Abstract: A device for administering needle-free subcutaneous treatment to a patient comprises an actuator configured to deliver a plurality of volumes of a treatment at a plurality of locations on a body of the patient; at least one imaging device configured to detect a movement of the needle-free device from a first location on the body of the patient to a second location on the body of the patient; and a processor configured to determine the second location on the body of the device relative to the first location from the movement of the needle-free device relative to the first location on the body, the processor further configured to determine a volume of the plurality of volumes of the treatment to deliver to the body of the patient at the second location.

Abstract: A needle-free injector system includes a needle-free injector configured to deploy a dose of a treatment to a patient as an injection event, a gyroscope configured to monitor an orientation of the needle-free injector during the injection event, and a processor configured to perform steps of detecting that an actuator of the needle-free injector has deployed the dose in the injection event, monitoring a signal from the gyroscope during the injection event, determining an orientation of the needle-free injector during the injection event based on the signal from the gyroscope, determining whether the injection event was a treatment event including a successful delivery of the dose to the patient based on the orientation of the needle-free injector during the injection event, and transmitting information regarding the injection event to a server.

Abstract: An enclosure for a pair of interconnected telecommunications cables, each of the cables including a connector and a boot, and the enclosure including a housing for the pair of interconnected telecommunications cables; and an engagement formation configured to receive each connector and each boot of the pair of interconnected telecommunications cables and to fasten the telecommunications cables to the housing.

Abstract: A graph neural network (GNN) model is used in a scheduling process for compiling a deep neural network (DNN). The DNN, and parameter options for scheduling the DNN, are represented as a graph, and the GNN predicts a set of parameters that is expected to have a low cost. Using the GNN-based model, a compiler can produce a schedule for compiling the DNN in a relatively short and predictable amount of time, even for DNNs with many layers and/or many parameter options. For example, the GNN-based model reduces the overhead of exploring every parameter combination and does not exclude combinations from consideration like prior heuristic-based approaches.

Abstract: A method of driving a multi-pixel electrophoretic display that is designed to enable at least three colors, e.g., eight, at each pixel. This method uses a first drive scheme capable of effecting transitions between all of the color states that can be displayed at each pixel; and a second drive scheme that contains only transitions ending at white or black, which is very useful for drawing black lines on a white page, reading black text on a white page, or reading white text on a black page. In order to control the amount of impulse potential accumulated at each pixel during the switch between drive modes, two intermediate transitional modes are added.

Abstract: A needle-free injector system includes a needle-free injector configured to deploy a dose of a treatment to a patient as an injection event, a gyroscope configured to monitor an orientation of the needle-free injector during the injection event, and a processor configured to perform steps of detecting that an actuator of the needle-free injector has deployed the dose in the injection event, monitoring a signal from the gyroscope during the injection event, determining an orientation of the needle-free injector during the injection event based on the signal from the gyroscope, determining whether the injection event was a treatment event including a successful delivery of the dose to the patient based on the orientation of the needle-free injector during the injection event, and transmitting information regarding the injection event to a server.

Abstract: An example method of configuring a cluster network for an application management system having virtual machines (VMs) executing on a virtualization layer in a cluster of hosts connected to a physical network, wherein the application management system is integrated with the virtualization layer, the method including: deploying, by a virtualization management server, a master server of the application management system prior to configuration of a cluster network that connects the VMs, the master server connected to the virtualization management server by a management network isolated from the cluster network; configuring, by the master server in cooperation with a network manager, the cluster network to connect the VMs; and connecting, by the master server in cooperation with the network manager, the cluster network to an edge node configured to support external ingress/egress for the cluster network.

Abstract: A device for administering needle-free subcutaneous treatment to a patient comprises an actuator configured to deliver a plurality of volumes of a treatment at a plurality of locations on a body of the patient; at least one imaging device configured to detect a movement of the needle-free device from a first location on the body of the patient to a second location on the body of the patient; and a processor configured to determine the second location on the body of the device relative to the first location from the movement of the needle-free device relative to the first location on the body, the processor further configured to determine a volume of the plurality of volumes of the treatment to deliver to the body of the patient at the second location.

Abstract: A device that performs wireless actuation by inductive heating. The device includes a bladder configured to expand or retract, so as to change the bladder's interior area. The device also includes a container, fluidly coupled to the bladder via a connector, that houses a magnetic rod suspended in a fluid medium. The magnetic rod is configured to react to a magnetic field that produces a phase transition of the fluid medium, causing the fluid medium to be transferred to the bladder's interior area, via the connector, expanding the bladder. The device further includes an induction coil, disposed around the container, and the induction coil's first end is coupled to the container's interior. The device also includes an induction heater, coupled to the induction coil's second end, that powers the induction coil, such that the induction coil generates the magnetic field within the container.

Abstract: Systems, devices, and methods are described herein that relate to massage devices with force control and feedback for providing pain relief and improved muscle recover to users. The massage devices can output mechanisms for applying a mechanical output to a muscle area of a user to treat a muscle condition, driving mechanisms for driving the movement of the output mechanisms, and sensors for measuring force and other properties associated with application of the mechanical output. The massage devices can be configured to adapt therapy being applied to a muscle area or provide users with feedback based on sensor measurements.

Abstract: A device for administering needle-free subcutaneous treatment to a patient comprises an actuator configured to deliver a plurality of volumes of a treatment at a plurality of locations on a body of the patient; at least one imaging device configured to detect a movement of the needle-free device from a first location on the body of the patient to a second location on the body of the patient; and a processor configured to determine the second location on the body of the device relative to the first location from the movement of the needle-free device relative to the first location on the body, the processor further configured to determine a volume of the plurality of volumes of the treatment to deliver to the body of the patient at the second location.

Abstract: A device for administering needle-free subcutaneous treatment to a patient comprises an actuator configured to deliver a plurality of volumes of a treatment at a plurality of locations on a body of the patient; at least one imaging device configured to detect a movement of the needle-free device from a first location on the body of the patient to a second location on the body of the patient; and a processor configured to determine the second location on the body of the device relative to the first location from the movement of the needle-free device relative to the first location on the body, the processor further configured to determine a volume of the plurality of volumes of the treatment to deliver to the body of the patient at the second location.

Abstract: Devices and methods for measuring phosphate levels in a fluid, such as natural water, are disclosed. The devices and methods rely upon the anodic dissolution of molybdenum to generate a reagent from a phosphate-containing fluid, which is then measured electrochemically to determine a level of phosphate ions in the fluid. The different embodiments of devices used for performing this technique are transportable and have extended lifetimes when compared to existing devices used to measure phosphate levels in fluid. They can be used in situ at the source of a site to generate results within about two minutes, within about thirty seconds, and even within about ten seconds. They also consume much less energy and molybdenum per measurement. The disclosed embodiments include devices having one or two molybdenum electrodes, with one of the electrodes disposed near a working electrode. Various methods for determining phosphate levels in fluids are also provided.

Abstract: A method of administering subcutaneous treatment to a patient is provided. The method includes delivering, by a needle-free injection device, a first volume of a treatment at a first location on a surface of a body of the patient; detecting a movement of the needle-free injection device relative to the first location; determining, from the movement of the needle-free injection device relative to the first location, a second location of the needle-free injection device relative to the first location; determining a second volume of the treatment to deliver at the surface of the body of the patient at the second location; and delivering, by the needle-free injection device, the second volume of the treatment at the second location on the surface of the body of the patient.

Abstract: Systems, devices, and methods are described herein that relate to massage devices with force control and feedback for providing pain relief and improved muscle recover to users. The massage devices can output mechanisms for applying a mechanical output to a muscle area of a user to treat a muscle condition, driving mechanisms for driving the movement of the output mechanisms, and sensors for measuring force and other properties associated with application of the mechanical output. The massage devices can be configured to adapt therapy being applied to a muscle area or provide users with feedback based on sensor measurements.

Abstract: An example method of testing a cluster network for an application management system having a cluster of virtual machines (VMs) is described. The VMs execute on a virtualization layer in a cluster of hosts connected to a physical network, and the application management system integrated with the virtualization layer. The method includes: receiving, at an edge node from an external network, a plurality of test applications; executing, at the edge node, the plurality of test applications, the edge node connected to the cluster network, the plurality of test applications communicating, through the cluster network, with a master server of the application management system, and with applications executing in the VMs managed by the master server; and returning, from the edge node, responses generated by the plurality of test applications to the external network.

Abstract: An example method of testing a cluster network for an application management system having a cluster of virtual machines (VMs) is described. The VMs execute on a virtualization layer in a cluster of hosts connected to a physical network, and the application management system integrated with the virtualization layer. The method includes: receiving, at an edge node from an external network, a plurality of test applications; executing, at the edge node, the plurality of test applications, the edge node connected to the cluster network, the plurality of test applications communicating, through the cluster network, with a master server of the application management system, and with applications executing in the VMs managed by the master server; and returning, from the edge node, responses generated by the plurality of test applications to the external network.

Abstract: An example method of configuring a cluster network for an application management system having virtual machines (VMs) executing on a virtualization layer in a cluster of hosts connected to a physical network, wherein the application management system is integrated with the virtualization layer, the method including: deploying, by a virtualization management server, a master server of the application management system prior to configuration of a cluster network that connects the VMs, the master server connected to the virtualization management server by a management network isolated from the cluster network; configuring, by the master server in cooperation with a network manager, the cluster network to connect the VMs; and connecting, by the master server in cooperation with the network manager, the cluster network to an edge node configured to support external ingress/egress for the cluster network.

Abstract: An example method of configuring a cluster network for an application management system having a cluster of virtual machines (VMs) is described. The VMs execute on a virtualization layer in a cluster of hosts connected to a physical network, the application management system integrated with the virtualization layer. The method includes: receiving, at a first master server, a request to assign network ports of the cluster network to control VMs of the VMs, the control VMs executing master servers of the application management system and having first network interfaces connected to a management network isolated from the cluster network; provisioning, by cooperation of the first master server with a network manager, the network ports of the cluster network; and reconfiguring, by cooperation of the first master server with a virtualization management server, the control VMs with second network interfaces connected to the network ports of the cluster network.

Abstract: A method of administering subcutaneous treatment to a patient is provided. The method includes delivering, by a needle-free injection device, a first volume of a treatment at a first location on a surface of a body of the patient; detecting a movement of the needle-free injection device relative to the first location; determining, from the movement of the needle-free injection device relative to the first location, a second location of the needle-free injection device relative to the first location; determining a second volume of the treatment to deliver at the surface of the body of the patient at the second location; and delivering, by the needle-free injection device, the second volume of the treatment at the second location on the surface of the body of the patient.