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MANTA: Machine Learning Augmented Tiering Advisor

Freischuetz, Johannes et al.
arXiv (All) · Papers
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and-cluster-computingdistributedoperating-systemsparallel
Memory tiering has been used to expand memory capacity, particularly in datacenters, by combining fast DRAM with slower tiers, including CXL-attached memory. Its effectiveness depends on keeping useful pages in the fast tier, but existing heuristic policies can lag behind changing hot sets in phased
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