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Incremental View Maintenance with Triple Lock Factorization Benefits
Summary: F-IVM is a higher-order, unified IVM with a hierarchy of views mapping key tuples to task-specific payloads, factoring keys, payloads, and updates. Extending DBToaster, it supports gradient computation over joins, matrix chain multiplication, and factorized CQ evaluation, with large speedups and lower memory.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5479
- Venue
- SIGMOD
- Year
- 2018
- Pagerank
- 6.3618329e-05
- Overall Rank
- 4,200 | 70.82%
- DOI
-
10.1145/3183713.3183758
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 23 of 23 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 2,122 |
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle |
2020 |
CIDR |
9.4905306e-05 |
| 3,785 |
Trade-offs in Static and Dynamic Evaluation of Hierarchical Queries |
2020 |
PODS |
6.7658346e-05 |
| 4,614 |
F-IVM: Learning over Fast-Evolving Relational Data |
2020 |
SIGMOD |
6.042045e-05 |
| 4,779 |
LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems |
2021 |
SIGMOD |
5.9259373e-05 |
| 4,787 |
The Relational Data Borg is Learning |
2020 |
VLDB |
5.9168117e-05 |
| 5,582 |
Conjunctive Queries with Inequalities Under Updates |
2018 |
VLDB |
5.4211286e-05 |
| 5,947 |
DBSP: Automatic Incremental View Maintenance for Rich Query Languages |
2023 |
VLDB |
5.2577662e-05 |
| 5,973 |
Change Propagation Without Joins |
2023 |
VLDB |
5.2459364e-05 |
| 6,699 |
Maintaining Acyclic Foreign-Key Joins under Updates |
2020 |
SIGMOD |
4.9534535e-05 |
| 7,397 |
Intermittent Query Processing |
2019 |
VLDB |
4.7367491e-05 |
| 7,920 |
JoinBoost: Grow Trees Over Normalized Data Using Only SQL |
2023 |
VLDB |
4.6120304e-05 |
| 8,428 |
Insert-Only versus Insert-Delete in Dynamic Query Evaluation |
2024 |
PODS |
4.5095504e-05 |
| 9,375 |
In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework |
2024 |
SIGMOD |
4.3452177e-05 |
| 9,706 |
Towards Update-Dependent Analysis of Query Maintenance |
2025 |
PODS |
4.2951473e-05 |
| 9,849 |
Reptile: Aggregation-level Explanations for Hierarchical Data |
2022 |
SIGMOD |
4.2680295e-05 |
| 9,855 |
In-Database Data Imputation |
2024 |
SIGMOD |
4.2652623e-05 |
| 10,049 |
Approximate Query Processing under Updates |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,159 |
Efficient Influential Community Search over Dynamic Graphs |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,238 |
TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics |
2026 |
VLDB |
4.1905499e-05 |
| 10,560 |
Avoiding Materialisation for Guarded Aggregate Queries |
2025 |
VLDB |
4.1905499e-05 |
| 10,794 |
Streaming View: An Efficient Data Processing Engine for Modern Real-time Data Warehouse of Alibaba Cloud |
2025 |
VLDB |
4.1905499e-05 |
| 11,222 |
Lightweight Materialization for Fast Dashboards Over Joins |
2023 |
SIGMOD |
4.1905499e-05 |
| 11,475 |
Hybrid Evaluation for Distributed Iterative Matrix Computation |
2021 |
SIGMOD |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 26 of 26 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 31 |
Provenance Semirings |
2007 |
PODS |
0.00078516827 |
| 139 |
The MADlib Analytics Library or MAD Skills, the SQL |
2012 |
VLDB |
0.00042320525 |
| 191 |
The Design of the Borealis Stream Processing Engine |
2005 |
CIDR |
0.00035714897 |
| 319 |
Overview of SciDB: Large Scale Array Storage, Processing and Analysis |
2010 |
SIGMOD |
0.00027771951 |
| 564 |
FAQ: Questions Asked Frequently |
2016 |
PODS |
0.00020002796 |
| 585 |
DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views |
2012 |
VLDB |
0.00019682634 |
| 610 |
Design and Implementation of the LogicBlox System |
2015 |
SIGMOD |
0.00019204048 |
| 638 |
Towards a Unified Architecture for in-RDBMS Analytics |
2012 |
SIGMOD |
0.00018810785 |
| 770 |
Answering Conjunctive Queries under Updates |
2017 |
PODS |
0.0001686092 |
| 832 |
Learning Linear Regression Models over Factorized Joins |
2016 |
SIGMOD |
0.00016089705 |
| 851 |
Scaling Factorization Machines to Relational Data |
2013 |
VLDB |
0.00015909639 |
| 1,054 |
The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates |
2017 |
SIGMOD |
0.00014397587 |
| 1,097 |
Trill: A High-Performance Incremental Query Processor for Diverse Analytics |
2015 |
VLDB |
0.00014083973 |
| 1,172 |
Learning Generalized Linear Models Over Normalized Data |
2015 |
SIGMOD |
0.00013504249 |
| 1,231 |
Incremental Query Evaluation in a Ring of Databases |
2010 |
PODS |
0.00013141213 |
| 1,255 |
Aggregation and Ordering in Factorised Databases |
2013 |
VLDB |
0.00013011216 |
| 1,283 |
Towards Linear Algebra over Normalized Data |
2017 |
VLDB |
0.00012826013 |
| 1,422 |
Data Management Challenges in Production Machine Learning |
2017 |
SIGMOD |
0.00012050431 |
| 1,534 |
Data Management in Machine Learning: Challenges, Techniques, and Systems |
2017 |
SIGMOD |
0.00011462072 |
| 1,970 |
Compressed Linear Algebra for Large-Scale Machine Learning |
2016 |
VLDB |
9.9024431e-05 |
| 2,260 |
LINVIEW: Incremental View Maintenance for Complex Analytical Queries |
2014 |
SIGMOD |
9.1771829e-05 |
| 3,703 |
How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates |
2016 |
SIGMOD |
6.8249334e-05 |
| 4,195 |
F: Regression Models over Factorized Views |
2016 |
VLDB |
6.3635322e-05 |
| 4,573 |
Incremental View Maintenance over Array Data |
2017 |
SIGMOD |
6.0680332e-05 |
| 6,966 |
Utilizing IDs to Accelerate Incremental View Maintenance |
2015 |
SIGMOD |
4.8754926e-05 |
| 8,879 |
Live Programming in the LogicBlox System: A MetaLogiQL Approach |
2015 |
VLDB |
4.4258941e-05 |
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