Publication | Open Access
Efficient metadata management for irregular data prefetching
47
Citations
33
References
2019
Year
Unknown Venue
Cluster ComputingEngineeringIn-memory DatabaseComputer ArchitectureHardware SecurityData ScienceHigh-performance ArchitectureManagementData IntegrationIrregular Stream BufferParallel ComputingData ManagementTemporal PrefetchersComputer EngineeringCachingIrregular DataBuffer ManagementComputer ScienceData-intensive ComputingMemory ArchitectureTemporal PrefetcherParallel ProgrammingDistributed Data StoreSystem Software
Temporal prefetchers have the potential to prefetch arbitrary memory access patterns, but they require large amounts of metadata that must typically be stored in DRAM. In 2013, the Irregular Stream Buffer (ISB), showed how this metadata could be cached on chip and managed implicitly by synchronizing its contents with that of the TLB. This paper reveals the inefficiency of that approach and presents a new metadata management scheme that uses a simple metadata prefetcher to feed the metadata cache. The result is the Managed ISB (MISB), a temporal prefetcher that significantly advances the state-of-the-art in terms of both traffic overhead and IPC.
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