Trustworthy Online Controlled Experiments: A Practical Guide to A/B Testing

by Ron Kohavi

To ensure orthogonality of experiments across layers, in the assignment of users to buckets, add the layer ID. This is also where you would add, as in the experiment specification discussed above, the layer ID