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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
5083
Venue
SIGMOD
Year
2015
Pagerank
0.000175757
Overall Rank
490 | 96.64%
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 56 citing papers.

Rank Citing Paper Year Venue Pagerank
211 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00024797217
321 Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems 2018 PODS 0.00021283186
358 FAQ: Questions Asked Frequently 2016 PODS 0.00020243592
536 Learning Linear Regression Models over Factorized Joins 2016 SIGMOD 0.0001693369
809 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00013874588
814 Hypertree Decompositions: Questions and Answers 2016 PODS 0.00013841737
1,237 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00011545768
1,740 Adopting Worst-Case Optimal Joins in Relational Database Systems 2020 VLDB 9.875587e-05
2,035 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 9.2787188e-05
2,126 Kuzu* Graph Database Management System 2023 CIDR 9.1329991e-05
2,731 Neural Subgraph Counting with Wasserstein Estimator 2022 SIGMOD 8.1959181e-05
2,927 In-Database Learning with Sparse Tensors 2018 PODS 7.9531195e-05
3,206 Incremental View Maintenance with Triple Lock Factorization Benefits 2018 SIGMOD 7.6367549e-05
4,128 The Relational Data Borg is Learning 2020 VLDB 6.8850804e-05
4,747 High-Level Why-Not Explanations using Ontologies 2015 PODS 6.5252099e-05
4,845 Explaining Outputs in Modern Data Analytics 2016 VLDB 6.4818607e-05
4,920 The Vadalog System: Datalog-based Reasoning for Knowledge Graphs 2018 VLDB 6.4449498e-05
4,943 Datalog Unchained 2021 PODS 6.4332239e-05
4,972 On the Optimization of Recursive Relational Queries: Application to Graph Queries 2020 SIGMOD 6.4193234e-05
4,983 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 6.4127092e-05
5,275 RapidFlow: An Efficient Approach to Continuous Subgraph Matching 2022 VLDB 6.2873652e-05
5,461 HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings 2019 PODS 6.2090515e-05
5,529 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.18591e-05
5,761 Rel: A Programming Language for Relational Data 2025 SIGMOD 6.0957569e-05
5,870 An In-Depth Study of Continuous Subgraph Matching 2022 VLDB 6.061038e-05
6,143 ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation 2019 VLDB 5.9622615e-05
6,159 General and Fractional Hypertree Decompositions: Hard and Easy Cases 2018 PODS 5.9542729e-05
6,203 Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing 2020 SIGMOD 5.9447217e-05
6,325 Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation 2021 SIGMOD 5.9125893e-05
6,387 Modern Techniques for Querying Graph-Structured Relations: Foundations, System Implementations, and Open Challenges 2022 VLDB 5.8896555e-05
6,672 Computing Join Queries with Functional Dependencies 2016 PODS 5.8070233e-05
6,950 SQL Nulls and Two-Valued Logic 2023 PODS 5.7303405e-05
7,978 ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning 2023 VLDB 5.514996e-05
8,464 LogiQL: a Declarative Language for Enterprise Applications 2015 PODS 5.4198965e-05
8,858 Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines 2022 SIGMOD 5.3567857e-05
8,890 Live Programming in the LogicBlox System: A MetaLogiQL Approach 2015 VLDB 5.3508903e-05
8,929 Distributed and Streaming Linear Programming in Low Dimensions 2019 PODS 5.3483178e-05
8,982 Automatic Index Selection for Large-Scale Datalog Computation 2019 VLDB 5.3397715e-05
9,337 Efficiently Enumerating Minimal Triangulations 2017 PODS 5.2876688e-05
9,522 Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning 2022 VLDB 5.2557598e-05
9,811 Schema-Based Query Optimisation for Graph Databases 2025 SIGMOD 5.214913e-05
9,850 Materializing Knowledge Bases via Trigger Graphs 2021 VLDB 5.2094004e-05
9,872 TC-Match: Fast Time-constrained Continuous Subgraph Matching 2024 VLDB 5.2043672e-05
9,959 Datalog with First-Class Facts 2025 VLDB 5.1879626e-05
9,960 Optimizing Nested Recursive Queries 2024 SIGMOD 5.1879626e-05
10,148 Size Bound-Adorned Datalog 2026 PODS 5.093636e-05
10,428 An Extensive Experimental Study of Indexes in Continuous Subgraph Matching:[Experiments & Analysis] 2026 SIGMOD 5.093636e-05
10,524 A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs 2026 VLDB 5.093636e-05
10,762 Fast Hypertree Decompositions via Linear Programming: Fractional and Generalized 2025 SIGMOD 5.093636e-05
10,765 HoneyComb: A Parallel Worst-Case Optimal Join on Multicores 2025 SIGMOD 5.093636e-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
61 Maintaining Views Incrementally 1993 SIGMOD 0.00039026867
411 Worst-case Optimal Join Algorithms 2012 PODS 0.00018902089
1,043 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.0001244565
1,096 Tiresias: The Database Oracle for How-To Queries 2012 SIGMOD 0.00012189583
1,240 Consistency Analysis in Bloom: a CALM and Collected Approach 2011 CIDR 0.00011536847
5,473 Datalog and Emerging Applications: An Interactive Tutorial 2011 SIGMOD 6.2055397e-05
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