Abstract: In some examples, a device can include an antenna to emit waves in a radiation pattern having a first beamwidth, a directional radiation control device located in a path of the waves, where the directional radiation control device is to receive the waves from the antenna and is shaped to cause the waves to be directed in a different radiation pattern having a second beamwidth that is larger than the first beamwidth.

Abstract: In some example embodiments, there may be provided a method that includes receiving a machine learning model provided by a central server configured to provide federated learning; receiving first audio data obtained from at least one audio sensor monitoring at least one machine located at the first edge node; training, based on the first audio data, the machine learning model; providing parameter information to the central server in order to enable the federated learning among a plurality of edge nodes; receiving an aggregate machine learning model provided by the central server; detecting an anomalous state of the at least one machine. Related systems, methods, and articles of manufacture are also described.

Abstract: In some example embodiments, there may be provided a method that includes receiving a machine learning model provided by a central server configured to provide federated learning; receiving first audio data obtained from at least one audio sensor monitoring at least one machine located at the first edge node; training, based on the first audio data, the machine learning model; providing parameter information to the central server in order to enable the federated learning among a plurality of edge nodes; receiving an aggregate machine learning model provided by the central server; detecting an anomalous state of the at least one machine. Related systems, methods, and articles of manufacture are also described.

Abstract: Animation coordination system and methods are provided that manage animation context transitions between and/or among multiple applications. A global coordinator can obtain initial information, such as initial graphical representations and object types, initial positions, etc., from initiator applications and final information, such as final graphical representations and object types, final positions, etc. from destination applications. The global coordination creates an animation context transition between initiator applications and destination applications based upon the initial information and the final information.

Abstract: Animation coordination system and methods are provided that manage animation context transitions between and/or among multiple applications. A global coordinator can obtain initial information, such as initial graphical representations and object types, initial positions, etc., from initiator applications and final information, such as final graphical representations and object types, final positions, etc. from destination applications. The global coordination creates an animation context transition between initiator applications and destination applications based upon the initial information and the final information.

Abstract: A method and computer-storage media for minimizing application windows based on a triggering event are provided. Embodiments of the present invention include determining that a triggering event has occurred with respect to a target window, automatically minimizing all of the minimizable application windows except the target application window, and generating an undo record that may be used to restore the minimized windows upon the determination that a second triggering event has occurred with respect to the target window. In one embodiment, the triggering event is shaking the target application window.

Abstract: A method and computer-storage media for minimizing application windows based on a triggering event are provided. Embodiments of the present invention include determining that a triggering event has occurred with respect to a target window, automatically minimizing all of the minimizable application windows except the target application window, and generating an undo record that may be used to restore the minimized windows upon the determination that a second triggering event has occurred with respect to the target window. In one embodiment, the triggering event is shaking the target application window.

Abstract: A method and computer-storage media for minimizing application windows based on a triggering event are provided. Embodiments of the present invention include determining that a triggering event has occurred with respect to a target window, automatically minimizing all of the minimizable application windows except the target application window, and generating an undo record that may be used to restore the minimized windows upon the determination that a second triggering event has occurred with respect to the target window. In one embodiment, the triggering event is shaking the target application window.

Abstract: Animation coordination system and methods are provided that manage animation context transitions between and/or among multiple applications. A global coordinator can obtain initial information, such as initial graphical representations and object types, initial positions, etc., from initiator applications and final information, such as final graphical representations and object types, final positions, etc. from destination applications. The global coordination creates an animation context transition between initiator applications and destination applications based upon the initial information and the final information.

Abstract: Systems, methods, computer-readable media, and graphical user interfaces for previewing target display areas are provided. A preview indication that indicates a desire to preview a target display area is detected. Upon detecting a preview indication, events are associated with display areas. The preview events associated with the respective display areas are applied to the display areas such that a preview of the target display area is temporarily presented in an inactive state. In one embodiment, the preview events include changing relative opacity and/or transparency such that the target display area is visibly presented.

Abstract: A method and computer-storage media for minimizing application windows based on a triggering event are provided. Embodiments of the present invention include determining that a triggering event has occurred with respect to a target window, automatically minimizing all of the minimizable application windows except the target application window, and generating an undo record that may be used to restore the minimized windows upon the determination that a second triggering event has occurred with respect to the target window. In one embodiment, the triggering event is shaking the target application window.