2019
Exploiting Flow Graph of System of ODEs to Accelerate the Simulation of Biologically-Detailed Neural Networks
Magalhães B, Hines M, Sterling T, Schürmann F. Exploiting Flow Graph of System of ODEs to Accelerate the Simulation of Biologically-Detailed Neural Networks. 2019, 00: 176-187. DOI: 10.1109/ipdps.2019.00028.Peer-Reviewed Original ResearchCompute nodesScientific use casesHPX runtime systemParalleX execution modelSingle compute nodeLarge-scale benchmarksGranularity of parallelismCompute architecturesRuntime systemAsynchronous executionExecution modelUse casesData implementationParallel simulatorNeural networkScientific applicationsFlow graphDifferent architecturesStrong scalingCore requirementsConcurrent outputArchitectureFlow dependencyParallelismLarge systems
2016
Leveraging a Cluster-Booster Architecture for Brain-Scale Simulations
Kumbhar P, Hines M, Ovcharenko A, Mallon D, King J, Sainz F, Schürmann F, Delalondre F. Leveraging a Cluster-Booster Architecture for Brain-Scale Simulations. Lecture Notes In Computer Science 2016, 9697: 363-380. DOI: 10.1007/978-3-319-41321-1_19.Peer-Reviewed Original ResearchCluster-Booster architectureComplex scientific workflowsBrain-scale simulationsIntel MIC platformIntel Xeon Phi coprocessorXeon Phi coprocessorType of architectureSupercomputing architecturesScalable partScientific workflowsIntel MICStampede supercomputerCompute EngineCompute kernelsMIC platformData structureDevelopment workflowImplementation detailsScientific applicationsArchitecture performanceCore simulatorArchitectureEntry platformDeep platformPlatform
2001
NEOSIM: Portable large-scale plug and play modelling
Goddard N, Hood G, Howell F, Hines M, De Schutter E. NEOSIM: Portable large-scale plug and play modelling. Neurocomputing 2001, 38: 1657-1661. DOI: 10.1016/s0925-2312(01)00528-8.Peer-Reviewed Original ResearchSet of interfacesData analysis moduleParallel simulation toolsNew simulation frameworkAdditional modelling effortSimulation frameworkAnalysis moduleSimulation moduleLarge-scale plugSimulation toolManageable levelModuleFrameworkLarge scaleComputerArchitectureNEOSIMModelling effortsVisualisationDetailed modelSetPlugInterfaceProtocolTool