Deft: A Scalable Tree Index for Disaggregated Memory
Jing Wang, Qing Wang, Yuhao Zhang, Jiwu Shu
2025年份
7被引次数
7顶会引用
摘要
Memory disaggregation has become an inexorable trend in data centers and the cloud. By physically separating compute and memory resources into independent pools and connecting them with high-speed networks, memory disaggregation enables high resource utilization and elastic resource scaling. However, traditional tree-based indexes become inefficient on disaggregated memory: (1) large tree nodes can easily saturate network bandwidth due to I/O amplification, yet small tree nodes increase network round trips; (2) expensive concurrency control schemes restrict the scalability.
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