Release 1.3

MAGE goes to GPU - Annoucing MAGE 1.3

After algorithmic update, here comes one scalability and speed update. With the integration of NVIDIA cuGraph - collection of GPU accelerated graph algorithms created from NVIDIA engineers. In this update, Memgraph is brining several supported algorithms with GPU accelerated computations.

Supported algorithms

Integration with NVIDIA cuGraph enables Memgraph to scale fast and provide trivial interface for running the algorithms throught the openCypher query language. Different algorithms are supported in this release, more will come in the future where we'll follow the newest NVIDIA releases.

The list of supported algorithms

• Balanced cut clustering
• Betweenness centrality
• HITS
• Katz centrality
• Leiden community detection
• Louvain community detection
• PageRank
• Personalized PageRank
• Spectral Clustering

The list of supported utility tools:

• RMAT graph generator

What's Changed

• Fix node deletion in by @brunos252 in #141
• cuGraph x Memgraph integration by @gitbuda, @antepusic, @antoniofilipovic and @jmatak in #99
• Fix README to add cugraph modules. by @jmatak in #143

Full Changelog: v1.2...v1.3