GPU-Accelerated Approaches for Graph Data Processing

Y Yu - 2023 - opus.lib.uts.edu.au
This thesis investigates the increasing necessity of processing large-scale graph data
across various domains, like bioinformatics and social networking, where traditional CPU …

Graph Data Processing and Analysis: From Algorithms to System Development

S Li - 2022 - unsworks.unsw.edu.au
There are many real-world application domains where data can be naturally modelled as
graphs, such as social networks and computer networks. The amount of data generated and …

[PDF][PDF] Fast, scalable worst-case optimal joins for graphpattern matching on in-memory graphs in Spark

P Fuchs - 2019 - homepages.cwi.nl
Graph pattern matching is a challenge for data processing systems like Spark because the
size of the intermediary result required by finding the matches with standard binary join …