Abstract: A system and method for detecting content updates. A method includes creating a plurality of embeddings based on a first set of content demonstrating a workflow for using a software application, wherein each of the plurality of embeddings corresponds to a respective content stage of a plurality of content stages of the first set of content, wherein each content stage is a portion of the first set of content representing a respective part of the workflow for using the software application; and detecting a content update trigger based on the plurality of embeddings, wherein detecting the content update trigger further comprises comparing the first set of content to a second set of content with respect to the plurality of embeddings.

Abstract: A computerized method of delivering popular content of a service delivery apparatus (SDA) in an asymmetrical network topology. The method comprises receiving a first acquisition request for content from a user node (UN) over an upstream data link, the request comprising at least a content identification (CID). An instruction is sent to the UN to redirect content requests to the SDA. A second acquisition request is sent from the SDA to a content source (CS) for the content requested by the first acquisition request, upon determination that the downstream data link between the UN and the CS is inaccessible to the SDA, the request including at least the CID. The content is received by the SDA from the CS. The received content from the SDA is sent to the UN.

Abstract: A computerized method of delivering popular content of a service delivery apparatus (SDA) in an asymmetrical network topology. The method comprises receiving a first acquisition request for content from a user node (UN) over an upstream data link, the request comprising at least a content identification (CID). An instruction is sent to the UN to redirect content requests to the SDA. A second acquisition request is sent from the SDA to a content source (CS) for the content requested by the first acquisition request, upon determination that the downstream data link between the UN and the CS is inaccessible to the SDA, the request including at least the CID. The content is received by the SDA from the CS. The received content from the SDA is sent to the UN.