libgrape-lite
libvineyard
| libgrape-lite | libvineyard | |
|---|---|---|
| 3 | 4 | |
| 365 | 403 | |
| 0.5% | - | |
| 6.3 | 9.1 | |
| about 1 month ago | about 3 years ago | |
| C++ | C++ | |
| Apache License 2.0 | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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...
libvineyard
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GraphScope: A One-Stop Large-Scale Graph Computing System
https://nbviewer.jupyter.org/github/alibaba/GraphScope/blob/...
The graphs on GraphScope is backed by vineyard (https://github.com/alibaba/libvineyard). And that enables GraphScope to have multiple specifically optimized runtimes (written in C++, rust and Python) for different tasks shares the distributed graph data in memory efficiently.
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Vineyard: An open-source in-memory data manager
6. Kubernetes-integration for large-scale big data applications
Github: https://github.com/alibaba/libvineyard (s are welcomed!)
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
euler - A distributed graph deep learning framework.
CXXGraph - Header-Only C++ Library for Graph Representation and Algorithms
feather - Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow
HPCInfo - Information about many aspects of high-performance computing. Wiki content moved to ~/docs.
LightGraphs.jl - An optimized graphs package for the Julia programming language
mpl - A C++17 message passing library based on MPI
dmtcp - DMTCP: Distributed MultiThreaded CheckPointing
gtl - A collection of useful well-commented, self-contained, simple, and/or interesting C++ classes