Abstract: This disclosure describes an airport priority matching system that can utilize computer implemented models to dynamically match provider devices and priority requester devices in response to time priority airport transportation requests. In particular, in one or more embodiments the airport priority matching system identifies, utilizing global positioning data, provider devices within an airport boundary region and determines time metrics relative to an airport pickup location and/or a ranking order corresponding to an airport provider device tiered staging location. Moreover, prior to receiving a time priority airport transportation request, the airport priority matching system reserves a set of provider devices for airport time priority services based on the plurality of time metrics and/or the ranking order.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for dynamically matching requestor devices to generate efficient transportation groups that satisfy user-selected arrival deadlines. In particular, in one or more embodiments, the disclosed systems generate timeslots corresponding to a transportation request including pick-up times, arrival deadlines, and transportation values. In response to receiving user selections of timeslots, the disclosed systems can partition requestor devices into sets of requestor devices. Additionally, the disclosed systems can utilize the sets of requestor devices to match compatible requestor devices to both maximize system efficiency and satisfy selected arrival deadlines for each requestor device.

Abstract: Techniques for hot snapshotting for message syncing are described. An apparatus may comprise a network component and a snapshot component. The network component may be operative to receiving an incoming update. The snapshot component may be operative to retrieve a messaging snapshot for a user associated with the incoming update; identify a messaging thread corresponding to the incoming update; apply the incoming update to the messaging thread; determining that a number of messaging threads stored in the messaging snapshot is greater than a thread storage limit for the messaging snapshot; identify a least-recently-updated messaging thread currently stored in the messaging snapshot; and remove the least-recently updated messaging thread from the messaging snapshot.