Abstract: An orchestration layer for execution user defined automation workflows. The orchestration layer may include multiple process instances that host user defined automation workflows that automate processes or tasks. To improve system performance and reduce operating costs, the user defined automation workflows are deployed to the orchestration layer in a standard format that standardizes the user defined workflow configurations. The orchestration layer may also dynamically scale the computational resources allocated to teach process instance based on the properties of each user defined automation workflow.

Abstract: Methods, computing systems, and technology are presented for providing voice assistance in a vehicle. For example, a computing system may be configured to access a first voice prompt indicative of a speech-based voice query provided by a user of the vehicle. The computing system may be configured to determine, based on the first voice prompt, a first prompt message corresponding to a text-based transcription of the first voice prompt. The computing system may be configured to process the first prompt message with a machine-learned large language model trained to generate a digital message response based on the first prompt message. The computing system may be configured to convert the digital message response to a speech-based voice response. The computing system may be configured to provide the speech-based voice response as audio output to the user of the vehicle.

Abstract: A method, apparatus, and system of pause and replay of media content through bookmarks on a server device are disclosed. In one embodiment, a method of a server device includes authenticating a user of a client device, communicating a media content to the client device through a network, processing a pause request of the client device to pause the media content, storing a bookmark location indicating a current playback location of the media content in the client device on the server device, processing a play request of the user to play the media content from the bookmark location (e.g., the play request may be received from a different client device of the user), and communicating the media content from the bookmark location to the user.

Abstract: Devices, systems, and methods are disclosed for use in contexts such as minimally invasive surgery (MIS). A device having an ultrasound transducer and methods for using the device are disclosed. A patient's anatomy may be scanned by use of the device and various target anatomy located. Trajectory information which corresponds to a path free of the various target anatomy may be presented to an operator of the device. By scanning the tissue, identifying the anatomy, and presenting the results to the operator, unnecessary damage to elements of the patient's anatomy may be avoided or lessened.

Abstract: A method, apparatus, and system of pause and replay of media content through bookmarks on a server device are disclosed. In one embodiment, a method of a server device includes authenticating a user of a client device, communicating a media content to the client device through a network, processing a pause request of the client device to pause the media content, storing a bookmark location indicating a current playback location of the media content in the client device on the server device, processing a play request of the user to play the media content from the bookmark location (e.g., the play request may be received from a different client device of the user), and communicating the media content from the bookmark location to the user.

Abstract: Providing a method and a corresponding system for encrypting customer workload data through a trusted entity such as a self-boot engine (SBE). More specifically, there is a method and a corresponding system for securely extracting out customer centric data in a manner that requires the customer payloads and/or workloads to register with the SBE and share the encryption key.

Abstract: A method for assessing user experience includes determining one or more experience journey maps, identifying personas included in the one or more experience journey maps, and collecting user experience related data from the personas included in the one or more experience journey maps. The method further includes identifying user experience gaps based on an analysis performed on the experience related data collected, and providing a graphical representation that highlights the user experience gaps. The method also includes generating recommendations for execution to mitigate the user experience gaps highlighted in the graphical representation, monitoring and tracking a progress of the executed recommendations, and performing automated monitoring and offset metric tracking of targeted experience-related input metrics used to gauge a performance of the executed recommendations.

Abstract: A method, apparatus, and system of pause and replay of media content through bookmarks on a server device are disclosed. In one embodiment, a method of a server device includes authenticating a user of a client device, communicating a media content to the client device through a network, processing a pause request of the client device to pause the media content, storing a bookmark location indicating a current playback location of the media content in the client device on the server device, processing a play request of the user to play the media content from the bookmark location (e.g., the play request may be received from a different client device of the user), and communicating the media content from the bookmark location to the user.

Abstract: Provided is a method, system, and computer program product for storing images across multiple distributed computing systems according to image sensitivity. The method comprises identifying an image and analyzing the image to identify sensitive information in the image. The method further comprises splitting the image into a sensitive portion and a non-sensitive portion. The method further comprises storing the sensitive portion of the image in a first distributed computing system and storing the non-sensitive portion of the image in a second distributed computing system.

Abstract: A method for assessing user experience includes determining one or more experience journey maps, identifying personas included in the one or more experience journey maps, and collecting user experience related data from the personas included in the one or more experience journey maps. The method further includes identifying user experience gaps based on an analysis performed on the experience related data collected, and providing a graphical representation that highlights the user experience gaps. The method also includes generating recommendations for execution to mitigate the user experience gaps highlighted in the graphical representation, monitoring and tracking a progress of the executed recommendations, and performing automated monitoring and offset metric tracking of targeted experience-related input metrics used to gauge a performance of the executed recommendations.

Abstract: A device is provided having a proximal portion and a distal portion. An ultrasound transducer is disposed within the distal portion, wherein the transducer is configured to scan tissue and detect certain portions of a patent's anatomy during the scanning process.

Abstract: Aspects described herein disclose devices, systems, and methods for use in contexts such as minimally invasive surgery (MIS). Methods of use of radio frequency (RF) techniques for improved nerve detection in association with an ultrasound detection system are described. The methods include the use of RF echoes in the detection of tissue dependent features. The methods also include use of an RF classifier to reduce false positives. System dependent features are accounted for through use of a calibration spectrum or through non-parametric model estimation using machine learning.

Abstract: Provided is a method, system, and computer program product for storing images across multiple distributed computing systems according to image sensitivity. The method comprises identifying an image and analyzing the image to identify sensitive information in the image. The method further comprises splitting the image into a sensitive portion and a non-sensitive portion. The method further comprises storing the sensitive portion of the image in a first distributed computing system and storing the non-sensitive portion of the image in a second distributed computing system.

Abstract: A method for assessing user experience includes determining one or more experience journey maps, identifying personas included in the one or more experience journey maps, and collecting user experience related data from the personas included in the one or more experience journey maps. The method further includes identifying user experience gaps based on an analysis performed on the experience related data collected, and providing a graphical representation that highlights the user experience gaps. The method also includes generating recommendations for execution to mitigate the user experience gaps highlighted in the graphical representation, monitoring and tracking a progress of the executed recommendations, and performing automated monitoring and offset metric tracking of targeted experience-related input metrics used to gauge a performance of the executed recommendations.

Abstract: A dynamic graph includes a plurality of nodes and edges at a plurality of time steps; each node corresponds to a geographic location in a first area where pest infestation information is available for a subset of locations. Each edge connects two of the nodes which are geographically proximate, has a direction based on wind direction, and has a weight based on relative wind speed. Assign node features based on weather data as well as labels corresponding to pest infestation severity. Train a graph convolutional network on the dynamic graph. Based on predicted future weather conditions for a second area different than the first area, use the trained graph convolutional network to predict, via inductive learning, pest infestation severity for future times for a new set of nodes corresponding to new geographic locations in the second area for which no pest infestation information is available.

Abstract: Providing a method and a corresponding system for encrypting customer workload data through a trusted entity such as a self-boot engine (SBE). More specifically, there is a method and a corresponding system for securely extracting out customer centric data in a manner that requires the customer payloads and/or workloads to register with the SBE and share the encryption key.

Abstract: An orchestration layer for execution user defined automation workflows. The orchestration layer may include multiple process instances that host user defined automation workflows that automate processes or tasks. To improve system performance and reduce operating costs, the user defined automation workflows are deployed to the orchestration layer in a standard format that standardizes the user defined workflow configurations. The orchestration layer may also dynamically scale the computational resources allocated to teach process instance based on the properties of each user defined automation workflow.

Abstract: Provided is a method, system, and computer program product for storing images across multiple distributed computing systems according to image sensitivity. The method comprises identifying an image and analyzing the image to identify sensitive information in the image. The method further comprises splitting the image into a sensitive portion and a non-sensitive portion. The method further comprises storing the sensitive portion of the image in a first distributed computing system and storing the non-sensitive portion of the image in a second distributed computing system.

Abstract: A workflow automation system that automates business tasks by executing task workflow models. The workflow automation system distributes actions to multiple clients based on roles and permissions to facilitate completion of manual and automated tasks included in the workflow models. The workflow automation system may pre-configure the roles and permissions to reduce the set up time for workflow model implementations of tasks. The workflow automation system improves the speed and efficiency of completing tasks relative to manual methods and other workflow automation tools.

Abstract: Disclosed herein is a high-performance thermal chuck for enhanced thermal management of high-power integrated circuit (IC) devices. The disclosed high-performance thermal chuck provides active heating and cooling for post-manufacture device testing. A high-performance heatsink comprises microfluidic channels in a high thermal conductivity silicon carbide (SiC) body for providing enhanced active cooling of an IC device. A refractory heating element is embedded between an integrated heat spreader comprising diamond and the heatsink for providing active heating. The integrated heat spreader is bonded to the heatsink. Closely matched coefficients of thermal expansion between the diamond heat spreader and the heatsink mitigate thermally-induced warpage.