Hamish Nicholson | HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics | #22
Feb 13, 2023•51 min•Season 4Ep. 2
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Episode description
Summary:
In this episode, Hamish Nicholson tells us about HetCache, a storage engine for analytical workloads that optimizes the data access paths and tunes data placement by co-optimizing for the combinations of different memories, compute devices, and queries. Specifically, we present how the increasingly complex storage hierarchy impacts analytical query processing in GPU-NVMe-accelerated servers. HetCache accelerates analytics on CPU-GPU servers for larger-than-memory datasets through proportional and access-path-aware data placement. Tune in to hear more!
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