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DEX: Scalable Range Indexing on Disaggregated Memory

Summary: DEX is a scalable B+-tree for disaggregated memory, combining logical partitioning, lightweight caching, and cost-aware offloading to mitigate remote-access and consistency costs. It outperforms prior approaches by 1.7–56.3× across cache sizes and workload skew. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h44a7a2dc0d4723a9
Venue
VLDB
Year
2024
Pagerank
5.9144433e-05
Overall Rank
5,965 | 60.02%
DOI
10.14778/3675034.3675050
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{lu_vldb24,
        title = {{DEX: Scalable Range Indexing on Disaggregated Memory}},
        author = {Lu, Baotong and Huang, Kaisong and Liang, Chieh-Jan Mike and Wang, Tianzheng and Lo, Eric},
        journal = {PVLDB},
        series = {{VLDB} '24},
        volume = {17},
        number = {10},
        pages = {2603--2616},
        doi = {10.14778/3675034.3675050},
        url = {https://doi.org/10.14778/3675034.3675050},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 23 of 23 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
207 The LRU-K Page Replacement Algorithm For Database Disk Buffering 1993 SIGMOD 0.00024963419
262 Data-Oriented Transaction Execution 2010 VLDB 0.00022832269
309 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.0002143249
411 QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning 2019 VLDB 0.0001874043
572 2Q: A Low Overhead High Performance Buffer Management Replacement Algorithm 1994 VLDB 0.00016154673
836 A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins 1991 VLDB 0.00013534835
906 HOT: A Height Optimized Trie Index for Main-Memory Database Systems 2018 SIGMOD 0.00013129817
960 Selectivity Estimation and Query Optimization in Large Databases with Highly Skewed Distributions of Column Values 1988 VLDB 0.00012825107
1,288 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011172386
1,328 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00011013165
1,370 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00010875068
1,974 Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory 2022 SIGMOD 9.2725837e-05
2,303 In-Memory Performance for Big Data 2015 VLDB 8.6602545e-05
2,352 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.5790132e-05
3,037 Autoscaling Tiered Cloud Storage in Anna 2019 VLDB 7.7086155e-05
3,146 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.5819173e-05
3,816 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.9852219e-05
3,952 DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory 2022 VLDB 6.8878348e-05
4,412 Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA 2023 SIGMOD 6.5988566e-05
5,312 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 6.1696365e-05
7,180 Adaptive Hybrid Indexes 2022 SIGMOD 5.5767825e-05
7,913 Write-Aware Timestamp Tracking: Effective and Efficient Page Replacement for Modern Hardware 2023 VLDB 5.4120001e-05
8,668 OptiQL: Robust Optimistic Locking for Memory-Optimized Indexes 2023 SIGMOD 5.2757349e-05
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