US Patent 11968250 Systems and methods for a distributed data platform

A distributed data platform is able to predict whether data stored on a first network infrastructure component will be needed by a second network infrastructure component and prepares the data to be transmitted to the second network infrastructure component. The distributed data platform identifies a plurality of network infrastructure components connected to a network, and identifies data present on each component. The distributed data platform receives an indication that an event has occurred on the network and predicts whether the second network infrastructure component will require data stored by the first network infrastructure component. The distributed data platform prepares the data to be transmitted to the second network infrastructure component, and transmits the data after receiving an indication that the second network infrastructure component requires the data.