Abstract: A resource data modeling, forecasting, and simulation system analyzes data pertaining to the data processing tasks and the resources assigned to the data processing tasks to generate short-term forecasts and long-term forecasts of task volumes. The forecasted task volumes are further optimized based on different factors to determine the resources required to handle the forecasted task volume. Various simulations of hypothetical what-if scenarios are also generated based on the forecasts and the resource requirements. The resource data modeling, forecasting and simulation system is based on multi-algorithmic ensemble models for forecasting, automated model selection and the unique simulation methodology based on multiple parameters.

Abstract: Techniques are provided for input/output operations per second (IOPS) and throughput monitoring for dynamic and/or optimal resource allocation. These techniques provide automated monitoring of resources, such as memory and processor utilization by a container accessing a volume. The automated monitoring is performed in order to generate and execute intelligent recommendations for improved resource utilization. Resource allocations can be scaled up to meet I/O load demand and satisfy service level agreements (SLAs). Resource allocations can be scaled down or adjusted to conserve resources, such as by consolidating containers or pods hosted in multiple virtual machines into a single virtual machine and decommissioning virtual machines no longer hosting containers or pods.

Abstract: Examples of the disclosure relate to example systems and methods for operating wireless headset system for a vehicle. An example system includes a first wireless chipset to handle communication with a smartphone, and a second wireless chipset to handle communication with a headset. The example system also includes a processor configured to execute a first virtual machine to control the first wireless chipset and a second virtual machine to control the second wireless chipset.

Abstract: A device with boot code, first mutable code stored in non-volatile memory, a first owner information stored in the non-volatile memory, and an SRAM with an SRAM physically unclonable function (SRAM PUF) region. Boot code may generate a first unique private key based on both the first owner information and a portion of the SRAM PUF region, wherein the first unique private key may not be directly accessible by the first mutable code; generate a first unique private keycode corresponding to the first unique private key; and provide the first mutable code with the first unique private keycode corresponding to the first unique private key. First mutable code may use the first unique private keycode to cause data to be signed with the first unique private key and generate a first unique mutable code private key based on at least a portion of the SRAM PUF region.

Abstract: Examples of the present disclosure relate to a device, method, and system for integrating a projection mode of a user mobile device with a terrestrial tuner. In an example, the system may be a vehicle including a head unit and a vehicle projection stack to operate in the head unit. The system may also include a terrestrial tuner communicatively coupled to the vehicle projection stack to receive a terrestrial signal from a terrestrial source. The system may also include an audio driver to provide an audio signal to a vehicle interior where the audio signal is from at least one of the terrestrial signal and an internet signal received at the vehicle projection stack from a user mobile device located inside the vehicle interior.

Abstract: A device with one-time-programmable (OTP) memory, boot code, volatile memory, and non-volatile memory. Boot code may use information in OTP to authenticate code of an implicit owner of the electronic device; receive a first create owner container request; create a first owner container comprising a first signed data image; store the first owner container; and use the first signed data image to authenticate first executable code associated with the first owner. Boot code may transfer ownership from the first owner to a second owner, including authenticating a signed transfer of ownership command using a key stored in the first owner container and creating a second owner container comprising a second signed data image associated with the second owner; storing the second owner container; revoking the first owner container; and using the second signed data image to authenticate second executable code associated with the second owner of the electronic device.

Abstract: An electronic device may have a plurality of defined life cycle stages and a one-time-programmable (OTP) memory comprising a plurality of life cycle bits, wherein respective bit patterns of the life cycle bits may correspond with respective life cycle stages of the defined life cycle stages. The electronic device may also have a boot code stored in read only memory and executable by a processor to receive a request to transition from a current life cycle stage to a next life cycle stage and, in response to the received request, automatically generate a bit pattern corresponding to the next life cycle stage of the plurality of defined life cycle stages and program the bit pattern corresponding to the next life cycle stage of the plurality of defined life cycle stages in the OTP memory during a time when the OTP memory is not user-accessible.

Abstract: Examples of the present disclosure relate to a device, method, and system for integrating a projection mode of a user mobile device with a terrestrial tuner. In an example, the system may be a vehicle including a head unit and a vehicle projection stack to operate in the head unit. The system may also include a terrestrial tuner communicatively coupled to the vehicle projection stack to receive a terrestrial audio signal from a terrestrial source. The system may also include an audio driver to provide an audio signal to a vehicle interior where the audio signal is from at least one of the terrestrial audio signal and an internet audio signal received at the vehicle projection stack from a user mobile device located inside the vehicle interior.

Abstract: Examples of the disclosure relate to example systems and methods for operating wireless headset system for a vehicle. An example system includes a first wireless chipset to handle communication with a smartphone, and a second wireless chipset to handle communication with a headset. The example system also includes a processor configured to execute a first virtual machine to control the first wireless chipset and a second virtual machine to control the second wireless chipset.

Abstract: Examples of the present disclosure relate to a device, method, and system for integrating a projection mode of a user mobile device with a terrestrial tuner. In an example, the system may be a vehicle including a head unit and a vehicle projection stack to operate in the head unit. The system may also include a terrestrial tuner communicatively coupled to the vehicle projection stack to receive a terrestrial audio signal from a terrestrial source. The system may also include an audio driver to provide an audio signal to a vehicle interior where the audio signal is from at least one of the terrestrial audio signal and an internet audio signal received at the vehicle projection stack from a user mobile device located inside the vehicle interior.

Abstract: Disclosed in some forms is a process of limiting the impact of surgery on a nerve, the process comprising applying a therapeutic substance to the nerve during surgery. In some aspects, disclosed is a formulation for reducing nerve trauma comprising an active pharmacological ingredient adapted to intervene in the activation of pathways of cellular degradation within the nerve and a carrier adapted to reduce dissemination of the active pharmacological ingredient beyond the site at which its effect is intended.

Abstract: Techniques for fracture detection are provided. A first image is received to be processed to identify rib fractures. A first set of regions of interest (ROIs) is identified by processing the first image using a first machine learning model, where each ROI in the first set of ROIs corresponds to a first potential fracture. Further, a first ROI of the first set of ROIs is upsampled, and the system attempts to verify the first potential fracture in the first ROI by processing the upsampled first ROI using a second machine learning model.

Abstract: Image sequence analysis by receiving a set of sequential images associated with a timeline, determining a gap according to the set of sequential images, generating a synthetic image associated with the gap according to the set of sequential images, and providing a new set of images including the synthetic image.

Abstract: Techniques for fracture detection are provided. A first image is received to be processed to identify rib fractures. A first set of regions of interest (ROIs) is identified by processing the first image using a first machine learning model, where each ROI in the first set of ROIs corresponds to a first potential fracture. Further, a first ROI of the first set of ROIs is upsampled, and the system attempts to verify the first potential fracture in the first ROI by processing the upsampled first ROI using a second machine learning model.

Abstract: Disclosed in some forms is a process of limiting the impact of surgery on a nerve, the process comprising applying a therapeutic substance to the nerve during surgery. In some aspects, disclosed is a formulation for reducing nerve trauma comprising an active pharmacological ingredient adapted to intervene in the activation of pathways of cellular degradation within the nerve and a carrier adapted to reduce dissemination of the active pharmacological ingredient beyond the site at which its effect is intended.

Abstract: The present invention relates generally to methods for inhibiting neuron apoptosis and necrosis associated with excess glutamate release.

Abstract: A system and a method for providing an offline framework for supporting insurance businesses are described. The offline framework analyzes user inputs in association with one or more predefined rules that are invoked from an offline database for performing complex computations and calculations in an offline mode without using an Internet connection. The offline framework being implemented using a portable electronic device.

Abstract: A system, device and method for communicating between a host device and a plurality of peripheral devices wherein the communications utilize a single interface that is supported by the host. The host includes a plurality of class drivers and miniport drivers. Each of the class drivers implements functionality associated with one or more of the plurality of peripheral devices. Each miniport driver provides an interface by which one or more of the class drivers communicate with one or more of the plurality peripheral devices using class protocols, wherein the miniport drivers communicate through a single host interface supported by the host. An embedded controller interfaces with the plurality of peripheral devices using the respective native bus protocols of the peripheral devices and wherein the embedded controller interfaces with the plurality of miniport drivers using the single host interface.

Abstract: A method for bolus tracking includes acquiring one or more baseline images. One or more trigger regions are automatically established within the baseline images. A bolus is administered. The automatically established trigger regions are monitored for bolus arrival at the one or more trigger regions. Bolus arrival at a volume of interest is forecasted based on the bolus arrival at the one or more trigger regions. A diagnostic scan of the volume of interest is acquired at the forecasted time.

Abstract: A system, device and method for communicating between a host device and a plurality of peripheral devices wherein the communications utilize a single interface that is supported by the host. The host includes a plurality of class drivers and miniport drivers. Each of the class drivers implements functionality associated with one or more of the plurality of peripheral devices. Each miniport driver provides an interface by which one or more of the class drivers communicate with one or more of the plurality peripheral devices using class protocols, wherein the miniport drivers communicate through a single host interface supported by the host. An embedded controller interfaces with the plurality of peripheral devices using the respective native bus protocols of the peripheral devices and wherein the embedded controller interfaces with the plurality of miniport drivers using the single host interface.