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ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA

Summary: ScaleStore uses DRAM caching, NVMe, and RDMA to expose a distributed memory across cluster nodes. A dynamic caching policy keeps hot data in RAM and cold data on NVMe with strong consistency, delivering high performance for large workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h6a4290bdf52651bb
Venue
SIGMOD
Year
2022
Pagerank
6.9972263e-05
Overall Rank
3,827 | 74.28%
DOI
10.1145/3514221.3526187

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{ziegler_sigmod22,
        title = {{ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA}},
        author = {Ziegler, Tobias and Binnig, Carsten and Leis, Viktor},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3526187},
        url = {https://dl.acm.org/doi/10.1145/3514221.3526187},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
4,036 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8360867e-05
4,202 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.7343438e-05
4,389 Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA 2023 SIGMOD 6.6202227e-05
5,950 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 5.934065e-05
6,274 Is Scalable OLTP in the Cloud a Solved Problem? Analyzing Data Access for Distributed OLTP Architectures 2023 CIDR 5.8256214e-05
6,282 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.821952e-05
6,562 RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference 2026 VLDB 5.7454973e-05
6,613 Making In-Memory Learned Indexes Efficient on Disk 2024 SIGMOD 5.7326443e-05
7,982 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.4114146e-05
8,419 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.3328741e-05
8,760 Zero-sided RDMA: Network-driven Data Shuffling for Disaggregated Heterogeneous Cloud DBMSs 2024 SIGMOD 5.2822161e-05
10,034 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.0901047e-05
10,240 MaLT: A Framework for Managing Large Transactions in OceanBase 2025 SIGMOD 5.0524002e-05
10,539 Marlin: Efficient Coordination for Autoscaling Cloud DBMS 2026 SIGMOD 4.9769913e-05
10,632 Beluga: A CXL-Based Memory Architecture for Scalable and Efficient LLM KVCache Management 2026 SIGMOD 4.9769913e-05
10,654 FlashANNS: GPU-Driven Asynchronous I/O Pipelining for Eliminating Storage-Compute Bottlenecks in Billion-Scale Similarity Search 2026 SIGMOD 4.9769913e-05
10,680 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 4.9769913e-05
10,735 How to Write to SSDs 2026 VLDB 4.9769913e-05
10,811 PystachIO: Efficient Distributed GPU Query Processing with PyTorch over Fast Networks & Fast Storage 2026 VLDB 4.9769913e-05
11,199 Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs 2025 SIGMOD 4.9769913e-05
11,296 Concurrency Control as a Service 2025 VLDB 4.9769913e-05
11,307 Cache Coherence Over Disaggregated Memory 2025 VLDB 4.9769913e-05
11,585 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 32 of 32 cited papers.

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

Rank Cited Paper Year Venue Pagerank
14 MonetDB/X100: Hyper-Pipelining Query Execution 2005 CIDR 0.00064013679
35 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047996489
52 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00041210636
80 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036354352
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.00028316479
373 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00019705706
613 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.00015565961
890 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013241413
891 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00013241227
945 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00012933247
1,060 Accelerating Relational Databases by Leveraging Remote Memory and RDMA 2016 SIGMOD 0.00012219425
1,117 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011952597
1,283 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011205832
1,316 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00011046804
1,339 The End of a Myth: Distributed Transactions Can Scale 2017 VLDB 0.0001097043
1,366 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00010908555
1,425 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 0.00010709627
1,583 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.00010165157
2,033 Efficient Distributed Memory Management with RDMA and Caching 2018 VLDB 9.1538227e-05
2,337 Towards a Non-2PC Transaction Management in Distributed Database Systems 2016 SIGMOD 8.6180776e-05
2,425 Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases 2015 SIGMOD 8.4820179e-05
2,507 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 8.3688413e-05
2,875 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 7.916817e-05
3,241 Locality-aware Partitioning in Parallel Database Systems 2015 SIGMOD 7.4972383e-05
3,609 DFI: The Data Flow Interface for High-Speed Networks 2021 SIGMOD 7.1617145e-05
3,678 Fast General Distributed Transactions with Opacity 2019 SIGMOD 7.1030964e-05
4,166 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.7635038e-05
4,296 Redy: Remote Dynamic Memory Cache 2022 VLDB 6.6774301e-05
4,738 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.4417968e-05
5,320 Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks 2020 SIGMOD 6.1813707e-05
5,451 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 6.1238308e-05
6,536 DPI: The Data Processing Interface for Modern Networks 2019 CIDR 5.7514775e-05
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