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AIskiplist

本文是针对学术论文《李梁,吴刚,王国仁. 面向数据特征的内存跳表优化技术.软件学报.》的实验项目。主要通过数据的分布信息和热度信息优化跳表的QPS

Build

项目依赖google的单元测试库GoogleTest.

git clone https://gitee.com/bombel/cdf_skiplist.git

cd cdf_skiplist/thirdparty/

git clone https://gitee.com/goa/googletest.git

cd ../cmake-build-debug/

cmake ..

make

Run

run 目录是具体的实验运行脚本,实验合成数据集采用R语言脚本生成.

plot目录是实验结果可视化的python脚本

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关于跳表性能不稳定的问题研究

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  • Python 66.5%
  • C++ 23.2%
  • R 5.4%
  • Shell 1.9%
  • CMake 1.8%
  • C 0.7%
  • Batchfile 0.5%