Back to papers
Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory
Summary: FEDB, a distributed in-memory DB for OLDA feature extraction, delivers 1–2 orders of magnitude faster performance than prior DBs. PMEM-optimized persistent skiplist cuts tail latency to 19.7%, recovery time to 99.7%, and OLDA cost to 58.4%.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12595
- Venue
- VLDB
- Year
- 2021
- Pagerank
- 5.1389201e-05
- Overall Rank
- 6,247 | 56.55%
- DOI
-
10.14778/3446095.3446102
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 22 of 22 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 254 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
0.00030540555 |
| 329 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00027249545 |
| 680 |
FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory |
2016 |
SIGMOD |
0.0001821501 |
| 819 |
Persistent B+-Trees in Non-Volatile Main Memory |
2015 |
VLDB |
0.00016298164 |
| 1,405 |
BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory |
2018 |
VLDB |
0.00012174592 |
| 1,507 |
BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications |
2017 |
SIGMOD |
0.00011617967 |
| 1,661 |
Managing Non-Volatile Memory in Database Systems |
2018 |
SIGMOD |
0.00010978755 |
| 1,888 |
Dash: Scalable Hashing on Persistent Memory |
2020 |
VLDB |
0.00010202743 |
| 2,004 |
X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing |
2019 |
SIGMOD |
9.811707e-05 |
| 2,152 |
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis |
2018 |
SIGMOD |
9.4239787e-05 |
| 2,364 |
Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries |
2020 |
SIGMOD |
8.9554751e-05 |
| 3,152 |
AnalyticDB: Real-time OLAP Database System at Alibaba Cloud |
2019 |
VLDB |
7.4711766e-05 |
| 3,277 |
A Layered Aggregate Engine for Analytics Workloads |
2019 |
SIGMOD |
7.2871625e-05 |
| 3,939 |
How to Build a Non-Volatile Memory Database Management System |
2017 |
SIGMOD |
6.6155594e-05 |
| 4,262 |
Efficient Processing of Window Functions in Analytical SQL Queries |
2015 |
VLDB |
6.3117226e-05 |
| 4,578 |
SAP HANA Adoption of Non-Volatile Memory |
2017 |
VLDB |
6.0708028e-05 |
| 4,770 |
The Case For Heterogeneous HTAP |
2017 |
CIDR |
5.9338845e-05 |
| 5,005 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7641797e-05 |
| 6,605 |
Dima: A Distributed In-Memory Similarity-Based Query Processing System |
2017 |
VLDB |
4.9965703e-05 |
| 7,262 |
HypDB: A Demonstration of Detecting, Explaining and Resolving Bias in OLAP queries |
2018 |
VLDB |
4.78584e-05 |
| 9,636 |
Data Management on Non-Volatile Memory |
2019 |
SIGMOD |
4.3111161e-05 |
| 9,637 |
Opportunities for Data Management Research in the Era of Horizontal AI/ML |
2019 |
VLDB |
4.3111161e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 3,689 |
Compacting Transactional Data in Hybrid OLTP&OLAP Databases |
2012 |
VLDB |
6.8396366e-05 |
| 8,482 |
Cost Modelling for Optimal Data Placement in Heterogeneous Main Memory |
2022 |
VLDB |
4.5010191e-05 |
| 6,114 |
Database Processing-in-Memory: An Experimental Study |
2020 |
VLDB |
5.204248e-05 |
| 1,497 |
Accelerating Relational Databases by Leveraging Remote Memory and RDMA |
2016 |
SIGMOD |
0.00011685781 |
| 13,202 |
Micro-architectural Analysis of OLAP Systems on Persistent Memory |
2022 |
CIDR |
- |
| 10,411 |
OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML |
2025 |
SIGMOD |
4.1945683e-05 |
| 7,061 |
Serving Deep Learning Models with Deduplication from Relational Databases |
2022 |
VLDB |
4.8463881e-05 |
| 5,567 |
Optimizing Data Pipelines for Machine Learning in Feature Stores |
2023 |
VLDB |
5.4305348e-05 |
| 9,364 |
FEBench: A Benchmark for Real-Time Relational Data Feature Extraction |
2023 |
VLDB |
4.3502487e-05 |
| 4,281 |
Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads |
2021 |
SIGMOD |
6.2940039e-05 |