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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
5.934065e-05
Overall Rank
5,950 | 60.01%
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
212 The LRU-K Page Replacement Algorithm For Database Disk Buffering 1993 SIGMOD 0.00024758235
261 Data-Oriented Transaction Execution 2010 VLDB 0.0002286084
314 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.00021276452
437 QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning 2019 VLDB 0.00018310278
593 2Q: A Low Overhead High Performance Buffer Management Replacement Algorithm 1994 VLDB 0.00015829023
833 A Taxonomy and Performance Model of Data Skew Effects in Parallel Joins 1991 VLDB 0.00013577649
904 HOT: A Height Optimized Trie Index for Main-Memory Database Systems 2018 SIGMOD 0.00013170142
955 Selectivity Estimation and Query Optimization in Large Databases with Highly Skewed Distributions of Column Values 1988 VLDB 0.0001286095
1,283 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011205832
1,316 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00011046804
1,366 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00010908555
1,966 Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory 2022 SIGMOD 9.3014925e-05
2,291 In-Memory Performance for Big Data 2015 VLDB 8.6855592e-05
2,351 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.5944808e-05
3,029 Autoscaling Tiered Cloud Storage in Anna 2019 VLDB 7.7341355e-05
3,136 Rethinking Data Management Systems for Disaggregated Data Centers 2020 CIDR 7.605704e-05
3,827 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.9972263e-05
3,941 DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory 2022 VLDB 6.9106858e-05
4,389 Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA 2023 SIGMOD 6.6202227e-05
5,296 Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT 2022 SIGMOD 6.1888137e-05
7,157 Adaptive Hybrid Indexes 2022 SIGMOD 5.595284e-05
7,905 Write-Aware Timestamp Tracking: Effective and Efficient Page Replacement for Modern Hardware 2023 VLDB 5.4277185e-05
8,649 OptiQL: Robust Optimistic Locking for Memory-Optimized Indexes 2023 SIGMOD 5.2932376e-05
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