Deft: A Scalable Tree Index for Disaggregated Memory

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.

Authors

Institutions

Publication Details

Published
2025-03-26
DOI
https://doi.org/10.1145/3689031.3696062
Citations
2
Primary Topic
Advanced Data Storage Technologies
Type
article
Field-Weighted Citation Impact
2.97
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Deft: A Scalable Tree Index for Disaggregated Memory

Yuhao Zhang, Jing Wang, Qing Wang, Jiwu Shu
2 citations
Advanced Data Storage Technologies
2.97
article

Deft: A Scalable Tree Index for Disaggregated Memory

Yuhao Zhang, Jing Wang, Qing Wang, Jiwu Shu
article en
2 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.

Tsinghua University (CN)
Reduced inequalities
Openalex Percentile: Top 10%
Advanced Data Storage Technologies
2.97
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.