Abstract: A service to provide anomaly detection receives a request to back-test the service. The request includes information for accessing a dataset of historical data. The service executes workflows to ingest the data, train a plurality of machine learning models to perform anomaly detection, and detect anomalies in the dataset. A representation of the detect anomalies is generated and presented to a user. The service receives an indication to activate the service to provide ongoing anomaly detection services.

Abstract: Methods and structure for improved configuration management of a storage system. A storage system comprises one or more storage controllers coupled with a plurality of storage components (e.g., storage devices and switching components). The coupling often comprises a switched fabric communication structure. Configuration changes normally propagated throughout the components of the networked storage system are prevented by detecting temporary changes in the configuration that are restored to the original configuration within a predetermined period of time. In a Serial Attached SCSI (SAS) storage system, SAS expanders and initiators of the network may be enhanced in accordance with features and aspects hereof to prevent propagation of BROADCAST(CHANGE) primitives when a temporary configuration change is restored within the timeout period. Configuration changes may include temporary loss of link communications for a link of the expander and/or removal and insertion of a storage device coupled with the expander.

Abstract: Methods and structure for improved configuration management of a storage system. A storage system comprises one or more storage controllers coupled with a plurality of storage components (e.g., storage devices and switching components). The coupling often comprises a switched fabric communication structure. Configuration changes normally propagated throughout the components of the networked storage system are prevented by detecting temporary changes in the configuration that are restored to the original configuration within a predetermined period of time. In a Serial Attached SCSI (SAS) storage system, SAS expanders and initiators of the network may be enhanced in accordance with features and aspects hereof to prevent propagation of BROADCAST(CHANGE) primitives when a temporary configuration change is restored within the timeout period. Configuration changes may include temporary loss of link communications for a link of the expander and/or removal and insertion of a storage device coupled with the expander.

Abstract: A method (300) and a system for communicating in a network are disclosed. The method includes receiving (304) an alert message from a network device at a first mobile device. The alert message is to initiate communication between the first communication device and a second communication device. The method also includes determining (306) whether the second communication device is authorized to receive a location information of the first communication device based on a predefined condition. The method also includes appending (308) the location information of the first communication device to a response message based on the determination. The location information is obtained from a location broadcast message. The method also includes transmitting (310) the response message from the first communication device to the second communication device via the network device.

Abstract: A multimedia enabled portable communication device and method, including a real-time processor (110) and an application processor (120) communicably coupled to a synchronization entity (112). In one embodiment the synchronization entity is an H.324 entity integrated with the real-time processor. The synchronization entity synchronizes a video data stream from the application processor with an audio data stream from the real-time processor based on delay information.