High Performance Computing: 9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26–30, 2022, Revised Selected Papers

246 Pages·2022·18.182 MB·English

by  Philippe Navaux, Carlos J. Barrios H., Carla Osthoff, Ginés Guerrero

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
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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