GrapeL: Combining Graph Pattern Matching and Complex Event Processing

2020 ◽  
pp. 180-196
Author(s):  
Sebastian Ehmes ◽  
Lars Fritsche ◽  
Konrad Altenhofen
Keyword(s):  
Pattern Matching ◽  
Complex Event Processing ◽  
Event Processing ◽  
Graph Pattern Matching ◽  
Graph Pattern

Multi-Fuzzy-Objective Graph Pattern Matching with Big Graph Data

2019 ◽  
Vol 30 (4) ◽  
pp. 24-40
Author(s):  
Lei Li ◽  
Fang Zhang ◽  
Guanfeng Liu
Keyword(s):  
Pattern Matching ◽  
Particle Swarm Optimization Algorithm ◽  
Nsga Ii ◽  
Specific Domain ◽  
Graph Pattern Matching ◽  
Graph Data ◽  
Graph Pattern ◽  
Big Graph ◽  
Complex Relationships ◽  
Pattern Graph

Big graph data is different from traditional data and they usually contain complex relationships and multiple attributes. With the help of graph pattern matching, a pattern graph can be designed, satisfying special personal requirements and locate the subgraphs which match the required pattern. Then, how to locate a graph pattern with better attribute values in the big graph effectively and efficiently becomes a key problem to analyze and deal with big graph data, especially for a specific domain. This article introduces fuzziness into graph pattern matching. Then, a genetic algorithm, specifically an NSGA-II algorithm, and a particle swarm optimization algorithm are adopted for multi-fuzzy-objective optimization. Experimental results show that the proposed approaches outperform the existing approaches effectively.

Dryadic: Flexible and Fast Graph Pattern Matching at Scale

2021 ◽  
Author(s):  
Daniel Mawhirter ◽  
Samuel Reinehr ◽  
Wei Han ◽  
Noah Fields ◽  
Miles Claver ◽  
...  
Keyword(s):  
Pattern Matching ◽  
Graph Pattern Matching ◽  
Graph Pattern

scholarly journals Asynchronous Graph Pattern Matching on Multiprocessor Systems

2017 ◽  
pp. 45-53 ◽  
Author(s):  
Alexander Krause ◽  
Annett Ungethüm ◽  
Thomas Kissinger ◽  
Dirk Habich ◽  
Wolfgang Lehner
Keyword(s):  
Pattern Matching ◽  
Multiprocessor Systems ◽  
Graph Pattern Matching ◽  
Graph Pattern

Cypher-based Graph Pattern Matching in Gradoop

2017 ◽  
Author(s):  
Martin Junghanns ◽  
Max Kießling ◽  
Alex Averbuch ◽  
André Petermann ◽  
Erhard Rahm
Keyword(s):  
Pattern Matching ◽  
Graph Pattern Matching ◽  
Graph Pattern
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