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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
h28de5d9b8cc46009
Venue
SIGMOD
Year
2018
Pagerank
7.6357579e-05
Overall Rank
3,112 | 79.08%
DOI
10.1145/3183713.3183758

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{nikolic_sigmod18,
        title = {{Incremental View Maintenance with Triple Lock Factorization Benefits}},
        author = {Nikolic, Milos and Olteanu, Dan},
        series = {{SIGMOD} '18},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3183713.3183758},
        url = {https://dl.acm.org/doi/10.1145/3183713.3183758},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
1,668 SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle 2020 CIDR 9.9371612e-05
3,187 Trade-offs in Static and Dynamic Evaluation of Hierarchical Queries 2020 PODS 7.5546613e-05
3,673 DBSP: Automatic Incremental View Maintenance for Rich Query Languages 2023 VLDB 7.1092596e-05
4,161 The Relational Data Borg is Learning 2020 VLDB 6.7700593e-05
4,334 LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems 2021 SIGMOD 6.6569314e-05
4,699 F-IVM: Learning over Fast-Evolving Relational Data 2020 SIGMOD 6.4633894e-05
5,057 Change Propagation Without Joins 2023 VLDB 6.2927647e-05
5,145 Conjunctive Queries with Inequalities Under Updates 2018 VLDB 6.2566119e-05
6,386 Maintaining Acyclic Foreign-Key Joins under Updates 2020 SIGMOD 5.8040725e-05
6,550 JoinBoost: Grow Trees Over Normalized Data Using Only SQL 2023 VLDB 5.7503043e-05
6,796 Intermittent Query Processing 2019 VLDB 5.6803529e-05
6,876 Insert-Only versus Insert-Delete in Dynamic Query Evaluation 2024 PODS 5.6586279e-05
7,917 Avoiding Materialisation for Guarded Aggregate Queries 2025 VLDB 5.4276002e-05
9,148 In-depth Analysis of Continuous Subgraph Matching in a Common Delta Query Compilation Framework 2024 SIGMOD 5.2189946e-05
10,028 Towards Update-Dependent Analysis of Query Maintenance 2025 PODS 5.0925155e-05
10,181 In-Database Data Imputation 2024 SIGMOD 5.0653015e-05
10,188 Reptile: Aggregation-level Explanations for Hierarchical Data 2022 SIGMOD 5.0651993e-05
10,387 Towards Parameterized Hardness on Maintaining Conjunctive Queries 2026 PODS 4.9793485e-05
10,544 Approximate Query Processing under Updates 2026 SIGMOD 4.9793485e-05
10,636 Efficient Influential Community Search over Dynamic Graphs 2026 SIGMOD 4.9793485e-05
10,710 TurboLynx: Schemaless Graph Engine Strikes Back for General-Purpose Analytics 2026 VLDB 4.9793485e-05
10,885 Storing and Indexing Multiple Tables by Interesting Orderings: For Efficient Joins, Groupings, and Updates in Relational Databases 2026 VLDB 4.9793485e-05
11,382 Streaming View: An Efficient Data Processing Engine for Modern Real-time Data Warehouse of Alibaba Cloud 2025 VLDB 4.9793485e-05
11,735 Lightweight Materialization for Fast Dashboards Over Joins 2023 SIGMOD 4.9793485e-05
11,976 Hybrid Evaluation for Distributed Iterative Matrix Computation 2021 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 27 of 27 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
17 Provenance Semirings 2007 PODS 0.00059752575
105 The MADlib Analytics Library or MAD Skills, the SQL 2012 VLDB 0.00033638251
127 The Design of the Borealis Stream Processing Engine 2005 CIDR 0.00030427614
248 Overview of SciDB: Large Scale Array Storage, Processing and Analysis 2010 SIGMOD 0.00023189805
357 FAQ: Questions Asked Frequently 2016 PODS 0.00020020639
408 DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views 2012 VLDB 0.00018900199
466 Design and Implementation of the LogicBlox System 2015 SIGMOD 0.00017773029
503 Towards a Unified Architecture for in-RDBMS Analytics 2012 SIGMOD 0.00017202276
521 Learning Linear Regression Models over Factorized Joins 2016 SIGMOD 0.00016929744
637 Answering Conjunctive Queries under Updates 2017 PODS 0.00015341557
685 Trill: A High-Performance Incremental Query Processor for Diverse Analytics 2015 VLDB 0.00014782777
730 Learning Generalized Linear Models Over Normalized Data 2015 SIGMOD 0.00014406936
812 The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates 2017 SIGMOD 0.00013729015
849 Aggregation and Ordering in Factorised Databases 2013 VLDB 0.00013504405
851 Scaling Factorization Machines to Relational Data 2013 VLDB 0.00013457975
978 Incremental Query Evaluation in a Ring of Databases 2010 PODS 0.00012731074
1,153 Data Management Challenges in Production Machine Learning 2017 SIGMOD 0.00011798912
1,255 Data Management in Machine Learning: Challenges, Techniques, and Systems 2017 SIGMOD 0.00011325762
1,256 Towards Linear Algebra over Normalized Data 2017 VLDB 0.00011314687
1,614 Compressed Linear Algebra for Large-Scale Machine Learning 2016 VLDB 0.00010071891
2,087 LINVIEW: Incremental View Maintenance for Complex Analytical Queries 2014 SIGMOD 9.068879e-05
2,975 In-Database Learning with Sparse Tensors 2018 PODS 7.7907759e-05
3,128 How to Win a Hot Dog Eating Contest: Distributed Incremental View Maintenance with Batch Updates 2016 SIGMOD 7.6151967e-05
3,373 F: Regression Models over Factorized Views 2016 VLDB 7.3661025e-05
4,503 Incremental View Maintenance over Array Data 2017 SIGMOD 6.5734419e-05
6,853 Utilizing IDs to Accelerate Incremental View Maintenance 2015 SIGMOD 5.6647271e-05
9,048 Live Programming in the LogicBlox System: A MetaLogiQL Approach 2015 VLDB 5.2308307e-05
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