Abstract: The technology of this application relates to a multi-task network model-based communication method, apparatus, and system. The method may include a first communication apparatus processing an input signal by using a first backbone network model, to obtain a fusion feature, where the fusion feature is obtained by fusing a plurality of first features which are obtained by performing feature extraction on the input signal. The method may further include performing compression and channel coding on the fusion feature to obtain first information, and sending the first information to a second communication apparatus.

Abstract: A display may have a pixel array such as a liquid crystal pixel array. The pixel array may be illuminated with backlight illumination from a direct-lit backlight unit. The backlight unit may include an array of light-emitting diodes (LEDs) on a printed circuit board. The display may have a notch to accommodate an input-output component. Reflective layers may be included in the notch. The backlight may include a color conversion layer with a property that varies as a function of position. The light-emitting diodes may be covered by a slab of encapsulant with recesses in an upper surface.

Abstract: A ceramic waveguide filter, a radio unit, an antenna unit and a base station are disclosed. According to an embodiment, a ceramic waveguide filter comprises a body (1) that is made of a ceramic material and that has a plurality of resonators each including a blind hole (101). The blind holes (101) of two of the resonators open at a first surface of the body (1) and extend toward an opposite second surface of the body (1). Capacitive coupling between the two resonators is achieved by a coupling structure (201) on/in a substrate (2), to which the body (1) is attached at the side of the second surface.

Abstract: Examples described herein includes initialization of a computing node cluster. An example method providing a query request from an initialization application/service of a computing node for a default configuration management server identifier via a network, and receiving, from a network management server, an internet protocol address associated with the default configuration management server identifier. The example method further includes providing a configuration request from the computing node to the internet protocol address requesting configuration information, and receiving the configuration information at the computing node from a configuration management server associated with the internet protocol address.

Abstract: Examples described herein includes initialization of a computing node cluster. An example method providing a query request from an initialization application/service of a computing node for a default configuration management server identifier via a network, and receiving, from a network management server, an internet protocol address associated with the default configuration management server identifier. The example method further includes providing a configuration request from the computing node to the internet protocol address requesting configuration information, and receiving the configuration information at the computing node from a configuration management server associated with the internet protocol address.

Abstract: Systems for management of a large computing cluster. A set of computing nodes within the cluster are identified. The identified nodes are to be reimaged with an operating system image and parameters. One or more reimaging algorithms in the form of computer code are stored in a networked storage device within a storage pool that comprises the networked storage device and a plurality of local storage devices that correspond to respective individual ones of the set of computing nodes. An agent that can execute the reimaging algorithm code is configured to run on any one of the set of computing nodes, wherein the agent is further configured to retrieve reimaging data from a storage device that is within the storage pool. An agent running on a leader node initiates reimaging of a second node. The second node initiates reimaging of a third node. The third node reimages the leader node.

Abstract: Systems for management of a large computing cluster. A set of computing nodes within the cluster are identified. The identified nodes are to be reimaged with an operating system image and parameters. One or more reimaging algorithms in the form of computer code are stored in a networked storage device within a storage pool that comprises the networked storage device and a plurality of local storage devices that correspond to respective individual ones of the set of computing nodes. An agent that can execute the reimaging algorithm code is configured to run on any one of the set of computing nodes, wherein the agent is further configured to retrieve reimaging data from a storage device that is within the storage pool. An agent running on a leader node initiates reimaging of a second node. The second node initiates reimaging of a third node. The third node reimages the leader node.

Abstract: Techniques are generally described related to a pedestrian safety system. One example pedestrian safety system may include a sound collector configured to collect an audio signal in an environment of a pedestrian; a processor configured to analyze the collected audio signal to determine whether the audio signal is associated with a vehicle and a distance between the vehicle and the pedestrian; and a notification device configured to notify the pedestrian when the processor determines that the audio signal is associated with the vehicle and the distance is less than a predetermined distance.

Abstract: Techniques are generally described related to a pedestrian safety system. One example pedestrian safety system may include a sound collector configured to collect an audio signal in an environment of a pedestrian; a processor configured to analyze the collected audio signal to determine whether the audio signal is associated with a vehicle and a distance between the vehicle and the pedestrian; and a notification device configured to notify the pedestrian when the processor determines that the audio signal is associated with the vehicle and the distance is less than a predetermined distance.