Abstract: A computing system is provided, including one or more processors configured to provide a social media platform configured to serve a content feed to a user. The processor is further configured to generate user content interaction information by detecting user interactions with the content feed and provide a recommendation engine that selects content items for display in the content feed based on the generated user content interaction information. The processor is further configured to receive a refresh request to refresh the recommendation engine and refresh the recommendation engine at least in part by masking or resetting the user content interaction information upon receiving the refresh request. After the refresh, the processor is further configured to generate, via the recommendation engine, post-refresh content items based on the masked or reset user content interaction information, and transmit the post-refresh content items to the user device for display in the content feed.

Abstract: A system and method of scheduling and servicing events in a communications network are described. To provide improved efficiency while maintaining fairness to all traffic a two slot dynamic length Weighted Fair Queuing (WFQ) calendar is implemented. The two slot calendar can be transformed to provide fine granularity utilizing a hierarchical WFQ scheme.

Abstract: A method and apparatus for frame-aware and pipelined hierarchical scheduling is described. In accordance with at least one embodiment of the invention, some or all schedulers of a communication node are associated with one or more storage devices that maintain values used by corresponding higher level schedulers to make scheduling decisions. Because of the nature of the scheduling decision flow and the potential to update registers in real-time, the scheduling arrangement can respond almost immediately to changes occurring at the input queues, which allows scheduling to be responsive to differing priorities of incoming cells. The nature of the scheduling decision flow also allows pipelined scheduling, in which scheduling of one or more additional cells can begin before scheduling of a first cell is completed.

Abstract: A method and apparatus is provided to monitor and improve the performance of a queuing scheduler, such as one that utilizes a WFQ calendar, by adjusting the structure of the WFQ calendar, preferably automatically. Such apparatus may be implemented using a real time calendar-monitoring (RTCM) engine. A RTCM engine preferably comprises a calendar information collector (CIC) and a sub-calendar resolution calculator (SCRC). A method may be performed, for example, by a CIC and SCRC, in several phases. For example, in the first phase, the SCRC issues a monitoring command to the CIC. In the second phase, the CIC collects the calendar information. In the third phase, the SCRC calculates the adjusted slot lengths of the sub-calendars. In the fourth phase, the CIC receives the adjusted slot lengths of the sub-calendars and applies the adjusted slot lengths on the sub-calendars.

Abstract: A system and method of scheduling and servicing events in a communications network are described. To provide improved efficiency while maintaining fairness to all traffic a two slot dynamic length Weighted Fair Queuing (WFQ) calendar is implemented. The two slot calendar can transformed to provide fine granularity utilizing a hierarchical WFQ scheme.

Abstract: A method and apparatus for frame-aware and pipelined hierarchical scheduling is described. In accordance with at least one embodiment of the invention, some or all schedulers of a communication node are associated with one or more storage devices that maintain values used by corresponding higher level schedulers to make scheduling decisions. Because of the nature of the scheduling decision flow and the potential to update registers in real-time, the scheduling arrangement can respond almost immediately to changes occurring at the input queues, which allows scheduling to be responsive to differing priorities of incoming cells. The nature of the scheduling decision flow also allows pipelined scheduling, in which scheduling of one or more additional cells can begin before scheduling of a first cell is completed.

Abstract: A method and apparatus for scheduling and servicing events using a calendar structure is described. In accordance with one preferred embodiment of the present invention, a calendar structure is provided to implement work-conserving methods (for example, queuing, such as fair queuing, or, as one specific example, weighted fair queuing (WFQ)). Such a calendar structure preferably provides two slots per tier and uses a temporal pointer based on virtual time. In accordance with another preferred embodiment of the present invention, a calendar structure is provided to implement shaping of flows of information. Such a calendar structure preferably provides one slot per tier and uses a temporal pointer based on real time. For scheduling, a preferred occurrence time at which an event is preferred to occur is calculated.