Method and system for activity prediction, prefetching and preloading of computer assets by a client-device

A solution arranged to build or train a machine learning model (ML model) that can be uploaded to a server arranged to deploy the ML model to communicating devices. The ML model builder can build the ML model and a ML production pipeline. The ML production pipeline can train the ML model, convert the ML model to a web browser compatible format, and upload the converted ML model to the server. The ML model can receive as input a sequence of prior activities on one communicating device in the communicating devices, analyze the sequence of prior activities on the communicating device, predict a next activity on the communicating device based on the analysis of the sequence of prior activities, preemptively search a computer network based on the predicted next activity to find a computer asset, and preload the found computer asset to a storage in the communicating device.

AUTOMATED SYNTHESIS OF REFERENCE POLICIES FOR RUNTIME MICROSERVICE PROTECTION

A method, apparatus and computer program product for automated security policy synthesis and use in a container environment. In this approach, a binary analysis of a program associated with a container image is carried out within a binary analysis platform. During the binary analysis, the program is micro-executed directly inside the analysis platform to generate a graph that summarizes the program's expected interactions within the run-time container environment. The expected interactions are identified by analysis of one or more system calls and their arguments found during micro-executing the program. Once the graph is created, a security policy is then automatically synthesized from the graph and instantiated into the container environment. The policy embeds at least one system call argument. During run-time monitoring of an event sequence associated with the program executing in the container environment, an action is taken when the event sequence is determined to violate the security policy.

Quantitative and automated permeabilization performance evaluation for spatial transcriptomics

Quantitative methods for optimizing the permeabilization of cellular tissues for spatial transcriptomics are provided. Also provided is an instrument for quantitatively optimizing the permeabilization of cellular tissues used for spatial transcriptomics.

WEARABLE DEVICE FOR COUPLING TO A USER, AND MEASURING AND MONITORING USER ACTIVITY

A system for measuring an angle of a joint of a user includes a center hub, a first arm, a second arm, a magnet, and a sensor. The center hub includes a first hub and a second hub. The first arm is configured for attachment to a first limb portion of the user at a first outer end and to the first hub at a first inner end. The second arm is configured for attachment to a second limb portion of the user at a second outer end and to the second hub at a second inner end, wherein the first hub is pivotally coupled to the second hub. The magnet is coupled to the second hub. The sensor is disposed in the center hub and configured to detect a rotation of the magnet.

WEARABLE DEVICE FOR COUPLING TO A USER, AND MEASURING AND MONITORING USER ACTIVITY

A system for measuring an angle of a joint of a user includes a center hub, a first arm, a second arm, a magnet, and a sensor. The center hub includes a first hub and a second hub. The first arm is configured for attachment to a first limb portion of the user at a first outer end and to the first hub at a first inner end. The second arm is configured for attachment to a second limb portion of the user at a second outer end and to the second hub at a second inner end, wherein the first hub is pivotally coupled to the second hub. The magnet is coupled to the second hub. The sensor is disposed in the center hub and configured to detect a rotation of the magnet.

Fracturing apparatus and vibration reduction method thereof

A fracturing apparatus and a vibration reduction method thereof. The fracturing apparatus includes at least one fracturing unit and a processing device, the fracturing unit includes: a plunger pump; a low-pressure liquid inlet manifold; a high-pressure discharge manifold; a pressure detection device, configured to detect a pressure value of the low-pressure fluid in the low-pressure liquid inlet manifold; and a vibration detection device, configured to detect vibration intensity of the plunger pump, the processing device is respectively communicated with the plunger pump, the pressure detection device and the vibration detection device, and is configured to control the plunger pump according to the vibration intensity detected by the vibration detection device and the pressure value detected by the pressure detection device. The fracturing apparatus can improve the displacement stability and serve life of the plunger pump.

Lubrication System for Continuous High-Power Turbine Fracturing Equipment

A lubricating system is disclosed. The lubricating system includes: at least one first to-be-lubricated component, wherein an inlet of each of the at least one first to-be-lubricated component is connected with a first lubrication oil inlet pipe, and an outlet of the each of the at least one first to-be-lubricated component is connected with a first lubrication oil outlet pipe; and at least one second to-be-lubricated component, wherein an inlet of each of the second to-be-lubricated component is connected with a second lubrication oil inlet pipe, and an outlet of the each of the at least one second to-be-lubricated component is connected with a second lubrication oil outlet pipe. An operating pressure of the each of the at least one first to-be-lubricated component is different from a working pressure of the each of the at least one second to-be-lubricated component.

Fracturing device

A fracturing device, including a power unit, wherein the power unit comprises a muffling compartment, a turbine engine, an air intake unit, and a starter; the air intake unit is communicated with the turbine engine through an intake pipe, and configured to provide a combustion-supporting gas to the turbine engine; the air intake unit is located at the top of the muffling compartment, the muffling compartment comprises an accommodation space, the turbine engine and the starter are located in the accommodation space, and the starter is configured to start the turbine engine, the starter comprises a first electric motor.

System and Method for Dynamic Goal Management in Care Plans

A method for dynamically managing a goal in a care plan of a patient is disclosed. The method includes receiving a selection of a type of the care plan for the patient, responsive to the selection of the type of the care plan, receiving a selection of a goal having a goal type to include in the care plan, generating the care plan including the goal having the goal type, and causing the care plan including the goal to be presented on a computing device of a medical personnel.

Unisex Urine Collection Assembly

A unisex urine collection assembly for use by either sex in a non-ambulatory setting includes a tube, which has a cutout positioned in a top face thereof and extending from proximate to a midpoint toward a first end thereof. A second end of the tube is closed. A connector engaged to the first end of the tube can engage a conduit extending from a suctioning unit. Each of a pair of pads is engaged to the tube and extends from a respective opposed edge of the cutout thereinto so that the pads defines a slot. The pads are resiliently flexible and can sealably engage skin of the user. The pads can be positioned between labia of a female user or to bracket a penis inserted into the slot by a male user. Urine expelled by the user is suctioned from the tube into a reservoir.