Demystifying graph databases: Analysis and taxonomy of data organization, system designs, and graph queries
Numerous irregular graph datasets, for example social networks or web graphs, may contain
even trillions of edges. Often, their structure changes over time and they have domain …
even trillions of edges. Often, their structure changes over time and they have domain …
An analysis of the graph processing landscape
The value of graph-based big data can be unlocked by exploring the topology and metrics of
the networks they represent, and the computational approaches to this exploration take on …
the networks they represent, and the computational approaches to this exploration take on …
Dlcr: Efficient indexing for label-constrained reachability queries on large dynamic graphs
Many real-world graphs, eg, social networks, biological networks, knowledge graphs,
naturally come with edge-labels, with different labels representing different relationships …
naturally come with edge-labels, with different labels representing different relationships …
The OneGraph vision: Challenges of breaking the graph model lock-in
Amazon Neptune is a graph database service that supports two graph models: W3C's
Resource Description Framework (RDF) and Labeled Property Graphs (LPG). Customers …
Resource Description Framework (RDF) and Labeled Property Graphs (LPG). Customers …
On the optimization of recursive relational queries: Application to graph queries
L Jachiet, P Genevès, N Gesbert… - Proceedings of the 2020 …, 2020 - dl.acm.org
Graph databases have received a lot of attention as they are particularly useful in many
applications such as social networks, life sciences and the semantic web. Various …
applications such as social networks, life sciences and the semantic web. Various …
Lynx: A Graph Query Framework for Multiple Heterogeneous Data Sources
Z Shen, C Hu, Z Zhao - Proceedings of the VLDB Endowment, 2023 - dl.acm.org
Graph model are increasingly popular among modern applications for its ability to model
complex relationships between entities. Users tend to query the data as a graph with graph …
complex relationships between entities. Users tend to query the data as a graph with graph …
Efficient Regular Simple Path Queries under Transitive Restricted Expressions
There are two fundamental problems in regular simple path queries (RSPQs). One is the
reachability problem which asks whether there exists a simple path between the source and …
reachability problem which asks whether there exists a simple path between the source and …
Graph data transformations in Gradoop
The analysis of graph data using graph database and distributed graph processing systems
has gained significant interest. However, relatively little effort has been devoted to preparing …
has gained significant interest. However, relatively little effort has been devoted to preparing …
Object Graph Programming
We introduce Object Graph Programming (OGO), which enables reading and modifying an
object graph (ie, the entire state of the object heap) via declarative queries. OGO models the …
object graph (ie, the entire state of the object heap) via declarative queries. OGO models the …
Implementation Strategies for Views over Property Graphs
S Han, ZG Ives - Proceedings of the ACM on Management of Data, 2024 - dl.acm.org
The need to query complex interactions and relationships has motivated interest in property
graph database platforms. For some graph applications, graph views are required to …
graph database platforms. For some graph applications, graph views are required to …