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What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines
Summary: Demonstrates modern NVMe flash arrays can deliver ~10M IOPS per server while existing out-of-memory DB/storage engines utilize only a fraction, pinpointing software I/O bottlenecks. Proposes an I/O-optimized storage engine that closes the gap and sustains >1M TPC‑C TPS with datasets 10× main memory.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13062
- Venue
- VLDB
- Year
- 2023
- Pagerank
- 6.8057888e-05
- Overall Rank
- 3,736 | 74.02%
- DOI
-
10.14778/3598581.3598584
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 25 of 25 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 5,312 |
The Art of Latency Hiding in Modern Database Engines |
2024 |
VLDB |
5.5734224e-05 |
| 6,840 |
LeanStore: A High-Performance Storage Engine for NVMe SSDs |
2024 |
VLDB |
4.9109345e-05 |
| 7,154 |
Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index |
2024 |
VLDB |
4.815267e-05 |
| 7,876 |
Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP |
2024 |
VLDB |
4.6298182e-05 |
| 7,927 |
Cloud-Native Database Systems and Unikernels: Reimagining OS Abstractions for Modern Hardware |
2024 |
VLDB |
4.6136219e-05 |
| 9,030 |
A Case for Ecological Efficiency in Database Server Lifecycles |
2025 |
CIDR |
4.4039656e-05 |
| 9,185 |
Practical DB-OS Co-Design with Privileged Kernel Bypass |
2025 |
SIGMOD |
4.3792034e-05 |
| 9,975 |
Cloudspecs: Cloud Hardware Evolution Through the Looking Glass |
2026 |
CIDR |
4.1945683e-05 |
| 9,996 |
Flexible I/O for Database Management Systems with xNVMe |
2026 |
CIDR |
4.1945683e-05 |
| 10,044 |
ACGraph: An Efficient Asynchronous Out-of-Core Graph Processing Framework |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,167 |
FlashANNS: GPU-Driven Asynchronous I/O Pipelining for Eliminating Storage-Compute Bottlenecks in Billion-Scale Similarity Search |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,193 |
Predictive Translation: High-Performance Buffer Management Without the Trade-Offs |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,255 |
How to Write to SSDs |
2026 |
VLDB |
4.1945683e-05 |
| 10,368 |
B-Trees Are Back: Engineering Fast and Pageable Node Layouts |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,369 |
Boosting OLTP Performance with Per-Page Logging on NVDIMM |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,389 |
Rapid Data Ingestion through DB-OS Co-design |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,415 |
SAP HANA Cloud: Data Management for Modern Enterprise Applications |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,493 |
Moving on From Group Commit: Autonomous Commit Enables High Throughput and Low Latency on NVMe SSDs |
2025 |
SIGMOD |
4.1945683e-05 |
| 10,649 |
STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage |
2025 |
VLDB |
4.1945683e-05 |
| 10,719 |
Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures |
2025 |
VLDB |
4.1945683e-05 |
| 10,734 |
SSD-iq: Uncovering the Hidden Side of SSD Performance |
2025 |
VLDB |
4.1945683e-05 |
| 10,767 |
The HANA Native Query Engine for Lakehouse Systems |
2025 |
VLDB |
4.1945683e-05 |
| 10,773 |
From FASTER to F2: Evolving Concurrent Key-Value Store Designs for Large Skewed Workloads |
2025 |
VLDB |
4.1945683e-05 |
| 10,989 |
High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance |
2024 |
SIGMOD |
4.1945683e-05 |
| 11,075 |
LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services |
2024 |
VLDB |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 493 |
A Case for Flash Memory SSD in Enterprise Database Applications |
2008 |
SIGMOD |
0.00021837534 |
| 1,817 |
SSD Bufferpool Extensions for Database Systems |
2010 |
VLDB |
0.00010435936 |
| 3,687 |
Exploiting Directly-Attached NVMe Arrays in DBMS |
2020 |
CIDR |
6.8417266e-05 |
| 3,980 |
Making Updates Disk-I/O Friendly Using SSDs |
2013 |
VLDB |
6.5664429e-05 |
| 5,067 |
Not your Grandpa's SSD: The Era of Co-Designed Storage Devices |
2021 |
SIGMOD |
5.7215985e-05 |
| 5,256 |
Advances in Flash Memory SSD Technology for Enterprise Database Applications |
2009 |
SIGMOD |
5.6010828e-05 |
| 5,374 |
Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines |
2020 |
SIGMOD |
5.5424901e-05 |
| 5,648 |
Durable Write Cache in Flash Memory SSD for Relational and NoSQL Databases |
2014 |
SIGMOD |
5.3915951e-05 |
| 5,724 |
Flash-Based Extended Cache for Higher Throughput and Faster Recovery |
2012 |
VLDB |
5.3518469e-05 |
| 5,750 |
Open-Channel SSD (What is it Good For) |
2020 |
CIDR |
5.3415191e-05 |
| 6,142 |
SSDs Striking Back: The Storage Jungle and Its Implications on Persistent Indexes |
2022 |
CIDR |
5.1890295e-05 |
| 6,177 |
Are You Sure You Want to Use MMAP in Your Database Management System? |
2022 |
CIDR |
5.1692825e-05 |
| 7,036 |
X-SSD: A Storage System with Native Support for Database Logging and Replication |
2022 |
SIGMOD |
4.8548161e-05 |
| 8,473 |
Append is Near: Log-based Data Management on ZNS SSDs |
2022 |
CIDR |
4.5031181e-05 |
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