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FlowLog: Efficient and Extensible Datalog via Incrementality

Summary: FlowLog separates recursive control from per-rule relational plans, combining Datalog-specific optimization with reusable database execution primitives. Built on Differential Dataflow, it supports batch/incremental workloads and recursion-aware Boolean specialization. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
14525
Venue
VLDB
Year
2026
Pagerank
5.093636e-05
Overall Rank
10,582 | 27.40%
DOI
10.14778/3778092.3778098

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@article{zhao_vldb26,
        title = {{FlowLog: Efficient and Extensible Datalog via Incrementality}},
        author = {Zhao, Hangdong and Yu, Zhenghong and Rao, Srinag and Frisk, Simon and Fan, Zhiwei and Koutris, Paraschos},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {3},
        pages = {361--374},
        doi = {10.14778/3778092.3778098},
        url = {https://doi.org/10.14778/3778092.3778098},
        year = {2026}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,135 I Can't Believe It's Not Yannakakis: Pragmatic Bitmap Filters in Microsoft SQL Server 2026 CIDR 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 28 of 28 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 0.00059843817
18 How Good Are Query Optimizers, Really? 2016 VLDB 0.00059284255
241 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023654664
358 FAQ: Questions Asked Frequently 2016 PODS 0.00020243592
455 Differential dataflow 2013 CIDR 0.00018133241
1,109 What do Shannon-type Inequalities, Submodular Width, and Disjunctive Datalog have to do with one another? 2017 PODS 0.00012142685
1,740 Adopting Worst-Case Optimal Joins in Relational Database Systems 2020 VLDB 9.875587e-05
2,000 Data Management for Data Science: Towards Embedded Analytics 2020 CIDR 9.3336258e-05
2,156 Quickstep: A Data Platform Based on the Scaling-Up Approach 2018 VLDB 9.0635624e-05
2,425 Diagnosis of Asynchronous Discrete Event Systems: Datalog to the Rescue! 2005 PODS 8.6005163e-05
2,594 Big Data Analytics with Datalog Queries on Spark 2016 SIGMOD 8.3646367e-05
2,600 Convergence of Datalog over (Pre-) Semirings 2022 PODS 8.3571843e-05
3,622 Robust Join Processing with Diamond Hardened Joins 2024 VLDB 7.2465862e-05
4,273 User-Defined Operators: Efficiently Integrating Custom Algorithms into Modern Databases 2022 VLDB 6.7909197e-05
4,534 Shared Arrangements: practical inter-query sharing for streaming dataflows 2020 VLDB 6.6420049e-05
4,553 Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries 2024 CIDR 6.6346951e-05
5,761 Rel: A Programming Language for Relational Data 2025 SIGMOD 6.0957569e-05
5,781 Free Join: Unifying Worst-Case Optimal and Traditional Joins 2023 SIGMOD 6.0910397e-05
5,783 Scaling-Up In-Memory Datalog Processing: Observations and Techniques 2019 VLDB 6.0899186e-05
6,301 Evaluating Datalog over Semirings: A Grounding-based Approach 2024 PODS 5.9213518e-05
7,035 Optimizing Recursive Queries with Program Synthesis 2022 SIGMOD 5.7216112e-05
7,118 Efficient Identification of Implicit Facts in Incomplete OWL2-EL Knowledge Bases 2014 VLDB 5.6973262e-05
8,858 Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines 2022 SIGMOD 5.3567857e-05
8,982 Automatic Index Selection for Large-Scale Datalog Computation 2019 VLDB 5.3397715e-05
9,341 Optimizing Distributed Protocols with Query Rewrites 2024 SIGMOD 5.2859171e-05
9,957 How DuckDB is USING KEY to Unlock Recursive Query Performance 2025 SIGMOD 5.1879626e-05
9,959 Datalog with First-Class Facts 2025 VLDB 5.1879626e-05
9,960 Optimizing Nested Recursive Queries 2024 SIGMOD 5.1879626e-05
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