Abstract: An event-based analytics tool can obtain, from a data lake, an instance of correlated event data including a first event from a first network device a second event from a second network device, and data correlating the first event to the second event. The event-based analytics tool can obtain PCAP data from a troubleshooting server via a first application programming interface. The event-based analytics tool can also obtain a log from a searchable log database via a second application programming interface. Based on the correlated event data, the packet capture data, and the log, the event-based analytics tool can generate a prediction model that can be used to predict a cause of a future event.

Abstract: The apparatus is for use with a refuse container, a refuse bag and a plurality of clips. The container is of the type having a mouth which presents vertically upwardly in use and a rim which defines the entry to the mouth. The bag is of the type having an end portion which defines a mouth of the bag. The apparatus comprises a frame and securement apparatus. The frame, in use, is disposed at an operative position relative to the container and is engaged by the clips to suspend the bag interiorly of the container such that the mouth of the bag is open, presents upwardly and is disposed adjacent the rim of the container. The securement apparatus, in use, holds the frame at the operative position.

Abstract: The apparatus is for use with a refuse container, a refuse bag and a plurality of clips. The container is of the type having a mouth which presents vertically upwardly in use and a rim which defines the entry to the mouth. The bag is of the type having an end portion which defines a mouth of the bag. The apparatus comprises a frame and securement apparatus. The frame, in use, is disposed at an operative position relative to the container and is engaged by the clips to suspend the bag interiorly of the container such that the mouth of the bag is open, presents upwardly and is disposed adjacent the rim of the container. The securement apparatus, in use, holds the frame at the operative position.