CSCprovidesmodeling, computing, andinformation servicesforuniversities, researchinstitutions, andindustrialcompanies. SteeringCommittee PetterBjorstad UniversityofBergen(Norway) JackDongarra UniversityofTennesseeand OakRidgeNationalLaboratory(USA) Bj¨ornEngquist PDC, RoyalInstituteofTechnology(Sweden) KristjanJonasson UniversityofIceland(Iceland) BoK?agstr¨om Ume?aUniversityandHPC2N(Sweden) RistoNieminen HelsinkiUniversityofTechnology(Finland) KarsteinS¨orli SINTEF, DeptofIndustrial Mathematics(Norway) KariLaasonen UniversityofOulu(Finland) JerzyWa´sniewski DanishComputingCentreforResearchand Education(UNI•C)(Denmark) LocalOrganizingCommittee JariJ¨arvinen CSC, chairman LauriKettunen TampereUniversityofTechnology KariLaasonen UniversityofOulu RistoNieminen HelsinkiUniversityofTechnology TapaniPakkanen UniversityofJoensuu JussiRahola NokiaResearchCenter HenryTirri UniversityofHelsinki KatriLuostarinen CSC AilaKinnunen CSC KaijaSan´ez CSC VesaSavolainen CSC VIII Organization Sponsors Mainsponsor: IBM Othersponsors:NokiaCorporation AcademyofFinland CityofEspoo WM-dataLtd. SAS Springer-Verlag TableofContents IKeynoteLectures EnablingNumericalandSoftwareTechnologiesforStudyingthe ElectricalActivityinHumanHeart . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 XingCai, GlennTerjeLines ParallelPatient-Speci?cComputationalHaemodynamics. . . . . . . . . . . . . . . . 18 J. Cebral, R. L¨ohner, P. L. Choyke, P. J. Yim HighPerformanceComputing, ComputationalGrid, andNumerical Libraries. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35 JackDongarra GridComputing:EnablingaVisionforCollaborativeResearch . . . . . . . . . . 37 GregorvonLaszewski HPC-WhatMighttheFutureHold? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53 JamshedMirza Multi-physicsandMulti-scaleModellingofMaterialsProcessing . . . . . . . . . 55 R. M. Nieminen Co-arrayFortranforFullandSparseMatrices. . . . . . . . . . . . . . . . . . . . . . . . . 61 JohnReid MeasuringtheLocalGeometryofValleysinComplexEnergy LandscapesbyExhaustiveExploration:TheLidMethod. . . . . . . . . . . . . . . . 62 P. Sibani, J. C. Sch¨on AnOverviewofanArchitechtureProposalforaHighEnergy PhysicsGrid . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 76 A. W¨a¨an¨anen, M. Ellert, A. Konstantinov, B. K´onya, O. Smirnova IIDataminingandKnowledgeDiscovery ADataMiningArchitectureforClusteredEnvironments. . . . . . . . . . . . . . . . 89 MafruzZamanAshra?,DavidTaniar, KateA. Smith AutomatedFittingandRationalModelingAlgorithmforEM-Based S-ParameterData. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99 TomDhaene X TableofContents AProposalofHighPerformanceDataMiningSystem . . . . . . . . . . . . . . . . . . 106 ZhenLiu, MinyiGuo AQuasi-ParallelRealizationoftheInvestmentFrontierin ComputerResourceAllocationUsingSimpleGeneticAlgorithm onaSingleComputer . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116 KwokYipSzeto, RuiJiang ParallelisminKnowledgeDiscoveryTechniques. . . . . . . . . . . . . . . . . . . . . . . . 127 DomenicoTalia IIIParallelProgramDevelopment ANewApproachtoParallelDebuggerArchitecture . . . . . . . . . . . . . . . . . . . . 139 SusanneM. Balle, BevinR. Brett, Chih-PingChen, DavidLaFrance-Linden ALCOR-AnAlgorithmicConceptRecognitionTooltoSupportHigh LevelParallelProgramDevelopment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 150 BeniaminoDiMartino MPIT-Communication/ComputationParadigmforNetworksofSMP Workstations. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 160 PenttiHuttunen, JouniIkonen, JariPorras CodeOptimizationTechniquesofData-IntensiveTasksontoStatically ScheduledArchitectures:OptimalPerformanceontheTigerSharc. . . . . . . . 172 NorbertA. Pilz, KennethAdamson IVPracticalExperiencesinParallelComputing PIT:ALibraryfortheParallelizationofIrregularProblems. . . . . . . . . . . . . 185 FabrizioBaiardi, PaoloMori, LauraRicci ParallelInformationRetrievalwithQuery Expansion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 195 YoojinChung ReducingCommunicationCostforParallelizingIrregular Scienti?cCodes. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 203 MinyiGuo, ZhenLiu, ChengfeiLiu, LiLi ImplementationofParallelCollectionEqui-JoinUsingMPI . . . . . . . . . . . . . 217 NungKionLee, DavidTaniar, J. WennyRahayu, MafruzZamanAshra? TableofContents XI | Applied Parallel Computing by Juha Fagerholm, Paperback | Indigo Chapters