Back to papers
NeurStore: Efficient In-database Deep Learning Model Management System
Summary: NeurStore stores models at tensor granularity, using HNSW to index tensors and delta-based deduplication plus delta quantization for high-ratio, bounded-loss compression. Compression-aware loading enables compute on compressed tensors, cutting storage and keeping load throughput competitive.
(summarized by gpt-5-mini on Feb 11 2026)
- Paper ID
- 7405
- Venue
- SIGMOD
- Year
- 2026
- Pagerank
- 4.1945683e-05
- Overall Rank
- 10,095 | 29.78%
- DOI
-
10.1145/3769809
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 20 of 20 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 140 |
The MADlib Analytics Library or MAD Skills, the SQL |
2012 |
VLDB |
0.00042270404 |
| 185 |
DuckDB: an Embeddable Analytical Database |
2019 |
SIGMOD |
0.00036538405 |
| 212 |
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph |
2019 |
VLDB |
0.00033913475 |
| 658 |
Towards a Unified Architecture for in-RDBMS Analytics |
2012 |
SIGMOD |
0.00018506577 |
| 770 |
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search |
2021 |
VLDB |
0.00016917602 |
| 2,642 |
Vertica-ML: Distributed Machine Learning in Vertica Database |
2020 |
SIGMOD |
8.3851878e-05 |
| 3,407 |
End-to-end Optimization of Machine Learning Prediction Queries |
2022 |
SIGMOD |
7.1295646e-05 |
| 3,606 |
EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views |
2022 |
SIGMOD |
6.9260354e-05 |
| 4,495 |
ClickHouse - Lightning Fast Analytics for Everyone |
2024 |
VLDB |
6.1410277e-05 |
| 4,567 |
Optimizing Video Analytics with Declarative Model Relationships |
2023 |
VLDB |
6.080526e-05 |
| 5,084 |
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle |
2022 |
SIGMOD |
5.7091191e-05 |
| 5,605 |
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems |
2023 |
VLDB |
5.4142007e-05 |
| 6,378 |
Mitigating the Impedance Mismatch between Prediction Query Execution and Database Engine |
2025 |
SIGMOD |
5.0909804e-05 |
| 6,796 |
InferDB: In-Database Machine Learning Inference Using Indexes |
2024 |
VLDB |
4.9241624e-05 |
| 7,061 |
Serving Deep Learning Models with Deduplication from Relational Databases |
2022 |
VLDB |
4.8463881e-05 |
| 8,688 |
NeurDB: On the Design and Implementation of an AI-powered Autonomous Database |
2025 |
CIDR |
4.4673127e-05 |
| 8,698 |
Everything You Always Wanted to Know About Storage Compressibility of Pre-Trained ML Models but Were Afraid to Ask |
2024 |
VLDB |
4.4657846e-05 |
| 9,320 |
Powering In-Database Dynamic Model Slicing for Structured Data Analytics |
2024 |
VLDB |
4.3556432e-05 |
| 10,998 |
Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems |
2024 |
VLDB |
4.1945683e-05 |
| 11,241 |
Enabling Secure and Efficient Data Analytics Pipeline Evolution with Trusted Execution Environment |
2023 |
VLDB |
4.1945683e-05 |
Semantically Similar Papers