A computing platform is implemented using a server system. The computing platform is configurable to cause identifying a data event associated with a user based on an interaction between the user and a user interface, and generating a segment data object based on the data event, a unique user identifier, and a segment database, the segment data object characterizing a membership of the user within an audience segment. The computing platform is also configurable to cause identifying a content data network server based on a geographical location of the user, the content data network server being a closest available content data network server to the user, and the content data network server being capable of serving, to the user, one or more data objects associated with metadata customized based on one or more segment data objects, and updating a local storage location of the content data network server.

A computing platform is implemented using a server system. The computing platform is configurable to cause identifying a data event associated with a user based on an interaction between the user and a user interface, and generating a segment data object based on the data event, a unique user identifier, and a segment database, the segment data object characterizing a membership of the user within an audience segment. The computing platform is also configurable to cause identifying a content data network server based on a geographical location of the user, the content data network server being a closest available content data network server to the user, and the content data network server being capable of serving, to the user, one or more data objects associated with metadata customized based on one or more segment data objects, and updating a local storage location of the content data network server.

The advent of end-to-end encryption systems has put an end to the use of “caching” methods which consisted of replicating and storing data flows relating to content items in a “cache” which is located on board one or more intermediate devices. However, the disappearance of these “caching” solutions affects the management of the resources of different communication devices, particularly by bringing about an increase in the number of connections between communication devices that is necessary for delivering content items to the user terminals. Unlike known “caching” techniques in which the content itself is stored in at least one cache memory of a cache server, the method relies on storing in a cache server all of the messages exchanged between the original server hosting the content and the cache server, leading to the delivery of the content to the cache server.

One embodiment provides a method, the method including: receiving, at a website anticipation system, an indication of a plurality of user devices to be in operative communication with a central device during a predetermined time period; detecting, using the website anticipation system, at least one website to be accessed by the plurality of user devices during the predetermined time period, wherein the at least one website is to be requested by the central device; and prior to the central device requesting the plurality of user devices access the website, preloading, using the website anticipation system, at least a portion of the website on a least a subset of the plurality of user devices.

A pluggable CDN system and method include an edge node that is installed at each premises and caches/serves content/data to that premises that may be an individual user or a community. The edge node may use a hybrid push/pull caching scheme and may serve data to users even without any Internet connectivity.

A pluggable CDN system and method include an edge node that is installed at each premises and caches/serves content/data to that premises that may be an individual user or a community. The edge node may use a hybrid push/pull caching scheme and may serve data to users even without any Internet connectivity.

Methods, systems and computer program products are provided for prefetching information and/or (pre)allocating computing resources based on predicting classification labels with temporal data. A trained temporal classification model forecasts events (e.g., too numerous for individual modeling) by predicting classification labels indicating whether events will occur, or a number of occurrences of the events, during each of a plurality of future time intervals. Time-series datasets, indicating whether events occurred, or a number of occurrences of the events, during each of a plurality of past time intervals, are transformed into temporal classification datasets. Classifications may be based, at least in part, on extracted features, such as data seasonality, temporal representation, statistical and/or real-time features. Classification labels are used to determine whether to take one or more actions, such as, for example, prefetching information or (pre)allocating a computing resource.

Embodiments of the present invention provide a system for triggering cross channel data caching on network nodes. Historical event data and live event data of a user may be monitored to determine an expected event that includes one or more expected channels. An expected period of time for the expected event may also be determined. Relevant user data may then be identified from one or more systems of record and cached or otherwise compressed. One or more nodes of a network associated with each of the one or more expected channels are then identified. The cached data is then transmitted to virtual data structures associated with each of the one or more nodes. The cached data is then generally maintained in these virtual data structures on the network for the expected period of time.

Methods described herein include prefetching information for a future visitor to a webpage or other resource. Prefetching the information can allow a provider to customize the webpage or resource with reduced latency. The methods can include notifying an experience provider associated with an advertisement prior to the user requesting the webpage or other resource. The notification can provide identification information corresponding to the client device or user. The notification also indicates that the client device or a user is about to be directed to the webpage or other resource. The notification can allow for retrieval of profile information associated with the identification information prior to the direction of the client device to the webpage or other resource.

Methods described herein include prefetching information for a future visitor to a webpage or other resource. Prefetching the information can allow a provider to customize the webpage or resource with reduced latency. The methods can include notifying an experience provider associated with an advertisement prior to the user requesting the webpage or other resource. The notification can provide identification information corresponding to the client device or user. The notification also indicates that the client device or a user is about to be directed to the webpage or other resource. The notification can allow for retrieval of profile information associated with the identification information prior to the direction of the client device to the webpage or other resource.