CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure

Summary: CaaS-LSM turns LSM compaction into a decoupled, stateless service for disaggregated storage, removing tight KVS/compactor dependence and coordination overhead. A control plane handles adaptive scheduling, resource balancing, and transient-error recovery, yielding large throughput and tail-latency gains over prior offloaded-compaction designs. (summarized by gpt-5.4-mini on May 24 2026)

Paper ID: h13cd0619882a8b1d
Venue: SIGMOD
Year: 2024
Pagerank: 5.5777445e-05
Overall Rank: 7,241 | 51.32%
DOI: 10.1145/3654927

Incoming Non-self Citations Over Time

Authors

1. Qiaolin Yu (Arizona State University; Cornell University)
2. Chang Guo (Arizona State University)
3. Jay Zhuang (Independent)
4. Viraj Thakkar (Arizona State University)
5. Jianguo Wang (Purdue University)
6. Zhichao Cao (Arizona State University)

BibTeX Citation

@inproceedings{yu_sigmod24,
        title = {{CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure}},
        author = {Yu, Qiaolin and Guo, Chang and Zhuang, Jay and Thakkar, Viraj and Wang, Jianguo and Cao, Zhichao},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3654927},
        url = {https://dl.acm.org/doi/10.1145/3654927},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,079	Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases	2024	SIGMOD	5.6049309e-05
7,953	Fast Vector Search in PostgreSQL: A Decoupled Approach	2026	CIDR	5.4195517e-05
9,464	DFlush: DPU-Offloaded Flush for Disaggregated LSM-based Key-Value Stores	2025	SIGMOD	5.1727546e-05
9,627	SHIELD: Encrypting Persistent Data of LSM-KVS from Monolithic to Disaggregated Storage	2025	SIGMOD	5.1482651e-05
10,486	O3-LSM: Maximizing Disaggregated LSM Write Performance via Three-Layer Offloading	2026	SIGMOD	4.9793485e-05
10,678	Reducing Tail Latency in Storage-Disaggregated Database Systems	2026	SIGMOD	4.9793485e-05
10,856	How Much Can RocksDB Chew? Achieving Near-Zero Write Stalls with Sustainable RocksDB	2026	VLDB	4.9793485e-05
11,063	Terark-DS: A High-Performance and Storage-Efficient Key-Value Separation Storage Engine on Disaggregated Storage	2026	VLDB	4.9793485e-05
11,342	DobLIX: A Dual-Objective Learned Index for Log-Structured Merge Trees	2025	VLDB	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
63	Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases	2017	SIGMOD	0.00038531147
387	The LDBC Social Network Benchmark: Interactive Workload	2015	SIGMOD	0.00019426275
754	Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging	2018	SIGMOD	0.00014236015
891	SuRF: Practical Range Query Filtering with Fast Succinct Tries	2018	SIGMOD	0.00013245926
1,422	The Log-Structured Merge-Bush & the Wacky Continuum	2019	SIGMOD	0.00010725538
1,569	Compaction management in distributed key-value datastores	2015	VLDB	0.00010211433
1,980	Chucky: A Succinct Cuckoo Filter for LSM-Tree	2021	SIGMOD	9.2595896e-05
2,664	Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores	2020	SIGMOD	8.1569551e-05
2,868	Spooky: Granulating LSM-Tree Compactions Correctly	2022	VLDB	7.9241972e-05
3,135	Rethinking Data Management Systems for Disaggregated Data Centers	2020	CIDR	7.6092468e-05
3,641	Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store	2021	SIGMOD	7.1439198e-05
3,680	SplinterDB and Maplets: Improving the Tradeoffs in Key-Value Store Compaction Policy	2023	SIGMOD	7.1029718e-05
4,041	Disaggregating RocksDB: A Production Experience	2023	SIGMOD	6.8371576e-05
5,293	Optimizing Data-intensive Systems in Disaggregated Data Centers with TELEPORT	2022	SIGMOD	6.1917112e-05
7,079	Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases	2024	SIGMOD	5.6049309e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	816	SlimDB: A Space-Efficient Key-Value Storage Engine For Semi-Sorted Data	2017	VLDB
2	6,932	Breaking Down Memory Walls in LSM-based Storage Systems	2020	SIGMOD
3	10,652	Improving Range Scan Performance in LSM-trees with Group Caching	2026	SIGMOD
4	5,879	Compactionary: A Dictionary for LSM Compactions	2022	SIGMOD
5	9,081	MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying	2023	SIGMOD
6	1,569	Compaction management in distributed key-value datastores	2015	VLDB
7	2,770	Constructing and Analyzing the LSM Compaction Design Space	2021	VLDB
8	10,658	Making LSM-Tree-based Key-Value Store Practical and Efficient for Multi-Tenant Serverless Cloud Databases	2026	SIGMOD
9	3,641	Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store	2021	SIGMOD
10	10,486	O3-LSM: Maximizing Disaggregated LSM Write Performance via Three-Layer Offloading	2026	SIGMOD