Configuration Do’s And Don’ts¶
To ensure stable data processing for optimal model performance, please see the following do’s and don’ts for setting up outgoing calls to LiteSwitch, based on the configurations and performance of previous clients:
For optimal model ramp and performance, the following configurations are required for:
Recommendation Request
Real-time integration feeding a consistent, uninterrupted stream of live traffic
Data Pipelines (yes-bid and impression)
Real-time data expected
In case real-time data isn’t available, delivery delay of no more than two hours
Recommendation Response
Learning traffic MUST be honored and forwarded to relevant demand partners
The following integration configurations are NOT compatible and will hinder performance:
Recommendation Loop
NO offline data
NO batch upload
Data Pipelines (yes-bid and impression)
Delivery delay of 2 hours+
Please reach out to your Account Manager if you foresee any issues complying with the above. Failure to comply with the outlined configurations will prolong the LiteSwitch model training period, resulting in diminished initial performance.