Abstract: System and method are provided where parcels or packages are associated or grouped, into logical group or logical containerization of parcels or packages, without need for physical container, such that parcels or packages can be tracked as a group, for example with a unique group ID. Logical group may be tracked within specified logical zone on conveyor, transported, sorted and/or otherwise processed as unique logical group without need to be contained in physical container. System and method for automated sortation can accumulate set number or set volume of packages, and then process the accumulated set number or volume of packages.

Abstract: A method of operation of a compute system includes: generating a skin segmentation including a non-skin region and a skin prediction based on a patient image; generating a body part segmentation based on the patient image; generating a cropped image based on the skin segmentation and the body part segmentation with the cropped image includes the non-skin region based on the skin prediction; generating a eczema segmentation based on the cropped image and the skin prediction; generating intermediate scores for erythema, papulation, lichenification, and excoriation for the cropped image; and generating a full body EASI score based on the eczema segmentation and the intermediate scores for displaying on a device to assist in diagnosis.

Abstract: A method of operation of a compute system includes: generating a skin segmentation including a non-skin region and a skin prediction based on a patient image; generating a body part segmentation based on the patient image; generating a cropped image based on the skin segmentation and the body part segmentation with the cropped image includes the non-skin region based on the skin prediction; generating a lesion segmentation based on the cropped image and the skin prediction; generating intermediate scores for erythema, induration, desquamation for the cropped image; and generating a full body severity score based on the lesion segmentation and the intermediate scores for displaying on a device to assist in diagnosis.

Abstract: Described herein are various embodiments of a valve that may be opened and closed using a thixotropic or “stress yield” material, or other material that temporarily changes phase upon application of energy to the material. More particularly, some embodiments may include a valve that is opened and closed using a granular gel that is a temporary phase change material.

Abstract: An electrified vehicle includes a storage compartment positioned forward of a vehicle passenger cabin and accessible by opening a vehicle hood, a thermally conductive plate or heat exchanger in contact with a bottom surface of the storage compartment and having an associated conduit configured for circulating a working fluid from a vehicle cooling system, and a valve operable to control flow of the working fluid through the conduit. The storage compartment may be filled with a cooling medium, such as ice or dry ice, to provide enhanced cooling during high-demand operation or charging of the vehicle, such as when operating in a performance/track mode, towing a trailer, or in other extreme use scenarios. The valve may be controlled so that the working fluid bypasses the conduit when the storage compartment is used for cargo and/or enhanced cooling is not desired.

Abstract: Mobile management method, system and client. Method includes receiving a DNS query for a host name from an application on client; retrieving reputation data associated with host name from a local cache on client; and determining a policy based on host name and the reputation data. Based on determined policy for the host name, blocking attempted network flows to a host corresponding to host name to produce blocked attempted network flows. Method also includes sending attempted network flow metadata related to the blocked attempted network flows to a collector on client; transmitting the attempted network flow metadata from the collector to a VPN server pool via a VPN tunnel; and producing an anomaly report from the transmitted attempted network flow metadata. The anomaly report includes at least one of anomalies, cohorts, trends, location boundaries, detected network security issues, detected compromised clients and/or optimized network usage.

Abstract: A dishwasher for treating dishes according to a cycle of operation, the dishwasher comprising a tub at least partially defining a treating chamber; a dish rack movably received within the treating chamber, configured for receiving dishes for treatment during the cycle of operation, and moveable relative to the tub; a sprayer located within the treating chamber, configured to emit spray into the dish rack; and a deflector having a base portion fixed to the sprayer, wherein the deflector includes at least one wall that extends away from the base portion such that the at least one wall is positioned to prevent contact between the dishes in the dish rack and the sprayer.

Abstract: In various embodiments of the present disclosure, a fenestration apparatus is provided, including: a glazing comprising a LC panel having: a first glass layer; a second glass layer, and a liquid crystal cell therebetween; a frame, configured perimetrically around a corresponding perimetrical edge of the LC panel; and an attachment member configured to the frame, wherein the attachment member is configured to be removably fixable to an existing window, wherein the attachment member is configured to define a gap between the frame, the at least one LC panel, and the existing window.

Abstract: Embodiments are directed to tiered data store with persistent layers. A write tier in the file system for storing in a file system. A value for a performance metric that corresponds to write requests to the file system may be predicted based on characteristics of the write requests such that the performance metric may be determined based on a plurality of interactions with the write tier. The predicted value that exceeds a threshold value of the performance metric may be employed to cause performance of further actions, including: queuing a portion of the write requests in a memory buffer based on the predicted value and the threshold value; combining the queued portion of the write requests into s; storing the data segments in the write tier such that a measured value of the performance metric may be less than the threshold value.

Abstract: Embodiments are directed to sharing namespaces across file system clusters. A file in a spoke file system may be determined based on a command provided to the spoke file system such that the file may be associated with an inode mask. Data blocks associated with the file may be determined based on the command and the inode mask such that the data blocks may be absent from the spoke file system. Requests for leases may be generated based on the absent data blocks such that each lease request corresponds to a portion of the absent data blocks Employing the leases provided by a hub file system to: copy the absent data blocks from the hub file system where each portion of absent data blocks may be associated with a lease; updating the inode mask to include the leases and each copied portion of absent blocks.

Abstract: A commonly designed processor heat exchanger decouples the mounting hardware used to mount the heat exchanger to a processor from the heat exchanger itself. This allows a single heat exchanger design to be mounted to various different types of processors using processor customized mounting brackets that engage with flanges extending out from a body of the heat exchanger.

Abstract: In some aspects, the techniques described herein relate to a cooling system for a computing device. The cooling system includes an air-cooled cooling system located in a housing. The air-cooled cooling system includes a heat sink thermally connected to a processor, an air-cooling radiator, and a heat pipe connecting the heat sink to the air-cooling radiator. The cooling system includes a liquid-cooled cooling system located in the housing. The liquid-cooled cooling system includes a cold plate thermally connected to a to the heat sink, a pump, a fluid radiator, and a fluid piping system connecting the pump, the cold plate, and the fluid radiator.

Abstract: This disclosure describes, in part, techniques for provisioning components. For instance, a component may be initially provisioned by a first system. To initially provision the component, the component may receive first data representing a uniform device type, a device identifier, a serial number, and/or a first certificate chain. The component may then store the first data in memory. Additionally, the component may be provisioned using a second system. To provision the component, the component may receive second data representing a product device type, a code, and a second certification chain. The second data received during the second provisioning may be associated with one more capabilities of a device. The component may then store the second data in the memory.

Abstract: Medical records may be analyzed to identify important items in the text of the medical record. Actionable content may be identified and may be emphasized or extracted from the medical record. Actionable content may be categorized into one or more categories. Identification may include processing using trained models that use contextual information and position information to determine sentence labels.

Abstract: A leak detection system for a thermal interface material (TIM) includes a sensor located proximate to a processor. As thermal fluctuations or other events cause the TIM to flow out of the gap between the processor and a thermal management device, a leak detection sensor may detect the presence of the TIM. This allows an operator of the computing device to identify TIM leaks, thereby preventing or reducing damage to the processor or other electronic components of a computing device.

Abstract: A computing system and related methods are described. The computing system includes a heat-generating component. The computing system includes an evaporation plate thermally connected to the heat-generating component. The computing system includes a cryogenic cooling system positioned proximate to the evaporation plate. The cryogenic cooling system is configured to release a cryogenic fluid onto the evaporation plate to cool the heat-generating component. The cryogenic fluid has a boiling point of less than 273 K.

Abstract: A status monitoring system includes a status sensor configured to monitor a status of an electronic circuit. If the status monitoring system detects a status that exceeds a threshold, the status monitoring system records the details of the event on the electronic circuit. The status monitoring system operates in a low-power power mode during transit from a manufacturing facility to an installation location.

Abstract: An electrically conducting substrate includes a plurality of layers. A strain gauge is deposited on a layer of the plurality of layers. The strain gauge measures the stress and/or strain of the electrically conducting substrate. This allows the strain gauge to determine whether a stress or strain of the electrically conducting substrate has caused the electrically conducting substrate to deform, crack, or break.

Abstract: A rack security system includes a locking mechanism connected to a server. The locking mechanism is configured to lock onto the busbar of a rack. When the locking mechanism is locked to the busbar, the locking mechanism may prevent removal of the server from the rack. When the locking mechanism is unlocked, the server may be removable from the rack.

Abstract: A leak mitigation system for a fluid-cooled computing device includes an absorbent pad having a fluid sensor connected to an absorbent material. The absorbent pad is placed in a position relative to the fluid-cooled computing device to collect fluid from the cooling system. The sensor detects the presence of a fluid absorbed by the absorbent material and the leak mitigation system implements a leak mitigation protocol to prevent or reduce damage to the computing device.