Algorithms and Architectures for Parallel Processing: 22nd International Conference, ICA3PP 2022, Copenhagen, Denmark, October 10–12, 2022, Proceedings PDF
Preview Algorithms and Architectures for Parallel Processing: 22nd International Conference, ICA3PP 2022, Copenhagen, Denmark, October 10–12, 2022, Proceedings
Weizhi Meng Rongxing Lu Geyong Min Jaideep Vaidya (Eds.) 7 7 7 3 1 Algorithms and Architectures S C for Parallel Processing N L 22nd International Conference, ICA3PP 2022 Copenhagen, Denmark, October 10–12, 2022 Proceedings Lecture Notes in Computer Science 13777 FoundingEditors GerhardGoos KarlsruheInstituteofTechnology,Karlsruhe,Germany JurisHartmanis CornellUniversity,Ithaca,NY,USA EditorialBoardMembers ElisaBertino PurdueUniversity,WestLafayette,IN,USA WenGao PekingUniversity,Beijing,China BernhardSteffen TUDortmundUniversity,Dortmund,Germany MotiYung ColumbiaUniversity,NewYork,NY,USA Moreinformationaboutthisseriesathttps://link.springer.com/bookseries/558 · · · Weizhi Meng Rongxing Lu Geyong Min Jaideep Vaidya (Eds.) Algorithms and Architectures for Parallel Processing 22nd International Conference, ICA3PP 2022 Copenhagen, Denmark, October 10–12, 2022 Proceedings Editors WeizhiMeng RongxingLu TechnicalUniversityofDenmark UniversityofNewBrunswick KongensLyngby,Denmark Fredericton,NB,Canada GeyongMin JaideepVaidya UniversityofExeter RutgersUniversity Exeter,UK Newark,NJ,USA ISSN 0302-9743 ISSN 1611-3349 (electronic) LectureNotesinComputerScience ISBN 978-3-031-22676-2 ISBN 978-3-031-22677-9 (eBook) https://doi.org/10.1007/978-3-031-22677-9 ©SpringerNatureSwitzerlandAG2023 Chapters “CP3: Hierarchical Cross-Platform Power/Performance Prediction Using a Transfer Learning Approach” and “AOA: Adaptive Overclocking Algorithm on CPU-GPU Heterogeneous Platforms” are licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativec ommons.org/licenses/by/4.0/).Forfurtherdetailsseelicenseinformationinthechapters. 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 The 22nd International Conference on Algorithms and Architectures for Parallel Pro- cessing (ICA3PP 2022) was held during October 10–12, 2022, and organized by the Technical University of Denmark. Due to the COVID-19 situation, it was held fully online. ICA3PP 2022 was the 22nd in this series of conferences, which started in 1995, devotedtoalgorithmsandarchitecturesforparallelprocessingandcomputing.ICA3PP is now one of the most well-known international events that covers the many dimen- sions of parallel algorithms and architectures, encompassing fundamental theoretical approaches,practicalexperimentalprojects,andcommercialcomponentsandsystems. Withtheemergingdemandsofcomputingsystemsandapplications,thepowerofcom- puting systems has been remained a challenge. In recent years, various computing solutionssuchasparallelcomputingalgorithmsandarchitectureshavebeenproposed. ICA3PP aims to bring together international academics and practitioners to exchange ideasandpresentresearchonimprovingtheefficiency,performance,reliability,security, andinteroperabilityofcomputingsystemsandapplications. Thisyear,ICA3PPreceived91validsubmissions,andeachsubmissionwasreviewed byatleastthreereviewersinasingleblindprocess.Basedontheirsignificance,novelty, technicalquality,presentation,andpracticalimpact,33fullpaperswereacceptedalong with10shortpapers,givinganacceptancerateof36.3%.Inadditiontothepaperpre- sentations,theprogramoftheconferenceincludedfivekeynotespeechesfromesteemed scholarsinthearea: 1) Schahram Dustdar from TU Wien (Austria) with a talk on “Edge Intelligence - A ResearchRoadmap”, 2) Zheng Yan from Xidian University (China) with a talk on “Trust, Security and Privacyof5GPositioning”, 3) Muttukrishnan Rajarajan from City, University of London (UK) with a talk on “Futureofdigitalidentitymanagementindecentralisedanddistributedsettings”, 4) Ding Wang from Nankai University (China) with a talk on “How to Attack and GenerateHoneywords”,and 5) Song Guo from The Hong Kong Polytechnic University (China) with a talk on “Neural-enhancedEdgePerceptionSystems”. ForthesuccessofICA3PP2022,wewouldliketotakethisopportunitytoexpressour sinceregratitudetotheProgramCommitteemembersandreviewersfortheirdedicated andprofessionalservice.Wewerehonoredtohavesomanyrenownedscholarsbepart vi Preface ofthisconference.Finally,wewouldliketothankallspeakers,authors,andparticipants fortheirgreatcontributionandsupport. October2022 WeizhiMeng RongxingLu GeyongMin JaideepVaidya Organization GeneralCo-chairs LaurenceT.Yang HainanUniversity,China/St.FrancisXavier University,Canada WeijiaJia BeijingNormalUniversityandUIC,China VincenzoPiuri UniversitadegliStudidiMilano,Italy ProgramChairs WeizhiMeng TechnicalUniversityofDenmark,Denmark RongxingLu UniversityofNewBrunswick,Canada GeyongMin UniversityofExeter,UK JaideepVaidya RutgersUniversity,USA PublicityChairs TianWang BeijingNormalUniversityandUIC,China AnielloCastiglione UniversityofNaplesParthenope,Italy ChengHuang UniversityofWaterloo,Canada HuaweiHuang SunYat-senUniversity,China PublicationChair WenjuanLi TheHongKongPolytechnicUniversity,China SteeringCommittee YangXiang(Chair) SwinburneUniversityofTechnology,Australia WeijiaJia BeijingNormalUniversityandUIC,China YiPan GeorgiaStateUniversity,USA LaurenceT.Yang HainanUniversity,China/St.FrancisXavier University,Canada WanleiZhou CityUniversityofMacau,China viii Organization ProgramCommittee DanielAndresen KansasStateUniversity,USA DaniloArdagna PolitecnicodiMilano,Italy SilvioBarra UniversityofNaples,Italy SiegfriedBenkner UniversityofVienna,Austria LadjelBellatreche LIAS,ISAE-ENSMA,France PhilipBrown UniversityofColoradoSprings,USA GeorgeBosilca UniversityofTennessee,USA AlfredoCuzzocrea UniversityofCalabria,Italy ChaoChen JamesCookUniversity,Australia MassimoCafaro UniversityofSalento,Italy CarmenDeMaio UniversitadegliStudidiSalerno,Italy ZipeiFan TheUniversityofTokyo,Japan MarcFrincu NottinghamTrentUniversity,UK JingGong UppsalaUniversity,Sweden ChunpengGe NanjingUniversityofAeronauticsand Astronautics,China ZonghuaGu UMU,Sweden ZhitaoGuan NorthChinaElectricPowerUniversity,China JinguangHan SoutheastUniversity,China RunchaoHan MonashUniversityandCSIRO’sData61, Australia QiongHuang SouthChinaAgriculturalUniversity,China XinyiHuang FujianNormalUniversity,China HoucineHassan UniversitatPolitecnicadeValencia,Spain PeterKropf UniversityofNeuchatel,Switzerland IoannaKantzavelou UniversityofWestAttica,Greece FagenLi UniversityofElectronicScienceandTechnology ofChina,China WenjuanLi HongKongPolytechnicUniversity,China ZhiqiangLi A10Networks,USA XueqinLiang XidianUniversity,China JingqiangLin UniversityofScienceandTechnologyofChina, China LaurentLefevre Inria,France PaulLu UniversityofAlberta,Canada FrancescoPalmieri UniversityofSalerno,Italy RaduProdan UniversityofKlagenfurt,Austria AntonioRuiz-Martinez UniversityofMurcia,Spain SokolKosta AalborgUniversity,Denmark SusumuMatsumae SagaUniversity,Japan WeizhiMeng TechnicalUniversityofDenmark,Denmark Organization ix VincenzoMoscato UniversityofNaples,Italy WeitianTong GeorgiaSouthernUniversity,USA IvanRodero RutgersUniversity,USA VladimirVoevodin LomonosovMoscowStateUniversity,Russia YongYu ShaanxiNormalUniversity,China WeiWang BeijingJiaotongUniversity,China YunlingWang Xi’anUniversityofPostsand Telecommunications,China TianWang BeijingNormalUniversityandUIC,China RomanWyrzykowski CzestochowaUniversityofTechnology,Poland QianhongWu BeihangUniversity,China JunShao ZhejiangGongshangUniversity,China JordanSamhi UniversityofLuxembourg,Luxembourg AliShoker KAUST,SaudiArabia TianzeSun UniversityofTorontoScarborough,Canada MassimoTorquati UniversityofPisa,Italy ZheXia WuhanUniversityofTechnology,China ShigengZhang CentralSouthUniversity,China FangguoZhang SunYat-senUniversity,China MingwuZhang HubeiUniversityofTechnology,China JunlongZhou NanjingUniversityofScienceandTechnology, China Subreviewers SamiraAfzal WanrongGu HuaShen AlexanderAntonov BrunoGuindani VadimVoevodin AtakanAral HamidHadian MuhammadWaleed EnesBajrovic DongHuang JinfengWang ChaoChen LifengHuang KunWang HaotianChen HuangJianye MinmeiWang JianxiChen VladislavKashansky TianWang JianzhangChen JianchangLai YangWang NestorasChouliaras LiyingLi YuzhuWang BrandonCollins TaousMadi BohangWei YangguangCui NargesMehran YangYang MieszkoFerens AndreyNagiyev LuYin JoãoNunoFerreiraAlves DmitryNikitenko LiangYun FedericaFilippini VassilisPapaspirou PinggeZhang AndreuFornos MartinSandrieser XiaotongZhou QiyuanGao HamtaSedghani KonstantinZhukov LuisGarcia AhmadSheikh RuozhouZuo
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