Abstract: A system, storage device, or method can provide fair allocation of advertising resources. In some implementations, a method can include identifying multiple advertisement slots, each of the advertisement slots being associated with a capacity constraint. The method can include receiving multiple advertisement reservations, each of the advertisement reservations requesting advertisement impressions at one or more of the advertisement slots. The method can include allocating a quantity of advertisement impressions to each advertisement reservation. The method can include calculating an overbooking score for each advertisement reservation. The overbooking score indicates a degree at which the advertisement reservation is satisfied by the quantity of advertisement impressions allocated to the advertisement reservation. A higher overbooking score indicates a lower degree of satisfaction.

Abstract: The disclosure provides various embodiments of systems, methods, and software for supporting server-side product catalogs. Software for managing ad serving may comprise computer readable instructions embodied on media and be operable to identify a logically local directed graph representing a logically remote network property associated with a publisher. The network property is associated with at least one product catalog representing a package of network ad slots. The software may then generate an ad service flight plan for serving various ones of a plurality of ads associated with a first of the network ad slots using an iterative solution on the directed graph.

Abstract: Systems, methods and computer program products identify a plurality of webpage attributes, where each of the plurality of webpage attributes is associated with a value. A date tree is built, the data including a plurality of nodes identifying the values associated with the plurality of webpage attributes, and is optimized by deleting one or more of the plurality of nodes. The number of web pages associated with at least one of the plurality of nodes in the optimized data tree is then determined.

Abstract: Systems, methods, and computer program products identify one or more web page impressions satisfying one or more simply queries, each of the one or more web page impressions associated with a respective impression ID. Respective impression IDs of the one or more web pages satisfying the one or more simple queries are stored in an impression log. Subsequent to storing the respective impression IDs, a query is received from a client device, and a number of impression IDs for the one or more web pages satisfying the query are identified based on the identified one or more web page impressions satisfying the one or more simple queries.

Abstract: Systems, methods, and computer program products identify one or more web page impressions satisfying one or more simply queries, each of the one or more web page impressions associated with a respective impression ID. Respective impression IDs of the one or more web pages satisfying the one or more simple queries are stored in an impression log. Subsequent to storing the respective impression IDs, a query is received from a client device, and a number of impression IDs for the one or more web pages satisfying the query are identified based on the identified one or more web page impressions satisfying the one or more simple queries.