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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
5022
Venue
SIGMOD
Year
2015
Pagerank
0.00019204048
Overall Rank
610 | 95.77%
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
341 EmptyHeaded: A Relational Engine for Graph Processing 2016 SIGMOD 0.00026850764
564 FAQ: Questions Asked Frequently 2016 PODS 0.00020002796
832 Learning Linear Regression Models over Factorized Joins 2016 SIGMOD 0.00016089705
1,322 Hypertree Decompositions: Questions and Answers 2016 PODS 0.00012595941
1,334 Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins 2019 VLDB 0.00012543633
1,906 In-Memory Subgraph Matching: An In-depth Study 2020 SIGMOD 0.00010135267
2,281 Adopting Worst-Case Optimal Joins in Relational Database Systems 2020 VLDB 9.122455e-05
2,962 Kuzu* Graph Database Management System 2023 CIDR 7.8069285e-05
2,988 Neural Subgraph Counting with Wasserstein Estimator 2022 SIGMOD 7.7752463e-05
3,034 RapidMatch: A Holistic Approach to Subgraph Query Processing 2021 VLDB 7.6737281e-05
4,200 Incremental View Maintenance with Triple Lock Factorization Benefits 2018 SIGMOD 6.3618329e-05
4,787 The Relational Data Borg is Learning 2020 VLDB 5.9168117e-05
5,076 HyperBench: A Benchmark and Tool for Hypergraphs and Empirical Findings 2019 PODS 5.709895e-05
5,166 The Vadalog System: Datalog-based Reasoning for Knowledge Graphs 2018 VLDB 5.6475375e-05
5,212 Explaining Outputs in Modern Data Analytics 2016 VLDB 5.6239563e-05
5,267 On the Optimization of Recursive Relational Queries: Application to Graph Queries 2020 SIGMOD 5.5930569e-05
5,428 High-Level Why-Not Explanations using Ontologies 2015 PODS 5.5125084e-05
5,716 Datalog Unchained 2021 PODS 5.3569788e-05
5,921 RapidFlow: An Efficient Approach to Continuous Subgraph Matching 2022 VLDB 5.2681722e-05
5,968 A Comprehensive Survey and Experimental Study of Subgraph Matching: Trends, Unbiasedness, and Interaction 2024 SIGMOD 5.2469955e-05
6,209 Automating Incremental and Asynchronous Evaluation for Recursive Aggregate Data Processing 2020 SIGMOD 5.1508692e-05
6,303 Rel: A Programming Language for Relational Data 2025 SIGMOD 5.1165121e-05
6,391 An In-Depth Study of Continuous Subgraph Matching 2022 VLDB 5.0780425e-05
6,400 ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation 2019 VLDB 5.0739311e-05
6,640 Modern Techniques for Querying Graph-Structured Relations: Foundations, System Implementations, and Open Challenges 2022 VLDB 4.9753538e-05
6,705 Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation 2021 SIGMOD 4.9507418e-05
6,781 SQL Nulls and Two-Valued Logic 2023 PODS 4.9227317e-05
6,822 Computing Join Queries with Functional Dependencies 2016 PODS 4.9101655e-05
7,122 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 4.8199209e-05
8,027 ADOPT: Adaptively Optimizing Attribute Orders for Worst-Case Optimal Join Algorithms via Reinforcement Learning 2023 VLDB 4.5986382e-05
8,350 LogiQL: a Declarative Language for Enterprise Applications 2015 PODS 4.5342845e-05
8,755 Distributed and Streaming Linear Programming in Low Dimensions 2019 PODS 4.4520434e-05
8,879 Live Programming in the LogicBlox System: A MetaLogiQL Approach 2015 VLDB 4.4258941e-05
8,884 Optimizing Parallel Recursive Datalog Evaluation on Multicore Machines 2022 SIGMOD 4.4243024e-05
9,000 Automatic Index Selection for Large-Scale Datalog Computation 2019 VLDB 4.4087102e-05
9,088 Efficiently Enumerating Minimal Triangulations 2017 PODS 4.3940132e-05
9,385 Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning 2022 VLDB 4.342951e-05
9,676 Schema-Based Query Optimisation for Graph Databases 2025 SIGMOD 4.3006524e-05
9,713 Materializing Knowledge Bases via Trigger Graphs 2021 VLDB 4.2951473e-05
9,729 TC-Match: Fast Time-constrained Continuous Subgraph Matching 2024 VLDB 4.2901665e-05
9,812 Datalog with First-Class Facts 2025 VLDB 4.2742278e-05
9,813 Optimizing Nested Recursive Queries 2024 SIGMOD 4.2742278e-05
10,139 An Extensive Experimental Study of Indexes in Continuous Subgraph Matching:[Experiments & Analysis] 2026 SIGMOD 4.1905499e-05
10,236 A Semantics-aware Approach for Graph Edit Distance Estimation over Knowledge Graphs 2026 VLDB 4.1905499e-05
10,493 Fast Hypertree Decompositions via Linear Programming: Fractional and Generalized 2025 SIGMOD 4.1905499e-05
10,498 HoneyComb: A Parallel Worst-Case Optimal Join on Multicores 2025 SIGMOD 4.1905499e-05
10,523 cuMatch: A GPU-based Memory-Efficient Worst-case Optimal Join Processing Method for Subgraph Queries with Complex Patterns 2025 SIGMOD 4.1905499e-05
10,640 Efficient and Accurate Subgraph Counting: A Bottom-up Flow-learning Based Approach 2025 VLDB 4.1905499e-05
10,831 Vadacode: A Logician-friendly IDE for Datalog+/- 2025 VLDB 4.1905499e-05
11,133 The Vadalog Parallel System: Distributed Reasoning with Datalog+/- 2024 VLDB 4.1905499e-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
97 Maintaining Views Incrementally 1993 SIGMOD 0.00050863077
503 Worst-case Optimal Join Algorithms 2012 PODS 0.00021517145
1,015 Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS 2011 VLDB 0.00014630577
1,311 Consistency Analysis in Bloom: a CALM and Collected Approach 2011 CIDR 0.00012650881
1,376 Tiresias: The Database Oracle for How-To Queries 2012 SIGMOD 0.00012315734
5,629 Datalog and Emerging Applications: An Interactive Tutorial 2011 SIGMOD 5.4018902e-05
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