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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
- 13063
- Venue
- VLDB
- Year
- 2023
- Pagerank
- 6.8121422e-05
- Overall Rank
- 3,724 | 74.12%
- 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 |
| 5,060 |
The Art of Latency Hiding in Modern Database Engines |
2024 |
VLDB |
5.7175345e-05 |
| 6,838 |
LeanStore: A High-Performance Storage Engine for NVMe SSDs |
2024 |
VLDB |
4.906223e-05 |
| 7,152 |
Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index |
2024 |
VLDB |
4.8126591e-05 |
| 7,866 |
Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP |
2024 |
VLDB |
4.6282779e-05 |
| 7,929 |
Cloud-Native Database Systems and Unikernels: Reimagining OS Abstractions for Modern Hardware |
2024 |
VLDB |
4.6091978e-05 |
| 9,033 |
A Case for Ecological Efficiency in Database Server Lifecycles |
2025 |
CIDR |
4.3997447e-05 |
| 9,189 |
Practical DB-OS Co-Design with Privileged Kernel Bypass |
2025 |
SIGMOD |
4.3750062e-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 |
| 10,044 |
ACGraph: An Efficient Asynchronous Out-of-Core Graph Processing Framework |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,167 |
FlashANNS: GPU-Driven Asynchronous I/O Pipelining for Eliminating Storage-Compute Bottlenecks in Billion-Scale Similarity Search |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,193 |
Predictive Translation: High-Performance Buffer Management Without the Trade-Offs |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,255 |
How to Write to SSDs |
2026 |
VLDB |
4.1905499e-05 |
| 10,380 |
B-Trees Are Back: Engineering Fast and Pageable Node Layouts |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,381 |
Boosting OLTP Performance with Per-Page Logging on NVDIMM |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,400 |
Rapid Data Ingestion through DB-OS Co-design |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,425 |
SAP HANA Cloud: Data Management for Modern Enterprise Applications |
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 |
| 10,657 |
STsCache: An Efficient Semantic Caching Scheme for Time-series Data Workloads Based on Hybrid Storage |
2025 |
VLDB |
4.1905499e-05 |
| 10,726 |
Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures |
2025 |
VLDB |
4.1905499e-05 |
| 10,741 |
SSD-iq: Uncovering the Hidden Side of SSD Performance |
2025 |
VLDB |
4.1905499e-05 |
| 10,773 |
The HANA Native Query Engine for Lakehouse Systems |
2025 |
VLDB |
4.1905499e-05 |
| 10,779 |
From FASTER to F2: Evolving Concurrent Key-Value Store Designs for Large Skewed Workloads |
2025 |
VLDB |
4.1905499e-05 |
| 10,992 |
High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance |
2024 |
SIGMOD |
4.1905499e-05 |
| 11,078 |
LavaStore: ByteDance's Purpose-built, High-performance, Cost-effective Local Storage Engine for Cloud Services |
2024 |
VLDB |
4.1905499e-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 |
| 492 |
A Case for Flash Memory SSD in Enterprise Database Applications |
2008 |
SIGMOD |
0.0002178745 |
| 1,815 |
SSD Bufferpool Extensions for Database Systems |
2010 |
VLDB |
0.00010439702 |
| 3,682 |
Exploiting Directly-Attached NVMe Arrays in DBMS |
2020 |
CIDR |
6.8429686e-05 |
| 3,979 |
Making Updates Disk-I/O Friendly Using SSDs |
2013 |
VLDB |
6.5641036e-05 |
| 5,063 |
Not your Grandpa's SSD: The Era of Co-Designed Storage Devices |
2021 |
SIGMOD |
5.7170891e-05 |
| 5,260 |
Advances in Flash Memory SSD Technology for Enterprise Database Applications |
2009 |
SIGMOD |
5.5964654e-05 |
| 5,362 |
Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines |
2020 |
SIGMOD |
5.5474601e-05 |
| 5,731 |
Flash-Based Extended Cache for Higher Throughput and Faster Recovery |
2012 |
VLDB |
5.3476002e-05 |
| 5,758 |
Open-Channel SSD (What is it Good For) |
2020 |
CIDR |
5.3373789e-05 |
| 5,804 |
Durable Write Cache in Flash Memory SSD for Relational and NoSQL Databases |
2014 |
SIGMOD |
5.3197672e-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 |
| 7,004 |
X-SSD: A Storage System with Native Support for Database Logging and Replication |
2022 |
SIGMOD |
4.8607362e-05 |
| 8,469 |
Append is Near: Log-based Data Management on ZNS SSDs |
2022 |
CIDR |
4.4993816e-05 |
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