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libgrape-lite VS CXXGraph - a user suggested alternative
2 projects | 17 Mar 2022
GraphScope: A One-Stop Large-Scale Graph Computing System
8 projects | news.ycombinator.com | 2 Feb 2021
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 .8 projects | news.ycombinator.com | 2 Feb 2021
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
What are some alternatives?
QuickQanava - :link: C++14 network/graph visualization library / Qt node editor.
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
GraphScope - 🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba 来自阿里巴巴的一站式大规模图计算系统 图分析 图查询 图机器学习
euler - A distributed graph deep learning framework.
frovedis - Framework of vectorized and distributed data analytics
CXXGraph - Header-Only C++ Library for Graph Representation and Algorithms
LightGraphs.jl - An optimized graphs package for the Julia programming language
ravel - Ravel MPI trace visualization tool
faasm - High-performance stateful serverless runtime based on WebAssembly
amgcl - C++ library for solving large sparse linear systems with algebraic multigrid method
mpl - A C++17 message passing library based on MPI