Abstract: Disclosed herein are systems and methods for reducing the amount of data associated with user events. The systems and methods are particularly applicable to cable TV, satellite TV, and other networks where user event data (e.g., clickstream) must be sent from customer premises equipment (CPE) to centralized servers and the data transmission channel is narrow. In various exemplary embodiments, CPE such as television set-top boxes may reduce requirements for data storage and network bandwidth by replacing portions of channel-number/timestamp streams with abbreviated codes representing common meta-events such as “channel surfing events” and “previous channel events.” The original channel-number/timestamp streams can be reconstituted on centralized servers. Other common sequences of events, including those involving activation of other buttons on remote controls (i.e.

Abstract: Disclosed herein are systems and methods for regulating network bandwidth by means of monitoring network traffic, predicting network loads, and scheduling traffic utilizing traffic reporting and bandwidth reservation mechanisms. These systems and methods may reduce network congestion and support more efficient processing by network applications. Traffic reporting may comprise broadcasting control messages to network nodes indicating appropriate times to send and receive messages. Network nodes may use traffic reports (e.g., control messages) to proactively regulate their use of the network. Bandwidth reservation may allow network nodes to do productive processing while waiting to send and receive data, and may decrease mean wait times. Reservations may be implemented in a synchronous or asynchronous manner. In an exemplary embodiment, the reservation mechanism may emulate a traditional stream socket API.