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Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases

Summary: FlexEngine makes LSM-tree storage practical for multi-tenant serverless cloud DBs by balancing tenant SLAs against aggressive storage-bandwidth oversubscription. Key ideas: two-level I/O admission control plus two-stage compaction deferral on RocksDB, boosting cost-efficiency without sacrificing consistency. (summarized by gpt-5-mini on Apr 11 2026)

Paper ID
7493
Venue
SIGMOD
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,182 | 29.17%
DOI
10.1145/3786667

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Showing 21 of 21 cited papers.

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

Rank Cited Paper Year Venue Pagerank
156 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00040504295
609 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.0001923446
918 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.00015350181
1,169 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013536447
2,109 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 9.5318694e-05
2,358 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 8.9617346e-05
2,375 Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless 2022 VLDB 8.9452359e-05
2,606 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 8.4645832e-05
2,798 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 8.1080111e-05
3,544 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 6.9898874e-05
3,965 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 6.5820028e-05
4,662 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 6.013415e-05
5,308 Key-Value Storage Engines 2020 SIGMOD 5.576303e-05
5,701 Resource Management in Aurora Serverless 2024 VLDB 5.3647775e-05
5,791 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 5.3268999e-05
5,918 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 5.2737135e-05
6,062 Flexible Resource Allocation for Relational Database-as-a-Service 2023 VLDB 5.2302798e-05
6,113 Compactionary: A Dictionary for LSM Compactions 2022 SIGMOD 5.20426e-05
6,699 Tenant Placement in Over-subscribed Database-as-a-Service Clusters 2022 VLDB 4.9566258e-05
7,296 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 4.7723197e-05
7,543 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 4.715241e-05
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