Boult Wade Tennant LLP

A battery sample is contained in a cell body (64). A first pin (74) having two O rings (110, 112) is inserted into a first pin hole (106) formed on the cell body (64). A second pin (78) having two O rings (122, 124) is inserted into a second pin hole (118) formed on the cell body (64). The battery sample and the two pins (74, 78) are electrically connected to each other by two connection members (116, 128).

Methods and apparatus for generating a training data set for a trajectory prediction model, training a trajectory prediction model and predicting a future trajectory of an object. Trajectory data is received comprising a plurality of trajectory time series. Each trajectory time series is normalised to generate a corresponding normalised trajectory time series. The normalised trajectory time series are clustered into a plurality of trajectory clusters. For each normalised trajectory time series, a measure of variation of speed of the object during the trajectory represented by the normalised trajectory time series is determined. A training data set is generated by selecting a subset of the normalised trajectory time series by sampling normalised trajectory time series from each of the trajectory clusters in dependence on the measures of variation of speed of the normalised trajectory time series in each trajectory cluster.

A secure KVM configured to connect to USB-C ports of two or more host computers and to a user console comprising a display and control peripherals; wherein a controller of the KVM device is configured to identify the operational attributes of the display and control peripherals; initiate control of a selected host computer; perform a configuration process of a USB-C connection with the selected host computer based on the identified operational attributes of the display and control peripheral; transmit control commands received from the control peripherals to the selected host computer over the USB-C connection, while enforcing unidirectionality which prevents transmission of data from the selected host computer to the control peripherals; and transmit a video signal received from the selected host computer via the USB-C connection to the display, while enforcing unidirectionality which prevents transmission of data from the display to the selected host computer.

A multilayer film is disclosed herein. The film comprises one or more primary layers, a heat seal skin layer and an ethylene copolymer layer. The ethylene copolymer layer is directly adjacent to the heat seal skin layer and is between the primary layers and the heat seal skin layer. The ethylene copolymer layer comprises an ethylene copolymer selected from the group consisting of an ethylene acrylate copolymer and an ethylene vinyl acetate copolymer. Pouches made using multilayer films with the ethylene copolymer layer can exhibit improved drop resistance.

A method of scheduling data transmission in a radio access network is provided. The radio access network comprises a scheduler configured to orchestrate communication of data between one or more base stations and a plurality of User Equipments, UEs, according to a set of instructions. The method comprises receiving real-time network usage data. The method further comprises dynamically modifying the set of instructions based on the network usage data. The method further comprises implementing the modified set of instructions so that the scheduler is configured to orchestrate communication of data between the one or more base stations and the plurality of UEs according to the modified set of instructions.

A device may retrieve data representing a plurality of activity sequences associated with a plurality of channels. Each activity sequence may include a plurality of activity entries having data values for a plurality of fields. The plurality of activity entries may be associated with respective timestamps. The plurality of activity sequences may have respective temporal resolutions. The device may flatten the data values for the plurality of activity sequences, across the plurality of activity entries, the plurality of fields, and the plurality of channels, into a single time-ordered activity sequence. The device may generate activity data embeddings using the single time-ordered activity sequence, generate, using an encoder module, an encoder output based on the activity data embeddings and temporal information based on the respective timestamps, input the encoder output into a decoder module, and generate, using the decoder module, a decoder output based on the encoder output.

An ion guide includes a first end, a second end, and a series of electrodes between the first end and second end. A power source applies RF voltage waveforms to the electrodes and DC voltages to the electrodes or an additional series of electrodes to generate moving pseudopotential wells that urge the ions to migrate in a first direction and a static, non-uniform DC electric field that urges the ions to migrate in a second direction. A controller determines target operating points and directs the power source to discontinuously step the operating point of the ion guide through the target operating points. Each target operating point corresponds to a distinct target m/z and comprises a combination of magnitudes of the DC voltages and an amplitude of the RF voltage waveforms that together cause ions having the target m/z to migrate out of the ion guide.

A zero-trust gateway system is provided for enforcing a zero-trust principle for granting access to one or more single sign-on (SSO) service provider entities provided in a zero-trust network. The zero-trust gateway system includes a plurality of interfaces for communicating with the one or more SSO service provider entities, one or more SSO identity provider entities, and one or more data sources provided in the zero-trust network; and one or more processors configured to: detect an authentication event associated with an access attempt for an SSO service provider entity of the one or more SSO service provider entities, the access attempt being indicated by an SSO identity provider entity of the one or more SSO identity provider entities; and authenticate or limit the access attempt based on information associated with the access attempt, the information being obtained from the one or more data sources.

A computer system may receive activity events through a distributed event queue, wherein the activity events measure user interactions with a software application. A computer system may execute distributed queries to collect configuration metrics about data model structures of components of the software application. A computer system may process the activity events and configuration metrics in parallel using multiple processing nodes to generate processed events. A computer system may store the processed events with associated timestamps. A computer system may correlate the processed events to identify a change in data model structures that affects performance of the software application.

In some implementations, a device may receive information identifying a cloud platform associated with generating a data log. The device may identify an application programming interface (API) associated with the cloud platform. The device may establish, using the API associated with the cloud platform, a listener service associated with receiving the data log asynchronously to an execution of a particular type of function in a cloud environment associated with the cloud platform. The device may receive, based on establishing the listener service and based on the execution of the particular type of function, the data log. The device may forward, to a primary endpoint associated with a data log platform and a failover endpoint associated with a data storage platform, and based on receiving the data log, information associated with the data log.