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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
5021
Venue
SIGMOD
Year
2015
Pagerank
0.00019181325
Overall Rank
613 | 95.74%
DOI
10.1145/2723372.2742796

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 50 of 52 citing papers.

Rank Citing Paper Year Venue Pagerank
342 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00026795977
583 FAQ: Questions Asked Frequently 2016 PODS 0.00019717214
834 Learning Linear Regression Models over Factorized Joins 2016 SIGMOD 0.00016135159
1,328 Hypertree Decompositions: Questions and Answers 2016 PODS 0.00012565612
1,333 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00012523806
1,924 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00010077055
2,275 Adopting Worst-Case Optimal Joins in Relational Database Systems 2020 VLDB 9.1262202e-05
2,962 Kuzu* Graph Database Management System 2023 CIDR 7.8101752e-05
3,001 Neural Subgraph Counting with Wasserstein Estimator 2022 SIGMOD 7.7404487e-05
3,036 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 7.6735171e-05
4,197 Incremental View Maintenance with Triple Lock Factorization Benefits 2018 SIGMOD 6.367895e-05
4,787 The Relational Data Borg is Learning 2020 VLDB 5.9224501e-05
5,077 HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings 2019 PODS 5.7153846e-05
5,165 The Vadalog System: Datalog-based Reasoning for Knowledge Graphs 2018 VLDB 5.6529675e-05
5,209 Explaining Outputs in Modern Data Analytics 2016 VLDB 5.629362e-05
5,259 On the Optimization of Recursive Relational Queries: Application to Graph Queries 2020 SIGMOD 5.5984356e-05
5,418 High-Level Why-Not Explanations using Ontologies 2015 PODS 5.5178123e-05
5,705 Datalog Unchained 2021 PODS 5.3621239e-05
5,926 RapidFlow: An Efficient Approach to Continuous Subgraph Matching 2022 VLDB 5.271318e-05
6,216 Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing 2020 SIGMOD 5.1534945e-05
6,281 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 5.128862e-05
6,303 Rel: A Programming Language for Relational Data 2025 SIGMOD 5.1214271e-05
6,395 An In-Depth Study of Continuous Subgraph Matching 2022 VLDB 5.0829204e-05
6,404 ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation 2019 VLDB 5.0786954e-05
6,639 Modern Techniques for Querying Graph-Structured Relations: Foundations, System Implementations, and Open Challenges 2022 VLDB 4.9801324e-05
6,704 Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation 2021 SIGMOD 4.9554912e-05
6,781 SQL Nulls and Two-Valued Logic 2023 PODS 4.927459e-05
6,824 Computing Join Queries with Functional Dependencies 2016 PODS 4.9144789e-05
7,126 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 4.8232367e-05
8,026 ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning 2023 VLDB 4.6030518e-05
8,354 LogiQL: a Declarative Language for Enterprise Applications 2015 PODS 4.538638e-05
8,759 Distributed and Streaming Linear Programming in Low Dimensions 2019 PODS 4.456315e-05
8,880 Live Programming in the LogicBlox System: A MetaLogiQL Approach 2015 VLDB 4.4301403e-05
8,883 Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines 2022 SIGMOD 4.4285471e-05
8,994 Automatic Index Selection for Large-Scale Datalog Computation 2019 VLDB 4.4129398e-05
9,091 Efficiently Enumerating Minimal Triangulations 2017 PODS 4.39823e-05
9,377 Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning 2022 VLDB 4.347117e-05
9,676 Schema-Based Query Optimisation for Graph Databases 2025 SIGMOD 4.3047774e-05
9,714 Materializing Knowledge Bases via Trigger Graphs 2021 VLDB 4.299267e-05
9,730 TC-Match: Fast Time-constrained Continuous Subgraph Matching 2024 VLDB 4.2942813e-05
9,813 Datalog with First-Class Facts 2025 VLDB 4.2783272e-05
9,814 Optimizing Nested Recursive Queries 2024 SIGMOD 4.2783272e-05
10,139 An Extensive Experimental Study of Indexes in Continuous Subgraph Matching:[Experiments & Analysis] 2026 SIGMOD 4.1945683e-05
10,236 A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs 2026 VLDB 4.1945683e-05
10,483 Fast Hypertree Decompositions via Linear Programming: Fractional and Generalized 2025 SIGMOD 4.1945683e-05
10,488 HoneyComb: A Parallel Worst-Case Optimal Join on Multicores 2025 SIGMOD 4.1945683e-05
10,514 cuMatch: A GPU-based Memory-Efficient Worst-case Optimal Join Processing Method for Subgraph Queries with Complex Patterns 2025 SIGMOD 4.1945683e-05
10,632 Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach 2025 VLDB 4.1945683e-05
10,826 Vadacode: A Logician-friendly IDE for Datalog+/- 2025 VLDB 4.1945683e-05
11,130 The Vadalog Parallel System: Distributed Reasoning with Datalog+/- 2024 VLDB 4.1945683e-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
95 Maintaining Views Incrementally 1993 SIGMOD 0.00050896659
502 Worst-case Optimal Join Algorithms 2012 PODS 0.00021526612
1,014 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.00014640258
1,310 Consistency Analysis in Bloom: a CALM and Collected Approach 2011 CIDR 0.00012658593
1,371 Tiresias: The Database Oracle for How-To Queries 2012 SIGMOD 0.00012323502
5,620 Datalog and Emerging Applications: An Interactive Tutorial 2011 SIGMOD 5.407079e-05
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