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Compaction management in distributed key-value datastores

Summary: Offloads heavy LSM-tree compactions to a dedicated server; streams compacted data into the datastore cache to reduce read penalties. Smart warmup keeps reads from local cache during transition; HBase integration; scalable across multiple compaction servers with YCSB/TPC-C. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11197
Venue
VLDB
Year
2015
Pagerank
9.961151e-05
Overall Rank
1,957 | 86.41%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 21 of 21 citing papers.

Rank Citing Paper Year Venue Pagerank
608 Monkey: Optimal Navigable Key-Value Store 2017 SIGMOD 0.00019233548
1,309 Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging 2018 SIGMOD 0.00012655712
2,797 Chucky: A Succinct Cuckoo Filter for LSM-Tree 2021 SIGMOD 8.1116755e-05
3,970 Spooky: Granulating LSM-Tree Compactions Correctly 2022 VLDB 6.5756727e-05
4,572 Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines 2020 VLDB 6.068399e-05
4,659 Nova-LSM: A Distributed, Component-based LSM-tree Key-value Store 2021 SIGMOD 6.0076537e-05
4,920 On Performance Stability in LSM-based Storage Systems 2020 VLDB 5.8262404e-05
5,067 Disaggregating RocksDB: A Production Experience 2023 SIGMOD 5.714783e-05
7,623 Learning to Optimize LSM-trees: Towards A Reinforcement Learning based Key-Value Store for Dynamic Workloads 2023 SIGMOD 4.6890662e-05
7,743 Efficient Data Ingestion and Query Processing for LSM-Based Storage Systems 2019 VLDB 4.6581858e-05
7,812 CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure 2024 SIGMOD 4.6411266e-05
8,011 CAMAL: Optimizing LSM-trees via Active Learning 2024 SIGMOD 4.6022693e-05
8,333 How to Grow an LSM-tree? Towards Bridging the Gap Between Theory and Practice 2025 SIGMOD 4.5390511e-05
8,727 Columnar Formats for Schemaless LSM-based Document Stores 2022 VLDB 4.4534547e-05
8,804 ArceKV: Towards Workload-driven LSM-compactions for Key-Value Store Under Dynamic Workloads 2026 VLDB 4.4424232e-05
9,069 Structural Designs Meet Optimality: Exploring Optimized LSM-tree Structures in A Colossal Configuration Space 2024 SIGMOD 4.3983078e-05
9,236 AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes 2025 SIGMOD 4.3648789e-05
9,390 Rethinking The Compaction Policies in LSM-trees 2025 SIGMOD 4.341433e-05
9,922 DFlush: DPU-Offloaded Flush for Disaggregated LSM-based Key-Value Stores 2025 SIGMOD 4.2504787e-05
10,169 From Learning to Recycling: A Log-Structured Learned-Less Index 2026 SIGMOD 4.1905499e-05
11,079 KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection 2024 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank Cited Paper Year Venue Pagerank
32 Differential Files: Their Application To The Maintenance Of Large Data Bases 1976 SIGMOD 0.00077553033
189 Megastore: Providing Scalable, Highly Available Storage for Interactive Services 2011 CIDR 0.00035934191
379 bLSM: A General Purpose Log Structured Merge Tree 2012 SIGMOD 0.00024954332
857 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00015840492
887 Zephyr: Live Migration in Shared Nothing Databases for Elastic Cloud Platforms 2011 SIGMOD 0.00015561082
1,120 Albatross: Lightweight Elasticity in Shared Storage Databases for the Cloud using Live Data Migration 2011 VLDB 0.00013846732
1,838 Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing 2014 VLDB 0.00010353323
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8,876 MirrorKV: An Efficient Key-Value Store on Hybrid Cloud Storage with Balanced Performance of Compaction and Querying 2023 SIGMOD 4.4261814e-05
7,812 CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure 2024 SIGMOD 4.6411266e-05
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