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Design and Implementation of the LogicBlox System

Summary: LogicBlox offers a unified declarative framework (LogiQL) on Datalog for self-service systems. Key innovations: functional data structures, join processing, maintenance, live programming, concurrency control, and prescriptive/predictive analytics. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h740d13d34fb9283e
Venue
SIGMOD
Year
2015
Pagerank
0.00017773029
Overall Rank
466 | 96.87%
DOI
10.1145/2723372.2742796

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{aref_sigmod15,
        title = {{Design and Implementation of the LogicBlox System}},
        author = {Aref, Molham and Cate, Balder ten and Green, Todd J. and Pasalic, Emir and Veldhuizen, Todd L. and Kimelfeld, Benny and Olteanu, Dan and Washburn, Geoffrey},
        series = {{SIGMOD} '15},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2723372.2742796},
        url = {https://dl.acm.org/doi/10.1145/2723372.2742796},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 59 citing papers.

Rank Citing Paper Year Venue Pagerank
208 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00024884544
315 Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems 2018 PODS 0.00021246
357 FAQ: Questions Asked Frequently 2016 PODS 0.00020020639
521 Learning Linear Regression Models over Factorized Joins 2016 SIGMOD 0.00016929744
712 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00014578373
818 Hypertree Decompositions: Questions and Answers 2016 PODS 0.0001366708
1,180 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011627669
1,596 Adopting Worst-Case Optimal Joins in Relational Database Systems 2020 VLDB 0.00010127607
1,752 Kuzu* Graph Database Management System 2023 CIDR 9.7289339e-05
2,014 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.1832045e-05
2,634 Neural Subgraph Counting with Wasserstein Estimator 2022 SIGMOD 8.1993804e-05
2,975 In-Database Learning with Sparse Tensors 2018 PODS 7.7907759e-05
3,112 Incremental View Maintenance with Triple Lock Factorization Benefits 2018 SIGMOD 7.6357579e-05
4,075 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.8188389e-05
4,161 The Relational Data Borg is Learning 2020 VLDB 6.7700593e-05
4,840 High-Level Why-Not Explanations using Ontologies 2015 PODS 6.3858476e-05
4,874 Rel: A Programming Language for Relational Data 2025 SIGMOD 6.3727742e-05
4,940 Explaining Outputs in Modern Data Analytics 2016 VLDB 6.345789e-05
4,950 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.3421691e-05
5,035 The Vadalog System: Datalog-based Reasoning for Knowledge Graphs 2018 VLDB 6.3038469e-05
5,050 On the Optimization of Recursive Relational Queries: Application to Graph Queries 2020 SIGMOD 6.2976106e-05
5,067 Datalog Unchained 2021 PODS 6.2898972e-05
5,377 RapidFlow: An Efficient Approach to Continuous Subgraph Matching 2022 VLDB 6.1562325e-05
5,601 HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings 2019 PODS 6.0706976e-05
5,901 Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation 2021 SIGMOD 5.9539374e-05
5,984 An In-Depth Study of Continuous Subgraph Matching 2022 VLDB 5.926237e-05
6,013 SQL Nulls and Two-Valued Logic 2023 PODS 5.9141967e-05
6,246 ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation 2019 VLDB 5.8370793e-05
6,264 General and Fractional Hypertree Decompositions: Hard and Easy Cases 2018 PODS 5.8308708e-05
6,309 Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing 2020 SIGMOD 5.8176815e-05
6,485 Modern Techniques for Querying Graph-Structured Relations: Foundations, System Implementations, and Open Challenges 2022 VLDB 5.7688767e-05
6,739 Computing Join Queries with Functional Dependencies 2016 PODS 5.6917027e-05
7,367 ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning 2023 VLDB 5.5411636e-05
8,356 Optimizing Nested Recursive Queries 2024 SIGMOD 5.3481891e-05
8,631 LogiQL: a Declarative Language for Enterprise Applications 2015 PODS 5.2986408e-05
9,018 Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines 2022 SIGMOD 5.2365938e-05
9,048 Live Programming in the LogicBlox System: A MetaLogiQL Approach 2015 VLDB 5.2308307e-05
9,090 Distributed and Streaming Linear Programming in Low Dimensions 2019 PODS 5.2283159e-05
9,116 Automatic Index Selection for Large-Scale Datalog Computation 2019 VLDB 5.2270261e-05
9,516 Efficiently Enumerating Minimal Triangulations 2017 PODS 5.1690578e-05
9,704 Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning 2022 VLDB 5.1378347e-05
9,950 HoneyComb: A Parallel Worst-Case Optimal Join on Multicores 2025 SIGMOD 5.1038322e-05
9,980 Schema-Based Query Optimisation for Graph Databases 2025 SIGMOD 5.1013913e-05
10,034 Materializing Knowledge Bases via Trigger Graphs 2021 VLDB 5.0925155e-05
10,062 TC-Match: Fast Time-constrained Continuous Subgraph Matching 2024 VLDB 5.0875952e-05
10,149 Datalog with First-Class Facts 2025 VLDB 5.0715586e-05
10,365 Size Bound-Adorned Datalog 2026 PODS 4.9793485e-05
10,617 An Extensive Experimental Study of Indexes in Continuous Subgraph Matching:[Experiments & Analysis] 2026 SIGMOD 4.9793485e-05
10,708 A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs 2026 VLDB 4.9793485e-05
10,768 One Join Order Does Not Fit All: Reducing Intermediate Results with Per-Split Query Plans 2026 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank Cited Paper Year Venue Pagerank
62 Maintaining Views Incrementally 1993 SIGMOD 0.00039045511
402 Worst-case Optimal Join Algorithms 2012 PODS 0.00019104625
1,051 Tiresias: The Database Oracle for How-To Queries 2012 SIGMOD 0.00012279821
1,062 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.0001221201
1,245 Consistency Analysis in Bloom: a CALM and Collected Approach 2011 CIDR 0.00011353116
5,592 Datalog and Emerging Applications: An Interactive Tutorial 2011 SIGMOD 6.0736086e-05
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