How do you keep track of A/B testing results for millions of pageviews? The website is running a LAMP stack, and has a separate mysql server just for analytics, so there is a lot of space for data, but the question is how to organize and plan for large A/B testing.
如何跟踪数百万的综合浏览量的A / B测试结果?该网站正在运行LAMP堆栈,并且有一个单独的mysql服务器仅用于分析,因此有大量的数据空间,但问题是如何组织和规划大型A / B测试。
Are there any guidelines that are recommended for trying to manage such large A/B experiments (both in number of experiments as well as size of experiments)? Are there any common open-source tools that are used?
是否有任何建议用于尝试管理如此大的A / B实验(实验数量和实验规模)?是否使用了常用的开源工具?
And if you know, How do Facebook/Google/LinkedIn manage their experiments? and have they released any open-source code?
如果你知道,Facebook /谷歌/ LinkedIn如何管理他们的实验?他们发布了任何开源代码吗?
1 个解决方案
#1
1
I have used Google Website Optimizer to track multiple AB and Multivariant tests. It has nice reporting features too.
我使用Google网站优化工具来跟踪多个AB和多变量测试。它也有很好的报告功能。
#1
1
I have used Google Website Optimizer to track multiple AB and Multivariant tests. It has nice reporting features too.
我使用Google网站优化工具来跟踪多个AB和多变量测试。它也有很好的报告功能。