DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory

We present Dinomo, a novel key-value store for disaggregated persistent memory (DPM). Dinomo is the first key-value store for DPM that simultaneously achieves high common-case performance, scalability, and lightweight online reconfiguration. We observe that previously proposed key-value stores for D...

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Veröffentlicht in:Proceedings of the VLDB Endowment 2022-09, Vol.15 (13), p.4023-4037
Hauptverfasser: Lee, Sekwon, Ponnapalli, Soujanya, Singhal, Sharad, Aguilera, Marcos K., Keeton, Kimberly, Chidambaram, Vijay
Format: Artikel
Sprache:eng
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Zusammenfassung:We present Dinomo, a novel key-value store for disaggregated persistent memory (DPM). Dinomo is the first key-value store for DPM that simultaneously achieves high common-case performance, scalability, and lightweight online reconfiguration. We observe that previously proposed key-value stores for DPM had architectural limitations that prevent them from achieving all three goals simultaneously. Dinomo uses a novel combination of techniques such as ownership partitioning, disaggregated adaptive caching, selective replication, and lock-free and log-free indexing to achieve these goals. Compared to a state-of-the-art DPM key-value store, Dinomo achieves at least 3.8X better throughput at scale on various workloads and higher scalability, while providing fast reconfiguration.
ISSN:2150-8097
2150-8097
DOI:10.14778/3565838.3565854