Abstract: In one embodiment, an apparatus includes a host controller to implement one or more layers of a Universal Serial Bus (USB)-based protocol to provide an interconnect for a plurality of devices. The host controller is to monitor control plane messages on the interconnect, detect, in the control plane messages, a power state change command for a device coupled to the interconnect, wherein the devices utilizes a tunneled protocol on the interconnect, and modify power distribution for one or more other devices of the interconnect based on detecting the power state change command.

Abstract: Systems and methods to forensically inspect an existing set of rules built as a Pega application and output detailed metadata on the application's quality, technical debt, cloud readiness and upgradability. That metadata can be used to provide a detailed report on how to remediate and improve the application. In addition, a technical burndown analysis can be completed to show duration, cost savings and productivity details that can be achieved.

Abstract: Various systems, methods, and devices for identifying intraoperative bleeding are described. An example method includes identifying a first frame depicting a surgical scene; identifying a second frame depicting the surgical scene; identifying whether the second frame depicts bleeding by analyzing the first frame and the second frame; and outputting the second frame with an augmentation indicating whether bleeding is depicted in the second frame.

Abstract: Various systems, methods, and devices for identifying instrument movements likely to cause intraoperative bleeding are described. An example method includes identifying a movement of an instrument; determining that the movement of the instrument exceeds a threshold; and dampening the movement of the instrument based on determining that the movement exceeds the threshold.

Abstract: Aspects of the present disclosure relate to a method of processing an input image of a culture device for a condition. The method can include receiving the input image and classifying the input image with a trained machine learning model that is configured to be trained on a training set of images having the condition. The method can include determining that the condition exists in the input image based on the classification and performing at least one action in response to the determination that the condition exists.

Abstract: Buses such as USB4 or Thunderbolt 4 buses may allow for device combinations that actually cannot be accommodated on the bus. A monitoring component, e.g., software and/or hardware component, such as an Operating System (OS) policy manager, may monitor a bus for events identifying changes to devices on the bus. The monitoring component may influence mode changes to hardware/software, such as to the USB configuration, device driver settings, attached device settings, and/or settings for devices attaching to the bus. Influenced changes facilitate accommodating changes to the devices attached to the bus. For example, if a display is attached and it would exceed available bus bandwidth, cause an excess system load, or cause some other problem, rather than fail to enumerate the display, instead hardware and/or software associated with the bus may be influenced to result in a resolution reduction for the display to accommodate it attaching to the bus.

Abstract: In one embodiment, an apparatus includes a host controller to implement one or more layers of a Universal Serial Bus (USB)-based protocol to provide an interconnect for a plurality of devices. The host controller is to monitor control plane messages on the interconnect, detect, in the control plane messages, a power state change command for a device coupled to the interconnect, wherein the devices utilizes a tunneled protocol on the interconnect, and modify power distribution for one or more other devices of the interconnect based on detecting the power state change command.

Abstract: A system and method for automatically operating a camera includes a controller for controlling the movement of a robotically controlled camera. The controller includes a processor and a computer readable medium having instructions for controlling the camera. The system determines a task to be performed and, based on the determined task, determines a camera control scheme that corresponds to the task. The camera control scheme includes rules for controlling the camera. The system receives input parameters in the form of particular tools being used and the position and movement of the tools. The input parameters can be automatically determined by the controller via a video image produced by the camera. The controller will move the camera in response to particular movement of the tools and the particular rules of the determined control scheme that correspond to the particular movements.

Abstract: Systems, apparatuses and methods may provide for technology that collects state data from a plurality of input/output (TO) drivers, wherein each of the plurality of IO drivers is to tunnel traffic through a shared physical interface in accordance with a different protocol.

Abstract: A system and method for automatically operating a camera includes a controller for controlling the movement of a robotically controlled camera. The controller includes a processor and a computer readable medium having instructions for controlling the camera. The system determines a task to be performed and, based on the determined task, determines a camera control scheme that corresponds to the task. The camera control scheme includes rules for controlling the camera. The system receives input parameters in the form of particular tools being used and the position and movement of the tools. The input parameters can be automatically determined by the controller via a video image produced by the camera. The controller will move the camera in response to particular movement of the tools and the particular rules of the determined control scheme that correspond to the particular movements.