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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
351
Venue
CIDR
Year
2020
Pagerank
6.8429686e-05
Overall Rank
3,682 | 74.42%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 34 of 34 citing papers.

Rank Citing Paper Year Venue Pagerank
2,553 Towards Cost-Optimal Query Processing in the Cloud 2021 VLDB 8.5522099e-05
3,724 What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines 2023 VLDB 6.8121422e-05
4,523 ScaleStore: A Fast and Cost-Efficient Storage Engine using DRAM, NVMe, and RDMA 2022 SIGMOD 6.1102901e-05
4,579 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.0651118e-05
4,873 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8557568e-05
5,060 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 5.7175345e-05
5,362 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5474601e-05
6,138 SSDs Striking Back: The Storage Jungle and Its Implications on Persistent Indexes 2022 CIDR 5.1894698e-05
6,166 Are You Sure You Want to Use MMAP in Your Database Management System? 2022 CIDR 5.1730118e-05
6,492 GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP 2024 SIGMOD 5.0364695e-05
6,838 LeanStore: A High-Performance Storage Engine for NVMe SSDs 2024 VLDB 4.906223e-05
6,861 HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics 2023 CIDR 4.9005561e-05
7,325 LRU-C: Parallelizing Database I/Os for Flash SSDs 2023 VLDB 4.7564908e-05
7,336 SaS: SSD as SQL Database System 2021 VLDB 4.7533353e-05
7,389 Making In-Memory Learned Indexes Efficient on Disk 2024 SIGMOD 4.7386163e-05
7,424 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 4.7293034e-05
7,622 Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases 2024 SIGMOD 4.6891172e-05
7,866 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 4.6282779e-05
7,888 Write-Aware Timestamp Tracking: Effective and Efficient Page Replacement for Modern Hardware 2023 VLDB 4.6214637e-05
7,929 Cloud-Native Database Systems and Unikernels: Reimagining OS Abstractions for Modern Hardware 2024 VLDB 4.6091978e-05
8,032 Contention and Space Management in B-Trees 2021 CIDR 4.5983032e-05
8,165 Scalable and Robust Snapshot Isolation for High-Performance Storage Engines 2023 VLDB 4.5680112e-05
8,600 DDS: DPU-optimized Disaggregated Storage 2024 VLDB 4.4831875e-05
8,806 Your Read is Our Priority in Flash Storage 2022 VLDB 4.44219e-05
9,458 DPDPU: Data Processing with DPUs 2025 CIDR 4.3344018e-05
9,974 Cloudspecs: Cloud Hardware Evolution Through the Looking Glass 2026 CIDR 4.1905499e-05
9,995 Flexible I/O for Database Management Systems with xNVMe 2026 CIDR 4.1905499e-05
10,193 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 4.1905499e-05
10,380 B-Trees Are Back: Engineering Fast and Pageable Node Layouts 2025 SIGMOD 4.1905499e-05
10,503 Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs 2025 SIGMOD 4.1905499e-05
10,741 SSD-iq: Uncovering the Hidden Side of SSD Performance 2025 VLDB 4.1905499e-05
10,992 High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance 2024 SIGMOD 4.1905499e-05
11,039 Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing 2024 VLDB 4.1905499e-05
11,418 Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications 2022 VLDB 4.1905499e-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
339 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026895683
756 FOEDUS: OLTP Engine for a Thousand Cores and NVRAM 2015 SIGMOD 0.00017079523
1,061 Flashing Up the Storage Layer 2008 VLDB 0.0001435824
1,649 Managing Non-Volatile Memory in Database Systems 2018 SIGMOD 0.00011006201
1,815 SSD Bufferpool Extensions for Database Systems 2010 VLDB 0.00010439702
3,362 Turbocharging DBMS Buffer Pool Using SSDs 2011 SIGMOD 7.1681058e-05
3,588 Query Fresh: Log Shipping on Steroids 2018 VLDB 6.9389605e-05
6,048 Operation-Aware Buffer Management in Flash-based Systems 2011 SIGMOD 5.234342e-05
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