We are delighted to present the papers from the 7th GRADES-NDA Joint Workshop on Graph Data Management Experiences & Systems and Network Data Analytics which took place on 14th June 2024 co-located with ACM SIGMOD held in Santiago, Chile.
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Understanding High-Performance Subgraph Pattern Matching: A Systems Perspective
Subgraph isomorphism is a crucial problem in graph-analytics with wide-ranging applications. This paper examines and compares two high-performance solutions to this problem: backtracking, represented by VF3, and compilation, represented by Dryadic. ...
Space & Time Efficient Leapfrog Triejoin
Leapfrog Triejoin (LTJ) is arguably the most practical and popular worst-case-optimal (wco) algorithm for solving basic graph patterns in graph databases. Its main drawback is that it needs the database triples (subject, predicate, object) represented as ...
TelarKG: a Knowledge Graph of Chile's Constitutional Process
- Renzo Angles,
- Vicente Calisto,
- Javiera Díaz,
- Sebastián Ferrada,
- Aidan Hogan,
- Alexander Pinto,
- Juan Reutter,
- Carlos Rojas,
- Henry Rosales-Méndez,
- Hernan Sarmiento,
- Etienne Toussaint,
- Domagoj Vrgoč
In this paper we present TelarKG, a knowledge graph (KG) that consolidates multiple sources of information regarding the Chilean Constitutional process, particularly about the work of the members of the Constitutional Convention. TelarKG contains a wide ...
Optimizing Differential Computation for Large-Scale Graph Processing
Differential computation (DC) has emerged as a powerful general technique for maintaining computations over evolving datasets, even those containing arbitrarily nested loops, making DC particularly well-suited for graph computations. However, the general ...
A Benchmark to Understand the Role of Knowledge Graphs on Large Language Model's Accuracy for Question Answering on Enterprise SQL Databases
Enterprise applications of Large Language Models (LLMs) hold promise for question answering on enterprise SQL databases. However, the extent to which LLMs can accurately respond to enterprise questions in such databases remains unclear, given the absence ...
HomeRun: A Cardinality Estimation Advisor for Graph Databases
Database systems depend on cardinality estimates for generation of optimal query execution plans. Selecting an appropriate cardinality estimation technique involves navigating trade-offs, including the accuracy of estimates, time required for estimation, ...
Recommendations
GRADES-NDA'24: 7th Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA)
SIGMOD/PODS '24: Companion of the 2024 International Conference on Management of DataGRADES-NDA is the premier workshop series on graph data management and analytics that aims to bring together researchers from academia, industry, and governmental organizations. GRADES-NDA'24 is a forum for discussing recent advances in (large-scale) ...
Acceptance Rates
Year | Submitted | Accepted | Rate |
---|---|---|---|
GRADES-NDA'20 | 15 | 9 | 60% |
GRADES-NDA'19 | 20 | 10 | 50% |
GRADES-NDA '18 | 26 | 10 | 38% |
Overall | 61 | 29 | 48% |