul,Brazil Meneses,Esteban CentroNacionaldeAltaTecnología,CostaRica Mocskos,Esteban UniversidaddeBuenosAires,Argentina MonsalveDiaz,JoseM. ArgonneNationalLaboratory,USA Montoya,Javier UniversidaddeCartagena,Colombia Organization ix Moya,Ulises GobiernodeJalisco,México NakaharaJr,Jorge ÉcolePolytechniqueFédéraledeLausanne, Switzerland Navaux,Philippe FederalUniversityofRioGrandedoSul,Brazil Nesmachnow,Sergio UniversidaddelaRepública,Uruguay Ocaña,Kary LaboratórioNacionaldeComputaçãoCientífica, RiodeJaneiro,Brazil OrizagaTrejo,JoseAntonio UniversidaddeGuadalajara,SmartCities ResearchCenter,Mexico Osthoff,Carla NationalLaboratoryforScientificComputing, Brazil Otero,AlejandroD. UniversidadNacionaldeLaPlata,Argentina Padoin,EdsonLuiz UNIJUI,Brazil Pantoja,Maria CalPoly,USA PeceroSanchez,Johnatan UniversityofLuxembourg,Luxembourg Perez,Gervasio UniversidaddeBuenosAires,Argentina Raffin,Bruno Inria,France Rivas,Robinson UniversidadCentraldeVenezuela,Venezuela Rizzi,Silvio ArgonneNationalLaboratory,USA Robles,Lizette UniversidaddeGuadalajara,México Rojas,Elvis UniversidadNacional,CostaRica RomoBucheli,DavidEdmundo UniversidadIndustrialdeSantander,Colombia Sanabria,John UniversidaddelValle,Colombia Serpa,Matheus FederalUniversityofRioGrandedoSul,Brazil Soba,Alejandro UniversidaddeBuenosAires,Argentina Steffenel,LuizAngelo UniversitédeReimsChampagne-Ardenne, LICIISLaboratory,France Stringhini,Denise FederalUniversityofSãoPaulo,Brazil Vasquez,John UniversidadTécnicadeAmbato,Ecuador Wolovick,Nicolás UniversidadNacionaldeCórdoba,Argentina Clua,Esteban UniversidadeFederalFluminense,Brazil AdditionalReviewers Amaris,Marcos FederalUniversityofPará,Brazil Baldassin,Alexandro UniversidadeEstadualPaulista,Brazil Bruel,Pedro HewlettPackardEnterprise,USA ChacónVelasco,JorgeLuis UniversidadIndustrialdeSantander,Colombia Colavecchia,Flavio FundaciónINTECNUS,Argentina Dematties,Dario UniversidaddeBuenosAires,Argentina Lima,Willian FederalUniversityofSergipe,Brazil Manacero,Aleardo UniversityofSãoPaulo,Brazil
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