Abstract: The embodiments of the present disclosure provide systems and methods for optimizing calculations of latency metrics for user experiments, comprising receiving from a user device over a network, experiment parameters related to a first experiment of a set of experiments, the set of experiments comprising at least one of a treatment group and at least one of a control group. The experiment parameters are associated with at least one webpage. The user device receives over a network time till interaction (TTI) data for the first experiment, wherein the TTI data comprises a time value and a unique identifier. TTI is calculated for each treatment group experiment and for each control group experiment. If the treatment group experiment value is greater than the predetermined threshold value, the systems and methods send a notification informing users or disable activation of the treatment group experiment.

Abstract: Computer-implemented systems and methods for selective deployment of experimental configurations are disclosed The systems and methods may include performing steps of 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 appropriate configurations for the first bucket and the second bucket; 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 appropriate configurations based on the random assignments; and obtaining one or more measurements indicative of relative performances of the appropriate configurations.

Abstract: Computer-implemented systems and methods for selective deployment of experimental configurations are disclosed The systems and methods may include performing steps of 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 appropriate configurations for the first bucket and the second bucket; 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 appropriate configurations based on the random assignments; and obtaining one or more measurements indicative of relative performances of the appropriate configurations