For efficient centralized stream initiation and retry control in a computing environment, using a centralized data streams management module for both managing when data streams should be opened and sent from a source location to a destination and for determining when to reattempt opening data streams sent from the source location to the destination after an nth number of consecutive failed attempts using an incrementing time calculation. The incrementing time calculation computes a dynamically calculated time period.