Abstract: Aspects of the disclosure relate to computing hardware and software for uniform security access. A computing platform may receive, from a 5G device, a request to access a collaborative experience service. The computing platform may identify whether the 5G device is authenticated. Based on identifying that the 5G device is authenticated, the computing platform may grant the 5G device access to an API that may be used to access the collaborative experience service. The computing platform may identify that attributes of the 5G device comply with a stored security policy, and grant access to the collaborative experience service in response. The computing platform may receive user interaction information from the 5G device, and may input the user interaction information into an anomaly detection model. Based on identifying that the interactions do not comprise an anomaly for the user, the computing platform may maintain the access to the collaborative experience service.

Abstract: Aspects of the disclosure relate to energy optimization. A computing platform may receive an event processing request, and may identify its parameters. The computing platform may package, based on the parameters, the event processing request into containers. The computing platform may input the parameters into an energy optimization model, which may identify: a data center computing system and an energy mix for processing the event processing request. The computing platform may encrypt the containers. The computing platform may send, to the data center computing system, the encrypted containers and commands directing the data center computing system to: decrypt the encrypted containers to identify the event processing request, and process the event processing request using the energy mix, which may cause the data center computing system to decrypt the encrypted containers and process the event processing request using the energy mix.

Abstract: Aspects of the disclosure relate to energy optimization. A computing platform may receive a cryptocurrency request indicating a gas price and KPIs of the cryptocurrency request. The computing platform may input the gas price and the KPIs into a mining optimization model, which may cause the mining optimization model to output an energy mix for use in processing the cryptocurrency request. The energy mix may indicate energy sources, capable of providing an amount of energy needed to process the cryptocurrency request and used to support operation of a data center configured to process cryptocurrency requests, and a cost of the amount of energy from the energy mix may be less than a cost of the amount of energy from other available energy sources. The computing platform may send commands directing the data center to process the cryptocurrency request using the energy mix, which may cause it to do so.

Abstract: Disclosed are standard cells, transistors, and methods for fabricating the same. In an aspect, a transistor includes a drain and a source each including a first drain/source silicide layer on a frontside surface of the drain/source and a second drain/source silicide layer on a backside surface of the drain/source. The first drain silicide layer is coupled to a first drain contact structure or the second drain silicide layer is coupled to a second drain contact structure. The first source silicide layer is coupled to a first source contact structure or the second source silicide layer is coupled to a second source contact structure. A gate structure is disposed between the source and the drain. A channel is at least partially enclosed by the gate structure and disposed between the source and the drain and is recessed from the backside surfaces of the source and drain.

Abstract: Disclosed are apparatuses including transistor and methods for fabricating the same. The transistor may include a drain substantially enclosed in a drain silicide layer, wherein an integral drain via portion of the drain silicide layer is coupled to a second drain contact and wherein a first drain via couples the drain silicide layer to a first drain contact. The transistor may include a source substantially enclosed in a source silicide layer, wherein an integral source via portion of the source silicide layer is coupled to a second source contact and wherein a first source via couples the source silicide layer to a first source contact. The transistor may include a gate disposed between the source and the drain.

Abstract: Aspects of the disclosure relate to energy optimization. A computing platform may receive an event processing request. The computing platform may identify parameters of the event processing request. The computing platform may input the parameters into a global energy optimization model, to identify an edge computing system at which to process the event processing request. The computing platform may route the event processing request to the edge computing system along with commands to process the event processing request using an energy mix identified by a local energy optimization model, corresponding to the edge computing system, which may cause the edge computing system to: input the parameters of the event processing request into the local energy optimization model to identify the energy mix, and process, using the energy mix, the event processing request.

Abstract: A method, an apparatus, and a computer-readable medium for wireless communication are provided. In one aspect, the apparatus is configured to determine a target receiver power level for uplink transmissions received at the apparatus, to determine uplink power control information based on the determined target receiver power level for UL MU-MIMO transmission or UL OFDMA transmission, and to transmit a frame that includes the determined uplink power control information to a station scheduled by the apparatus for uplink transmission.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a wireless device may perform packet detection or energy detection on a primary channel using a first packet detector. The wireless device may perform packet detection or energy detection on a first non-primary channel using a second packet detector. The wireless device may transmit a packet on the first non-primary channel based on packet detection for the primary channel or packet detection for the first non-primary channel. Numerous other aspects are described.

Abstract: An autonomous mobile device (AMD) moves in a physical space and uses a dock located at a first pose. Sometimes a user may move the dock. To determine whether the dock has moved, the AMD compares first pose data that was previously obtained while at the dock in the first pose to second pose data, such as after a restart or after leaving the dock. If a difference between the first pose and the second pose is greater than a threshold, the dock has moved. The pose data may be determined using a simultaneous localization and mapping (SLAM) algorithm to process images from cameras on the AMD. Transform data that relates coordinates of the second pose to coordinates of the first pose may be determined. If the dock is used as an origin for a map of the physical space, the transform data may be used to update the map.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for determining instances of parity drift in target cloud computing systems as well as determining when instances of parity drift require addressing. For example, in various implementations, a cloud parity drift detection system compiles information about services, configurations, versions, etc. along with additional data from a reference cloud system into a job package and provides the job package to one or more target cloud computing systems. The cloud parity drift detection system can then utilize the job package to compare corresponding information on the reference cloud system to a target data set of the target cloud system to determine instances of parity drift at the target cloud system. Additionally, the cloud parity drift detection system can determine and act when instances of parity drift require addressing.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for determining instances of parity drift in target cloud computing systems as well as determining when instances of parity drift require addressing. For example, in various implementations, a cloud parity drift detection system compiles information about services, configurations, versions, etc. along with additional data from a reference cloud system into a job package and provides the job package to one or more target cloud computing systems. The cloud parity drift detection system can then utilize the job package to compare corresponding information on the reference cloud system to a target data set of the target cloud system to determine instances of parity drift at the target cloud system. Additionally, the cloud parity drift detection system can determine and act when instances of parity drift require addressing.

Abstract: A suture gripping device is described. The device includes a body formed from a flat piece of shape-memory material. The body has at least one slot extending from an edge of the body towards a medial position of the body and a first folding plane for folding a first portion of the body away from a second portion of the body to provide a bent configuration. The bent configuration is converted to a flat configuration when the temperature of the device is raised above the transition temperature of the shape-memory material. This conversion generates a gripping force against the suture when the suture is held in the slot.

Abstract: A machine component at least partially covered with a protective composite surface for providing corrosion protection and wear resistance comprises: a first layer of dielectric ceramic and/or polymer material in contact with an outer surface of the machine component; and a second layer of monolithic metal, reinforced metal, or metal alloy formed over the first layer by a sheet metal forming process.

Abstract: Disclosed are systems and methods for predicting demographics about authors of social media. A dataset relates features from social media messages to known demographic information about authors of the social media messages. The social media messages and known demographics may be retrieved from different social media services. Adjustable weights are associated with alternative demographic values for the features. The dataset is used to predict unknown demographics of users based on the adjustable weights associated with the alternative demographic values for extracted features from social media messages. A confidence level may be output for a predicted demographic that corresponds to a difference between a sum of weights associated with the predicted value and another demographic value. The predicted demographic value may be output when the confidence level exceeds a threshold. The weights may be updated when the confidence level is below the threshold even when the prediction is correct.

Abstract: Disclosed are systems and methods for predicting demographics about authors of social media. A dataset relates features from social media messages to known demographic information about authors of the social media messages. The social media messages and known demographics may be retrieved from different social media services. Adjustable weights are associated with alternative demographic values for the features. The dataset is used to predict unknown demographics of users based on the adjustable weights associated with the alternative demographic values for extracted features from social media messages. A confidence level may be output for a predicted demographic that corresponds to a difference between a sum of weights associated with the predicted value and another demographic value. The predicted demographic value may be output when the confidence level exceeds a threshold. The weights may be updated when the confidence level is below the threshold even when the prediction is correct.

Abstract: The present invention is an optical image system having at least a first camera including a first lens and at least a second sensor including a second lens. The system also includes at least one beam splitter for transmitting an incoming beam of electromagnetic radiation of at least a first band of wavelength to a focal plane array of the first camera and reflecting an incoming beam of electromagnetic radiation of at least a second band of wavelength to a focal plane array of the second camera. The first lens is positioned behind the beam splitter for focusing the beam of the first band of wavelength onto an image at the focal plane array of the first camera and the second lens is positioned behind the beam splitter for focusing the beam of the second band of wavelength onto the image at the focal plane array of the second camera.

Abstract: The present invention is an optical image system having at least a first camera including a first lens and at least a second sensor including a second lens. The system also includes at least one beam splitter for transmitting an incoming beam of electromagnetic radiation of at least a first band of wavelength to a focal plane array of the first camera and reflecting an incoming beam of electromagnetic radiation of at least a second band of wavelength to a focal plane array of the second camera. The first lens is positioned behind the beam splitter for focusing the beam of the first band of wavelength onto an image at the focal plane array of the first camera and the second lens is positioned behind the beam splitter for focusing the beam of the second band of wavelength onto the image at the focal plane array of the second camera.

Abstract: An apparatus for turning a hard and/or brittle material includes a precision workpiece spindle, a workpiece support, a hard and/or brittle workpiece rigidly coupled to the workpiece support, and a diamond tool blade rigidly coupled to a spin-turner mechanism. The diamond tool blade is formed to include a cutting edge arranged to confront the hard and/or brittle workpiece to remove material from the workpiece to form precision-turned components such as optical lenses, mirrors, and optical molds.

Abstract: An apparatus for turning a hard and/or brittle material includes a precision workpiece spindle, a workpiece support, a hard and/or brittle workpiece rigidly coupled to the workpiece support, and a diamond tool blade rigidly coupled to a spin-turner mechanism. The diamond tool blade is formed to include a cutting edge arranged to confront the hard and/or brittle workpiece to remove material from the workpiece to form precision-turned components such as optical lenses, mirrors, and optical molds.

Abstract: An apparatus for turning a hard and/or brittle material includes a precision workpiece spindle, a workpiece support, a hard and/or brittle workpiece rigidly coupled to the workpiece support, and a diamond tool blade rigidly coupled to a spin-turner mechanism. The diamond tool blade is formed to include a cutting edge arranged to confront the hard and/or brittle workpiece to remove material from the workpiece to form precision-turned components such as optical lenses, mirrors, and optical molds.