2000 · 141 citations · 10 references
EngineeringComputer EngineeringComputer ScienceCompilersComputer ArchitectureMessage PassingCache CoherenceCachingData Locality OptimizationMemory HierarchyMemory Hierarchy DesignShared-memory MultiprocessingCache Coherence ProtocolsCache CoherencyCache LocalityCoherence ProtocolsFalse SharingMemory Access LocalityMemory LocalityPrediction
Value locality, a recently discovered program attribute that describes the likelihood of the recurrence of previously-seen program values, has been studied enthusiastically in the recent published literature. Much of the energy has focused on refining the initial efforts at predicting load instruction outcomes, with the balance of the effort examining the value locality of either all register-writing instructions, or a focused subset of them. Surprisingly, there has been very little published characterization of or effort to exploit the value locality of data words stored to memory by computer programs. This paper presents such a characterization, proposes both memory-centric (based on message passing) and producer-centric (based on program structure) prediction mechanisms for stored data values, introduces the concept of silent stores and new definitions of multiprocessor false sharing based on these observations, and suggests new techniques for aligning cache coherence protocols and microarchitectural store handling techniques to exploit the value locality of stores. We find that realistic implementations of these techniques can significantly reduce multiprocessor data bus traffic and are more effective at reducing address bus traffic than the addition of Exclusive state to a MSI coherence protocol. We also show that squashing of silent stores can provide uniprocessor speedups greater than the addition of store-to-load forwarding.
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Exceeding the Dataflow Limit via Value Prediction
1996 · 415 citations
Brad Calder, Peter Feller, Alan Eustace · International Symposium on Microarchitecture · 1997 · 182 citations
Brad Calder, Glenn Reinman, Dean M. Tullsen · 1999 · 180 citations
The detection and elimination of useless misses in multiprocessors
Michel Dubois, Jonas Skeppstedt, Livio Ricciulli et al. · 1993 · 120 citations · Full text