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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
- 12596
- Venue
- VLDB
- Year
- 2021
- Pagerank
- 5.1351431e-05
- Overall Rank
- 6,242 | 56.62%
- 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 |
| 252 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
0.00030532082 |
| 332 |
Accelerating Machine Learning Inference with Probabilistic Predicates |
2018 |
SIGMOD |
0.00027173479 |
| 643 |
FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory |
2016 |
SIGMOD |
0.00018733394 |
| 809 |
Persistent B+-Trees in Non-Volatile Main Memory |
2015 |
VLDB |
0.00016409797 |
| 1,306 |
BzTree: A High-Performance Latch-free Range Index for Non-Volatile Memory |
2018 |
VLDB |
0.00012674725 |
| 1,503 |
BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications |
2017 |
SIGMOD |
0.0001161148 |
| 1,649 |
Managing Non-Volatile Memory in Database Systems |
2018 |
SIGMOD |
0.00011006201 |
| 1,823 |
Dash: Scalable Hashing on Persistent Memory |
2020 |
VLDB |
0.00010403355 |
| 1,932 |
X-Engine: An Optimized Storage Engine for Large-scale E-commerce Transaction Processing |
2019 |
SIGMOD |
0.00010050776 |
| 2,157 |
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis |
2018 |
SIGMOD |
9.4153917e-05 |
| 2,364 |
Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries |
2020 |
SIGMOD |
8.955077e-05 |
| 3,153 |
AnalyticDB: Real-time OLAP Database System at Alibaba Cloud |
2019 |
VLDB |
7.4706916e-05 |
| 3,280 |
A Layered Aggregate Engine for Analytics Workloads |
2019 |
SIGMOD |
7.2813732e-05 |
| 3,937 |
How to Build a Non-Volatile Memory Database Management System |
2017 |
SIGMOD |
6.6114468e-05 |
| 4,257 |
Efficient Processing of Window Functions in Analytical SQL Queries |
2015 |
VLDB |
6.3050642e-05 |
| 4,576 |
SAP HANA Adoption of Non-Volatile Memory |
2017 |
VLDB |
6.0660324e-05 |
| 4,774 |
The Case For Heterogeneous HTAP |
2017 |
CIDR |
5.9279395e-05 |
| 5,020 |
Adaptive HTAP through Elastic Resource Scheduling |
2020 |
SIGMOD |
5.7482116e-05 |
| 6,559 |
Dima: A Distributed In-Memory Similarity-Based Query Processing System |
2017 |
VLDB |
5.00593e-05 |
| 7,262 |
HypDB: A Demonstration of Detecting, Explaining and Resolving Bias in OLAP queries |
2018 |
VLDB |
4.7811818e-05 |
| 9,635 |
Data Management on Non-Volatile Memory |
2019 |
SIGMOD |
4.3070106e-05 |
| 9,636 |
Opportunities for Data Management Research in the Era of Horizontal AI/ML |
2019 |
VLDB |
4.3070106e-05 |
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- |
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SIGMOD |
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| 5,575 |
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| 9,372 |
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VLDB |
4.3461481e-05 |
| 4,269 |
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SIGMOD |
6.2950779e-05 |