Hmem, a holistic memory performance metric, calculated from a fusion of bandwidth and latency metrics across different access patterns. Hmem is able to automate the calculation of various memory metrics and the correlation coefficients between the corresponding memory metrics and load throughput.
Hmem: A Holistic Memory Performance Metric for Cloud Computing
Yuyang Li , Ning Li , Yilei Zhang , Jianmei Guo, Bo Huang, Mengbang Xing, Wenxin Huang
Bench 2023: International Symposium on Benchmarking
https://www.benchcouncil.org/bench2023/accepted.html
内存测试方法、装置、电子设备及存储介质
- 中国专利
- CN115878394A
- 力宇阳; 郭健美; 李成栋; 黄闻欣; 李宁; 黄波
In the code repository, correlation.ipynb describe the calculation process of Hmem metric. The only thing you need to do is replace your own memory data with the format in the input.xlsx table and then just execute the correlation.ipynb file in order.
The input.xlsx and output.xlsx tables shows the performance data we used to evaluate the metrics in the paper, which you can check if you are interested.
- System Optimization Lab, East China Normal University (SOLE)
If you have any questions or suggestions, please contact us.