libgrape-lite
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libgrape-lite | HPCInfo | |
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3 | 1 | |
363 | 258 | |
1.7% | - | |
6.3 | 8.2 | |
1 day ago | 1 day ago | |
C++ | C | |
Apache License 2.0 | MIT License |
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libgrape-lite
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libgrape-lite VS CXXGraph - a user suggested alternative
2 projects | 17 Mar 2022
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GraphScope: A One-Stop Large-Scale Graph Computing System
We don't have a benchmark between the analytical engine in GraphScope (aka. GAE) with GraphX/Giraph. But we do have evaluated the performance of the underlying engine of GAE (libgrape-lite) with LDBC Graph Analytics Benchmark and it achieves higher performance comparably to the state-of-the-art systems [2].
[1]: https://github.com/alibaba/libgrape-lite
[2]: https://github.com/alibaba/libgrape-lite/blob/master/Perform...
Yes, we intend to cover the functionality provided by GraphLab, but with better performance (see https://github.com/alibaba/libgrape-lite/blob/master/Perform..., We are actually 10x~50x faster...).
Also we also provide the ability to do Gremlin queries on graphs as well as GNN with TensorFlow, neither is provided with GraphLab
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Tracking mentions began in Dec 2020.
What are some alternatives?
QuickQanava - :link: C++17 network / graph visualization library - Qt6 / QML node editor.
GraphScope - 🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba | 一站式图计算系统
CXXGraph - Header-Only C++ Library for Graph Representation and Algorithms
euler - A distributed graph deep learning framework.
libvineyard - vineyard (v6d): an in-memory immutable data manager. [Moved to: https://github.com/alibaba/v6d]
h5cpp - C++17 templates between [stl::vector | armadillo | eigen3 | ublas | blitz++] and HDF5 datasets
mpl - A C++17 message passing library based on MPI
LightGraphs.jl - An optimized graphs package for the Julia programming language
dmtcp - DMTCP: Distributed MultiThreaded CheckPointing
parallel-kd-tree - Parallel k-d tree with C++17, MPI and OpenMP
arbor - The Arbor multi-compartment neural network simulation library.