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A Multi-tenant Relational OLTP Database at Salesforce

Summary: SalesforceDB: an LSM-based multi-tenant relational OLTP system tackling read-heavy mixed workloads (single-record probes + short range scans) where standard LSM read optimizations are insufficient. Adds a location cache, range filters, and early tombstone pruning; all three deployed and validated on production workloads. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
588
Venue
CIDR
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,134 | 30.48%
DOI
-

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Authors

BibTeX Citation

@inproceedings{arora_cidr26,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '26},
        title = {{A Multi-tenant Relational OLTP Database at Salesforce}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Arora, Vaibhav and Chatterjee, Subho and Chong, Terry and Fanghaenel, Thomas and Helland, Pat and Martin, Jamie and Mittal, Kaushal and Wyatt, Nat},
        year = {2026}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 cited papers.

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

Rank Cited Paper Year Venue Pagerank
208 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024968157
446 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00018332392
831 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00013748512
857 SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data 2017 VLDB 0.00013568886
880 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013432693
1,015 AsterixDB: A Scalable, Open Source BDMS 2014 VLDB 0.00012647763
1,126 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00012078607
1,213 MyRocks: LSM-Tree Database Storage Engine Serving Facebook's Social Graph 2020 VLDB 0.00011646797
1,502 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 0.00010557694
1,954 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 9.4208165e-05
2,698 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 8.2450522e-05
2,755 Lethe: A Tunable Delete-Aware LSM Engine 2020 SIGMOD 8.163097e-05
2,779 The Design of the Force.com Multitenant Internet Application Development Platform 2009 SIGMOD 8.1297335e-05
2,918 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9649716e-05
2,919 SNARF: A Learning-Enhanced Range Filter 2022 VLDB 7.9628657e-05
3,054 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 7.8090808e-05
4,119 Proteus: A Self-Designing Range Filter 2022 SIGMOD 6.8907395e-05
4,664 GRF: A Global Range Filter for LSM-Trees with Shape Encoding 2024 SIGMOD 6.5787544e-05
4,841 Grafite: Taming Adversarial Queries with Optimal Range Filters 2024 SIGMOD 6.4831558e-05
5,012 A Comparative Study of Secondary Indexing Techniques in LSM-based NoSQL Databases 2018 SIGMOD 6.4015289e-05
5,261 Oasis: An Optimal Disjoint Segmented Learned Range Filter 2024 VLDB 6.2955539e-05
6,416 Memento Filter: A Fast, Dynamic, and Robust Range Filter 2024 SIGMOD 5.8829474e-05
7,459 Efficient Data Ingestion and Query Processing for LSM-Based Storage Systems 2019 VLDB 5.6119467e-05
7,799 Immutability Changes Everything 2015 CIDR 5.5422502e-05
8,308 Diva: Dynamic Range Filter for Var-Length Keys and Queries 2025 VLDB 5.4562543e-05
9,535 Disco: A Compact Index for LSM-trees 2025 SIGMOD 5.2533796e-05
9,970 NEXT: A New Secondary Index Framework for LSM-based Data Storage 2025 SIGMOD 5.1845938e-05
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