Apache Giraph

GPTKB entity

Properties (50)
Predicate Object
gptkbp:instanceOf software
gptkbp:architect master-worker model
gptkbp:basedOn gptkb:Google_Pregel
gptkbp:community open source community
gptkbp:designedFor large-scale graph processing
gptkbp:developedBy gptkb:Apache_Software_Foundation
gptkbp:features high performance
scalability
fault_tolerance
gptkbp:has regular updates
active user community
gptkbp:hasVersion 2.1.0
gptkbp:historicalSignificance available online
https://www.w3.org/2000/01/rdf-schema#label Apache Giraph
gptkbp:installation requires_Apache_Hadoop
gptkbp:is open-source software
scalable to thousands of nodes
used for scientific computing
used for bioinformatics
used for clustering algorithms
used for community detection algorithms
used for data mining
used for fraud detection
used for graph traversal algorithms
used for graph visualization
used for graph-based machine learning
used for network analysis
used for pathfinding algorithms
used for recommendation systems
used for social network analysis
used for web graph processing
gptkbp:license Apache License 2.0
gptkbp:performance optimized for large graphs
gptkbp:powerOutput TextInputFormat
TextOutputFormat
can be in various formats
gptkbp:provides API for developers
vertex-centric programming model
gptkbp:publishedIn gptkb:Java
gptkbp:releasedIn October 2011
gptkbp:setting via XML files
gptkbp:supports distributed computing
machine learning algorithms
graph analytics
iterative algorithms
custom algorithms
gptkbp:usedBy Facebook
LinkedIn
Twitter
gptkbp:uses gptkb:Apache_Hadoop