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Exploiting Directly-Attached NVMe Arrays in DBMS

Summary: Study of Directly-Attached NVMe Arrays (DANA) in DBMS, showing commodity servers can host multiple PCIe SSDs whose aggregated bandwidth approaches DRAM. Identify novel I/O challenges at the database and OS layers and argue for rethinking I/O paths and operation semantics to exploit DANA. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
350
Venue
CIDR
Year
2020
Pagerank
8.0803679e-05
Overall Rank
2,828 | 80.60%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{haas_cidr20,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '20},
        title = {{Exploiting Directly-Attached NVMe Arrays in DBMS}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Haas, Gabriel and Haubenschild, Michael and Leis, Viktor},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 36 of 36 citing papers.

Rank Citing Paper Year Venue Pagerank
2,344 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.7199754e-05
3,001 What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines 2023 VLDB 7.8673493e-05
3,761 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 7.1450129e-05
4,018 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.952278e-05
4,103 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8993506e-05
4,440 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 6.7049797e-05
4,763 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 6.519206e-05
5,683 SSDs Striking Back: The Storage Jungle and Its Implications on Persistent Indexes 2022 CIDR 6.1232842e-05
5,778 GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP 2024 SIGMOD 6.0918646e-05
5,989 Are You Sure You Want to Use MMAP in Your Database Management System? 2022 CIDR 6.0175059e-05
6,396 Contention and Space Management in B-Trees 2021 CIDR 5.8870425e-05
6,487 HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics 2023 CIDR 5.8651793e-05
6,498 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 5.861854e-05
6,687 Making In-Memory Learned Indexes Efficient on Disk 2024 SIGMOD 5.8022308e-05
7,072 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.7107965e-05
7,135 SaS: SSD as SQL Database System 2021 VLDB 5.6940523e-05
7,184 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 5.6785094e-05
7,261 LRU-C: Parallelizing Database I/Os for Flash SSDs 2023 VLDB 5.6612613e-05
7,341 Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases 2024 SIGMOD 5.6390976e-05
7,754 Write-Aware Timestamp Tracking: Effective and Efficient Page Replacement for Modern Hardware 2023 VLDB 5.5519754e-05
7,802 Cloud-Native Database Systems and Unikernels: Reimagining OS Abstractions for Modern Hardware 2024 VLDB 5.5418836e-05
7,988 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 5.5113542e-05
8,619 DDS: DPU-optimized Disaggregated Storage 2024 VLDB 5.3996947e-05
8,723 Your Read is Our Priority in Flash Storage 2022 VLDB 5.3769695e-05
9,511 DPDPU: Data Processing with DPUs 2025 CIDR 5.25736e-05
9,810 B-Trees Are Back: Engineering Fast and Pageable Node Layouts 2025 SIGMOD 5.214913e-05
10,123 Cloudspecs: Cloud Hardware Evolution Through the Looking Glass 2026 CIDR 5.093636e-05
10,142 Flexible I/O for Database Management Systems with xNVMe 2026 CIDR 5.093636e-05
10,212 Concurrent Path-Copying Update to Tree Structures 2026 SIGMOD 5.093636e-05
10,227 Efficient Index Layout and Search Strategy for Large-scale High-dimensional Vector Similarity Search 2026 SIGMOD 5.093636e-05
10,482 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 5.093636e-05
10,770 Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs 2025 SIGMOD 5.093636e-05
10,974 SSD-iq: Uncovering the Hidden Side of SSD Performance 2025 VLDB 5.093636e-05
11,200 High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance 2024 SIGMOD 5.093636e-05
11,246 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 5.093636e-05
11,613 Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications 2022 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

Rank Cited Paper Year Venue Pagerank
226 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00024027277
537 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00016931517
999 Flashing Up the Storage Layer 2008 VLDB 0.00012740138
1,258 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011438197
1,490 SSD Bufferpool Extensions for Database Systems 2010 VLDB 0.00010595269
3,088 Query Fresh: Log Shipping on Steroids 2018 VLDB 7.7694381e-05
3,095 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.7641876e-05
5,831 Operation-Aware Buffer Management in Flash-based Systems 2011 SIGMOD 6.0733385e-05
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