Systems and methods for selective deployment of experimental configurations to mutually exclusive groups

A computer-implemented system for selective deployment of experimental configurations, the computer-implemented system comprising:

• at least one non-transitory computer-readable medium configured to store instructions;
• and
• at least one processor configured to execute the instructions to perform operations comprising:
• deploying a webpage comprising a plurality of configurations, wherein the plurality of configurations exhibit different behaviors;
• configuring a traffic container comprising a first bucket and a second bucket based on user input;
• assigning one or more experiments to the traffic container based on the user input, wherein the one or more experiments determine the appropriate configurations among the plurality of configurations for the first bucket and the second bucket, wherein assigning the one or more experiments includes:
• determining current assignments of the one or more experiments;
• and
• generating a message based on the current assignments and an indication that the one or more experiments will be reassigned;
• accepting incoming traffic for accessing the webpage;
• randomly assigning a first subset of the incoming traffic to the first bucket and a second subset of the incoming traffic to the second bucket;
• transmitting the webpage in the appropriate configurations based on the random assignments;
• and
• obtaining one or more measurements indicative of relative performances of the appropriate configurations.

A computer-implemented system for selective deployment of experimental configurations, the computer-implemented system comprising:

• at least one non-transitory computer-readable medium configured to store instructions;
• and
• at least one processor configured to execute the instructions to perform operations comprising:
• deploying a webpage comprising a plurality of configurations, wherein the plurality of configurations exhibit different behaviors;
• assigning one or more experiments to a traffic container configured to assign the plurality of configurations to incoming traffic, wherein assigning the one or more experiments includes:
• determining current assignments of the one or more experiments;
• and
• generating a message based on the current assignments and an indication that the one or more experiments will be reassigned;
• accepting the incoming traffic for accessing the webpage;
• randomly assigning:
• a first subset of the incoming traffic to a first configuration,
• a second subset of the incoming traffic to a second configuration,
• a third subset of the incoming traffic to a third configuration, and
• a fourth subset of the incoming traffic to a fourth configuration;
• transmitting the webpage in one of the plurality of configurations based on the random assignments, wherein the first subset is mutually exclusive with the second subset but not with the third subset;
• and
• obtaining one or more measurements indicative of relative performances of the plurality of configurations.