IEEE Computer Architecture Letters · 2002 · 28 citations · 10 references
ComputingComputer EngineeringComputer ScienceComputer ArchitectureParallel AlgorithmsParallel ComputingCommunication OverheadData LocalityData Locality OptimizationData Movement OptimizationMulticore Processor DesignMultiprocessor SystemsChip MultiprocessingMemory LocalityMemory Locality OptimizationOn-chip CommunicationParallel MigrationPerformance Optimization During MigrationSpatial LocalityThread Migration
Global communication costs in future single-chipmultiprocessors will increase linearly with distance. In this paper,we revisit the issues of locality and load balance in order totake advantage of these new costs. We present a technique whichsimultaneously migrates data and threads based on vectors specifyinglocality and resource usage. This technique improves performanceon applications with distinguishable locality and imbalancedresource usage. 64% of the ideal reduction in execution timewas achieved on an application with these traits while no improvementwas obtained on a balanced application with little locality.
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Operating system support for improving data locality on CC-NUMA compute servers
Ben Verghese, Scott Devine, Anoop Gupta et al. · 1996 · 278 citations