Abstract: Aspects of the disclosure are directed to a system for classifying software as malicious or benign based on predicting the effect the software has on the platform before the software is actually deployed. A system as described herein can operate in close to real-time to receive, isolate, and classify software as benign or malicious. Aspects of the disclosure provide for accurate classification of malicious programs or scripts even if ostensibly the program appears benign, and vice versa, based on the effect predicted by a machine learning model trained as described herein. The system can also be implemented to isolate and verify incoming scripts or software to the platform, to provide a predicted classification while not substantially impacting processing pipelines involving platform resources or the user experience with the platform in general.

Abstract: Systems and methods for pairing smart devices are provided. A method can include receiving image data indicative of an environment. The method can include identifying a plurality of devices physically located in the environment and generating a virtual representation of the environment based on the image data. The virtual representation can include a device representation for each respective device of the plurality of devices physically located in the environment. The method can include providing for display, via a display device, data indicative of a user interface. The user interface can present the virtual representation of the environment. The method can include receiving user input indicative of a pairing intention of a first device and second device and, in response, initiating a pairing operation between the first and second device. In this manner, the systems and methods can allow user to easily pair devices using a simple user-interaction.

Abstract: A peritoneal dialysis (“PD”) system includes a cycler including an actuation surface having a peristaltic pump actuator; a manifold assembly including a rigid manifold having first and second chambers, the rigid manifold configured and arranged to be abutted against the actuation surface for operation, a peristaltic pump tube extending from the first chamber to the second chamber of the rigid manifold, a dialysis fluid container line extending from the first chamber, and a branch line extending between the dialysis fluid container line and the second chamber; and a control unit configured to cause the peristaltic pump actuator to actuate the peristaltic pump tube to pump dialysis fluid from the branch line into the second chamber and from the second chamber into the first chamber.

Abstract: The present disclosure is directed to a method for determining a location of a person or object within a space. The method includes obtaining, by one or more computing device, data from one or more sensor devices associated with one or more connected devices located within the space. The method further includes generating, by the one or more computing devices, metadata indicative of presence of the person or object within the space based, at least in part, on the data. The method further includes obtaining, by the one or more computing device, data indicative of a user request associated with obtaining a location of the person or object within the space. The method further includes determining, by, the one or more computing devices, the location of the person or object based, at least in part, on the metadata.

Abstract: A tank includes an interior magnetic float assembly for detecting a liquid level in the tank, and an exterior gauge component attached to a gauge head of the tank for detecting and indicating the liquid level of the tank based on a rotational orientation of a tank magnet of the magnetic float assembly. An adapter plate mounts a housing base of the exterior gauge component to the gauge head. The adapter plate is secured to the housing base and snaps onto the gauge head. A portion of the base defined by a first molded piece extends within an opening of the adapter plate and a second molded piece of the base extends from the opening away from the housing to define a proximal end portion of the housing disposed proximate the tank magnet. Alternatively, the base receives a threaded adapter for mounting to a threaded opening of a gauge head.

Abstract: Exterior gauge components configured to calculate and report heating day degrees are disclosed. Methods and systems for estimating current fuel consumption and tank capacity, and methods and systems for projecting future fuel consumption and tank capacity, are disclosed based on the reported heating day degrees. An improved exterior gauge component also is disclosed that further accommodates compatibility with and use on a plurality of different tanks by using a flexible, collapsible silicone cup component in which is contained at the distal end thereof a sensor for detecting rotational orientation of a tank magnet at the tank gauge head. A method of installation includes collapsing the silicone cup within a tank gauge head recess of the tank by inserting the silicone cup therein against a tank wall such that the silicone cup lies flush against the tank wall proximate the tank magnet on the other side of the tank wall.

Abstract: A wearable technology, referred to herein as biometric bodysuit, which integrates biometric sensors, electromagnetic stimulation, and wireless control modules having the capacity to communicate with an interactive user interface. The body is comprised of at least one segment covering at least a portion of a body of a wearer. The segments include an arm covering, a leg covering, a torso covering, footwear, handwear, headwear, and any combination thereof. The segments include a series of control modules that relay real-time biometric data to a main control module, wherein the data is then relayed to a server and a user interface. The user interface permits wearers of the bodysuit and healthcare professionals to adjust the functionality of the bodysuit in accordance to what is the necessary therapy required by the wearer.

Abstract: A sub-surface pole and pole foundation remover having a portable frame, a cylinder mounted on the frame and configured to receive pressurized fluid, a lifting piston slidably mounted in the cylinder, a grapnel connected to the lifting piston and having a plurality of lower arms that extend from a bottom circular support and that are configured to grip a sub-surface pole located below ground, and a control lever configured to direct the pressurized fluid to the cylinder that is actuated to cause the lifting piston to extend and push the grapnel upward relative to the portable frame to remove the pole from the ground. The grapnel may have a top circular support and a middle circular support connected to the top circular support by a plurality of flexible cables. A cinching cable may be used to grip the pole, the grapnel may have gripping teeth and fluid may be hydraulic.

Abstract: A peritoneal dialysis (“PD”) system includes a cycler including an actuation surface having a peristaltic pump actuator; at least one pair of capacitive sensing plates; a manifold assembly including a rigid manifold having at least one chamber, the rigid manifold configured and arranged to be abutted against the actuation surface for operation, wherein the at least one pair of capacitive sensing plates is positioned to be operable with the at least one chamber; a peristaltic pump tube; and a control unit configured to actuate the peristaltic pump actuator to pump dialysis fluid to the at least one chamber, receive a signal from the at least one pair of capacitive sensing plates, count a number of revolutions of the peristaltic pump actuator, determine a current volume per revolution for the peristaltic pump actuator, and use the current volume per revolution for a subsequent operation of the peristaltic pump actuator.

Abstract: Techniques and systems are described for monitoring remote identifiers transmitted by aerial devices and for detecting whether an aerial device is engaging in suspicious activities. A described technique can include determining, based on information collected from one or mom network components associated with a cellular network, that an aerial device is communicating via the cellular network and is operating in a geographical area; determining whether the aerial device corresponds to a remote identifier which is transmitted within the geographical area or reported for the geographical area; and providing an alarm notification based on the aerial device lacking a correspondence to a remote identifier which is transmitted within the geographical area or reported for the geographical area.

Abstract: A sub-surface pole and pole foundation remover having a portable frame, a cylinder mounted on the frame and configured to receive pressurized fluid, a lifting piston slidably mounted in the cylinder, a grapnel connected to the lifting piston and having a plurality of lower arms that extend from a bottom circular support and that are configured to grip a sub-surface pole located below ground, and a control lever configured to direct the pressurized fluid to the cylinder that is actuated to cause the lifting piston to extend and push the grapnel upward relative to the portable frame to remove the pole from the ground. The grapnel may have a top circular support and a middle circular support connected to the top circular support by a plurality of flexible cables. A cinching cable may be used to grip the pole, the grapnel may have gripping teeth and fluid may be hydraulic.

Abstract: A peritoneal dialysis (“PD”) system includes a cycler including an actuation surface having a peristaltic pump actuator; a manifold assembly including a rigid manifold having first and second chambers (110a, 110b), the rigid manifold configured and arranged to be abutted against the actuation surface for operation, a peristaltic pump tube (124gh) extending from the first chamber (110a) to the second chamber (110b) of the rigid manifold, a dialysis fluid container line (124b) extending from the first chamber (110a), and a branch line (124c) extending between the dialysis fluid container line (124b) and the second chamber (110b); and a control unit configured to cause the peristaltic pump actuator to actuate the peristaltic pump tube (124gh) to pump dialysis fluid from the branch line (124c) into the second chamber (110b) and from the second chamber (110b) into the first chamber (110a).

Abstract: A method, system, and computer program product are configured to: initiate a transaction in response to receiving a readiness probe request from a requesting system; set a probe flag for the transaction to a first state; send the transaction to a user application for processing; based on the probe flag being set to the first state, keep updates to recoverable resources in-flight while the user application is processing the transaction; based on the probe flag being set to the first state, roll back the updates to the recoverable resources in response to the user application ending processing the transaction; and send a readiness probe response to the requesting system based on how the user application ended processing the transaction.

Abstract: A card connector corresponding to a first card type associated with a plurality of electrical contacts for receiving cards corresponding to various card types, each card type associated with a set of electrical contacts fewer than, more than or the same number of electrical contacts as the first card type. An elongated body may be formed with a closed end and an open end. A cap may be positioned on the open end to configure the card connector in a closed configuration to support cards of a card type associated with fewer or the same number of electrical contacts. The cap may be removed to configure the card connector in an open configuration to support cards associated with more electrical contacts. The cap may have PCB connectors for positioning the cap a distance from the elongated body to configure the card connector in an augmented open configuration.

Abstract: Examples of molded substrates are described herein. In some examples, a molded substrate may support integrated circuitry. In some examples, the molded substrate and the integrated circuitry are included in a circuitry package for a replaceable print component. In some examples, the molded substrate is relatively flat. In some examples, molding remnants may be on the molded substrate.

Abstract: A sub-surface pole and pole foundation remover having a portable frame, a cylinder mounted on the frame and configured to receive pressurized fluid, a lifting piston slidably mounted in the cylinder, a grapnel connected to the lifting piston and having a plurality of lower arms that extend from a bottom circular support and that are configured to grip a sub-surface pole located below ground, and a control lever configured to direct the pressurized fluid to the cylinder that is actuated to cause the lifting piston to extend and push the grapnel upward relative to the portable frame to remove the pole from the ground. The grapnel may have a top circular support and a middle circular support connected to the top circular support by a plurality of flexible cables. A cinching cable may be used to grip the pole, the grapnel may have gripping teeth and fluid may be hydraulic.

Abstract: Examples of molded substrates are described herein. In some examples, a molded substrate may support integrated circuitry. In some examples, the molded substrate and the integrated circuitry are included in a circuitry package for a replaceable print component. In some examples, the molded substrate is relatively flat. In some examples, molding remnants may be on the molded substrate.

Abstract: An exterior gauge component is used to indicate a tank liquid level based on a rotational orientation of a tank magnet at a gauge head. The exterior gauge component includes a multi-track rotary encoder wheel and an optical sensor configured for reading an output of the multi-track rotary encoder wheel. The multi-track rotary encoder wheel is configured to rotate with rotation of the tank magnet such that specific ranges of rotational orientation of the tank magnet each corresponds to a specific output of the multi-track rotary encoder wheel. Each track represents a binary bit of the output read by the optical sensor. An adapter plate mounts a housing of the exterior gauge component to the gauge head and has an opening therethrough. A proximal end portion of the housing including magnets extends through the opening, and is detachable from the housing and attachable to a threaded adapter for mounting to a threaded opening of a tank.

Abstract: Aspects of the disclosure are directed to a system for classifying software as malicious or benign based on predicting the effect the software has on the platform before the software is actually deployed. A system as described herein can operate in close to real-time to receive, isolate, and classify software as benign or malicious. Aspects of the disclosure provide for accurate classification of malicious programs or scripts even if ostensibly the program appears benign, and vice versa, based on the effect predicted by a machine learning model trained as described herein. The system can also be implemented to isolate and verify incoming scripts or software to the platform, to provide a predicted classification while not substantially impacting processing pipelines involving platform resources or the user experience with the platform in general.