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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
7494
Venue
SIGMOD
Year
2026
Pagerank
4.1905499e-05
Overall Rank
10,182 | 29.24%
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 0.00040580118
608 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019233548
914 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.00015370799
1,169 SuRF: Practical Range Query Filtering with Fast Succinct Tries 2018 SIGMOD 0.00013530267
2,112 The Log-Structured Merge-Bush & the Wacky Continuum 2019 SIGMOD 9.5244583e-05
2,337 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 9.0092781e-05
2,376 Moneyball: Proactive Auto-Scaling in Microsoft Azure SQL Database Serverless 2022 VLDB 8.9367999e-05
2,606 Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn 2019 CIDR 8.4621503e-05
2,797 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 8.1116755e-05
3,545 Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores 2020 SIGMOD 6.9831585e-05
3,970 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 6.5756727e-05
4,659 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 6.0076537e-05
5,313 Key-Value Storage Engines 2020 SIGMOD 5.5711707e-05
5,712 Resource Management in Aurora Serverless 2024 VLDB 5.3596268e-05
5,801 Dissecting, Designing, and Optimizing LSM-based Data Stores 2022 SIGMOD 5.3217858e-05
5,920 Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems 2021 VLDB 5.2686888e-05
6,066 Flexible Resource Allocation for Relational Database-as-a-Service 2023 VLDB 5.225259e-05
6,117 Compactionary: A Dictionary for LSM Compactions 2022 SIGMOD 5.1992629e-05
6,702 Tenant Placement in Over-subscribed Database-as-a-Service Clusters 2022 VLDB 4.9518701e-05
7,291 Multi-Tenant Cloud Data Services: State-of-the-Art, Challenges and Opportunities 2022 SIGMOD 4.7677422e-05
8,150 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 4.5714701e-05
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