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Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory

Summary: Sherman: write-optimized distributed B+Tree for disaggregated memory. RDMA in-order command coalescing, NIC-on-chip hierarchical locks, and two-level versioning reduce write amplification; yields dramatic throughput and tail-latency gains. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h43d6a1a010d81d11
Venue
SIGMOD
Year
2022
Pagerank
9.2725837e-05
Overall Rank
1,974 | 86.77%
DOI
10.1145/3514221.3517824

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{wang_sigmod22,
        title = {{Sherman: A Write-Optimized Distributed B+Tree Index on Disaggregated Memory}},
        author = {Wang, Qing and Lu, Youyou and Shu, Jiwu},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3517824},
        url = {https://dl.acm.org/doi/10.1145/3514221.3517824},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
3,952 DINOMO: An Elastic, Scalable, High-Performance Key-Value Store for Disaggregated Persistent Memory 2022 VLDB 6.8878348e-05
4,044 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.820171e-05
4,412 Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA 2023 SIGMOD 6.5988566e-05
5,965 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 5.9144433e-05
6,288 Is Scalable OLTP in the Cloud a Solved Problem? Analyzing Data Access for Distributed OLTP Architectures 2023 CIDR 5.8063583e-05
6,500 Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index 2024 VLDB 5.7478171e-05
7,044 SepHash: A Write-Optimized Hash Index On Disaggregated Memory via Separate Segment Structure 2024 VLDB 5.5978251e-05
7,098 Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases 2024 SIGMOD 5.5847531e-05
7,590 Scalable Distributed Inverted List Indexes in Disaggregated Memory 2024 SIGMOD 5.4737949e-05
7,965 Unlocking the Potential of CXL for Disaggregated Memory in Cloud-Native Databases 2025 SIGMOD 5.4007864e-05
8,437 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.315377e-05
8,775 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 5.2678044e-05
9,585 B-Trees Are Back: Engineering Fast and Pageable Node Layouts 2025 SIGMOD 5.1406489e-05
9,765 Outback: Fast and Communication-efficient Index for Key-Value Store on Disaggregated Memory 2025 VLDB 5.115551e-05
9,832 Declarative Memory Services 2026 CIDR 5.1064323e-05
10,293 From Scale-Up to Scale-Out: PolarDB’s Journey to Achieving 2 Billion tpmC 2025 VLDB 5.031399e-05
10,563 O3-LSM: Maximizing Disaggregated LSM Write Performance via Three-Layer Offloading 2026 SIGMOD 4.9605343e-05
10,701 DART: A Lock-free Two-layer Hashed ART Index for Disaggregated Memory 2026 SIGMOD 4.9605343e-05
10,798 SIDLE: Tree-structure Aware Indexes for CXL-based Heterogeneous Memory 2026 VLDB 4.9605343e-05
10,815 CIDER: Boosting Memory-Disaggregated Key-Value Stores with Pessimistic Synchronization 2026 VLDB 4.9605343e-05
10,855 Efficient, Scalable, and Fair Locking on Disaggregated Memory with Decentralized Coordination 2026 VLDB 4.9605343e-05
11,019 Narwhal: Breaking the Local Boundary via Disaggregated Memory Scheduling for Alibaba AnalyticDB 2026 VLDB 4.9605343e-05
11,122 SHARD: A Scalable and Resize-optimized Hash Index on Disaggregated Memory 2026 VLDB 4.9605343e-05
11,361 Cache Coherence Over Disaggregated Memory 2025 VLDB 4.9605343e-05
11,610 Breathing New Life into An Old Tree: Resolving Logging Dilemma of B+-tree on Modern Computational Storage Drives 2024 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank Cited Paper Year Venue Pagerank
447 Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores 2015 VLDB 0.00018126139
475 Concurrent Operations on B-Trees with Overtaking 1985 PODS 0.00017634372
671 Rethinking Database Algorithms for Phase Change Memory 2011 CIDR 0.00014912266
885 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013222753
928 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00013012601
1,315 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.00011047549
1,349 The End of a Myth: Distributed Transactions Can Scale 2017 VLDB 0.00010940559
1,370 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00010875068
2,039 Efficient Distributed Memory Management with RDMA and Caching 2018 VLDB 9.1328154e-05
2,352 Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs 2020 VLDB 8.5790132e-05
2,654 Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation 2021 VLDB 8.1466759e-05
2,806 Distributed Join Algorithms on Thousands of Cores 2017 VLDB 7.9657254e-05
3,173 Rethinking Database High Availability with RDMA Networks 2019 VLDB 7.5552708e-05
3,240 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 7.482039e-05
3,616 DFI: The Data Flow Interface for High-Speed Networks 2021 SIGMOD 7.1381983e-05
3,686 Fast General Distributed Transactions with Opacity 2019 SIGMOD 7.0805751e-05
5,337 Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks 2020 SIGMOD 6.1613626e-05
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