Abstract: A pirated video identification system for network operators to detect and identify both encrypted and unencrypted Internet protocol (IP) pirated video. The system uses ground truth data gathered from various video player clients as input to train a machine learning that then is used to analyze both real-time and historical IP flow data from a network to identify the IP addresses of both the source and destination of pirate video traffic on the network. They system can be used to aid in accurately measuring the volume and scale of pirated video traffic on a network as well as aiding in taking countermeasures against both the distributors and consumers of the pirated video.

Abstract: A pirated video identification system for network operators to detect and identify both encrypted and unencrypted Internet protocol (IP) pirated video. The system uses ground truth data gathered from various video player clients as input to train a machine learning that then is used to analyze both real-time and historical IP flow data from a network to identify the IP addresses of both the source and destination of pirate video traffic on the network. They system can be used to aid in accurately measuring the volume and scale of pirated video traffic on a network as well as aiding in taking countermeasures against both the distributors and consumers of the pirated video.

Abstract: An adaptor for, and a method of, interfacing a substantially planar solar energy collecting panel with curved roof tiles having an arcuate cross-section. An adaptor comprising a substantially rectangular body. An underlapping flange and an overlapping flange extend one from each side edge, and a portion between the underlapping and overlapping flanges is recessed from the front face of the adaptor. The underlapping and overlapping flanges are configured to cooperate with side overlapping and underlapping flanges of a solar energy collecting panel respectively. The recessed portion is configured to receive, into contact with a surface of the recessed portion, a downwardly depending edge of a curved roof tile that is located to extend over the underlapping flange or over the overlapping flange and also over an upwardly depending edge of another curved roof tile.

Abstract: A process and apparatus for heating liquid material, which are particularly suitable for refining waste oil, are disclosed. The process comprises the steps of creating a swirling body of liquid material, such as waste oil, within a reaction chamber, and exposing the swirling body of material to microwave radiation.