Deft: A Scalable Tree Index for Disaggregated Memory
Jing Wang, Qing Wang, Yuhao Zhang, Jiwu Shu
2025Year
7Citations
7Top-tier citations
Abstract
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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Cited by top-tier papers7
- SIDLE: Tree-structure Aware Indexes for CXL-based Heterogeneous MemoryHaoru Zhao, Mingkai Dong, Fangnuo Wu, Haibo ChenVLDB 2026 · 1 citation
- PlanB: Efficient Software IPv6 Lookup with Linearized B+-TreeZhihao Zhang, Lanzheng Liu, Chen Chen, Huiba Li et al.NSDI 2026 · 1 citation
- Arctic: A Practical Lock-Free Adaptive Radix TreeNewton Ni, Nicolas Garza, Jenny Stinehour, Michael Goppert et al.OSDI 2026
- Shard: A Scalable and Resize-optimized Hash Index on Disaggregated MemoryHantian Zha, Teng Ma, Baotong Lu, Yuansen Wang et al.VLDB 2026
- DART: A Lock-free Two-layer Hashed ART Index for Disaggregated MemoryBowen Zhang, Shengan Zheng, Shi Shu, Jingxiang Li et al.SIGMOD 2026
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