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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
6556
Venue
SIGMOD
Year
2022
Pagerank
7.1450129e-05
Overall Rank
3,761 | 74.20%
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 22 of 22 citing papers.

Rank Citing Paper Year Venue Pagerank
4,103 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8993506e-05
4,317 Design Guidelines for Correct, Efficient, and Scalable Synchronization using One-Sided RDMA 2023 SIGMOD 6.7646416e-05
5,109 The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation 2023 VLDB 6.3615847e-05
5,852 DEX: Scalable Range Indexing on Disaggregated Memory 2024 VLDB 6.0658952e-05
6,174 Is Scalable OLTP in the Cloud a Solved Problem? Analyzing Data Access for Distributed OLTP Architectures 2023 CIDR 5.9510389e-05
6,277 Rethinking MIMD-SIMD Interplay for Analytical Query Processing in In-Memory Database Engines 2025 CIDR 5.9288764e-05
6,432 RetroInfer: A Vector Storage Engine for Scalable Long-Context LLM Inference 2026 VLDB 5.8801533e-05
6,687 Making In-Memory Learned Indexes Efficient on Disk 2024 SIGMOD 5.8022308e-05
8,167 DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems 2024 VLDB 5.4745703e-05
8,357 Towards Buffer Management with Tiered Main Memory 2024 SIGMOD 5.4446759e-05
8,596 Zero-sided RDMA: Network-driven Data Shuffling for Disaggregated Heterogeneous Cloud DBMSs 2024 SIGMOD 5.4051515e-05
10,321 Marlin: Efficient Coordination for Autoscaling Cloud DBMS 2026 SIGMOD 5.093636e-05
10,432 Beluga: A CXL-Based Memory Architecture for Scalable and Efficient LLM KVCache Management 2026 SIGMOD 5.093636e-05
10,456 FlashANNS: GPU-Driven Asynchronous I/O Pipelining for Eliminating Storage-Compute Bottlenecks in Billion-Scale Similarity Search 2026 SIGMOD 5.093636e-05
10,482 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 5.093636e-05
10,543 How to Write to SSDs 2026 VLDB 5.093636e-05
10,693 MaLT: A Framework for Managing Large Transactions in OceanBase 2025 SIGMOD 5.093636e-05
10,770 Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs 2025 SIGMOD 5.093636e-05
10,889 Concurrency Control as a Service 2025 VLDB 5.093636e-05
10,902 Cache Coherence Over Disaggregated Memory 2025 VLDB 5.093636e-05
11,246 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 5.093636e-05
11,281 LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services 2024 VLDB 5.093636e-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 0.0006312782
38 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047648573
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
83 H-Store: A High-Performance, Distributed Main Memory Transaction Processing System 2008 VLDB 0.00036185259
157 OLTP Through the Looking Glass, and What We Found There 2008 SIGMOD 0.0002863588
422 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00018732744
603 Scalable Logging through Emerging Non-Volatile Memory 2014 VLDB 0.00015853456
887 E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing Systems 2015 VLDB 0.00013403455
892 Rack-Scale In-Memory Join Processing using RDMA 2015 SIGMOD 0.00013376761
976 The End of Slow Networks: It's Time for a Redesign 2016 VLDB 0.00012864533
1,117 Accelerating Relational Databases by Leveraging Remote Memory and RDMA 2016 SIGMOD 0.00012108907
1,126 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00012078607
1,258 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011438197
1,342 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00011098147
1,345 The End of a Myth: Distributed Transactions Can Scale 2017 VLDB 0.00011090483
1,390 Building a Bw-Tree Takes More Than Just Buzz Words 2018 SIGMOD 0.00010942775
1,463 Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes 2018 SIGMOD 0.00010700936
1,637 On the Design and Scalability of Distributed Shared-Data Databases 2015 SIGMOD 0.0001015538
2,034 Efficient Distributed Memory Management with RDMA and Caching 2018 VLDB 9.2788175e-05
2,407 Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases 2015 SIGMOD 8.6184333e-05
2,419 Towards a Non-2PC Transaction Management in Distributed Database Systems 2016 SIGMOD 8.6054486e-05
2,471 Viper: An Efficient Hybrid PMem-DRAM Key-Value Store 2021 VLDB 8.5329393e-05
2,828 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 8.0803679e-05
3,200 Locality-aware Partitioning in Parallel Database Systems 2015 SIGMOD 7.642132e-05
3,624 Fast General Distributed Transactions with Opacity 2019 SIGMOD 7.2461483e-05
3,868 DFI: The Data Flow Interface for High-Speed Networks 2021 SIGMOD 7.0614899e-05
4,110 Spitfire: A Three-Tier Buffer Manager for Volatile and Non-Volatile Memory 2021 SIGMOD 6.8948348e-05
4,677 Redy: Remote Dynamic Memory Cache 2022 VLDB 6.5698961e-05
4,763 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.519206e-05
5,348 Crystal: A Unified Cache Storage System for Analytical Databases 2021 VLDB 6.2562688e-05
5,725 Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks 2020 SIGMOD 6.108451e-05
6,405 DPI: The Data Processing Interface for Modern Networks 2019 CIDR 5.8855242e-05
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