Abstract: Methods and systems for managing configuration of data processing systems are disclosed. Configuration of data processing systems may be managed by limiting connectivity to components of data processing systems and credentialing access for the components. To enable access to components of data processing systems, the operation of the components may be updated for limited durations of time to allow various devices to communicate with these components. While allowed to communicate, the components of the data process system may restrict access to credentialed users.

Abstract: The present disclosure generally relates to systems and methods for generating an AD content. In some implementation examples, an AD content system obtains and input audio and an AD narration, and normalizes a loudness of a section of the AD narration using a loudness of the input audio during a scene that the section corresponds to for generating a normalized section. Based on a loudness of the normalized section, the AD content system compresses a first audio channel of the input audio during the scene to generate a first compressed audio channel, and mix the normalized section to the first compressed audio channel during the scene to generate a first sound channel of the AD content.

Abstract: Described herein are various examples of techniques for evaluation of entities communicating over a network. An example method may include receiving a set of network traffic data and a potential bot candidate associated with the set of network traffic data. The example method may also include adjusting a bot risk assessment associated with the potential bot candidate by analyzing a subset of the set of network traffic data corresponding to the potential bot candidate via an expert machine learning model trained to detect attack vectors based on network traffic data associated with potential bot candidates. The example method may further include outputting the bot risk assessment associated with the potential bot candidate. Various other systems, methods, and computer-readable media are also disclosed.

Abstract: An antenna system includes a loop conductor and non-loop conductor configured to provide respective loop and dipole antenna functionality. A signal feed mechanism connects to both conductors at a signal feed point for simultaneous signal transceiving. The non-loop conductor comprises two elongate arms with an offset feed point creating shorter and longer arms, where the longer arm has increased width via a loop-shaped portion. When incorporated in eyewear devices, the loop-shaped portion extends circumferentially along a lens holder to retain lenses. The conductors may be configured through a diplexer for different frequency domains, with the non-loop conductor serving as a GPS antenna and the loop conductor as a data communication antenna. The radiation patterns of the conductors may be substantially orthogonal when driven by the signal feed mechanism. The system provides integrated antenna and mechanical functionality in wearable devices.

Abstract: Methods and systems for generating balanced data sets for speech-based discriminative tasks. The disclosed method includes, among other things, generating, based on a plurality of natural speech recordings, a synthetic speech data set, modifying, based on language science resources, the synthetic speech data set, and generating, based on the modified synthetic speech data set and the plurality of natural speech recordings, a balanced data set for training a discriminative model to perform a speech-based discriminative task.

Abstract: Aspects of the subject disclosure may include, for example, obtaining data regarding a plurality of fault management services in a network, wherein the plurality of fault management services respectively correspond to a plurality of fault management sessions, and wherein the data identifies priority information for at least one fault management session of the plurality of fault management sessions, and performing one or more actions relating to the plurality of fault management sessions in accordance with the priority information. Other embodiments are disclosed.

Abstract: Methods, systems, and devices for wireless communications are described. In some aspects, a user equipment (UE) may be configured with multiple bandwidth parts (BWPs) and may support multiple subscriber identification modules (SIMs) (e.g., may operate in a multi-SIM (MSIM) mode). The UE may tune away from a default data SIM (DDS) subscription for a tune away gap and may miss any downlink signaling, such as an indication of a BWP switch, for a duration of the tune away. To avoid latency resulting from such missed downlink signaling, the UE may support a mechanism according to which the UE may autonomously switch to a different BWP despite a missed command from a network entity. Such a mechanism may include transmission of a scheduling request (SR) on each of multiple BWPs configured for the UE and monitoring each of the multiple BWPs for signaling responsive to the SR.

Abstract: According to some embodiments, a method includes detecting a start of an OpenTelemetry span by an application and determining security information related to the start of the OpenTelemetry span. The method further includes monitoring the application for one or more application behaviors during execution of the OpenTelemetry span. The method further includes detecting an end of the OpenTelemetry span by the application, and in response, calculate a security score for the OpenTelemetry span using the security information related to the start of the OpenTelemetry span and the one or more application behaviors detected during execution of the OpenTelemetry span. The method further includes updating a status of the OpenTelemetry span to include the security score and a text string related to the calculation of the security score.

Abstract: The disclosed circuit can interpret a bit sequence as a value based on one of multiple floating point number formats in a bias mode indicated by a bias mode indicator. The circuit can and perform an operation using the value in the bias mode. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: Analyte collection and testing systems and methods, and more particularly to testing systems and methods that achieve significant improvements in the detection of fluorescence signals in the reader by modulating the applied optical excitation. Also described herein are optical detection apparatuses and methods for removable photonic chips that do not require translation for calibration when coupling the photonics chip with the sensing system. Also described herein are methods and apparatuses for accurately calibrating a dilution factor when reading from a photonics chip.

Abstract: The disclosed circuit is configured to round a value in a first number format using a random value. Using the rounded value, the circuit can convert the rounded value to a second number format that has a lower precision than a precision of the first number format. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: An isolation driver circuit for a pulse width modulation signal. The isolation driver circuit includes a rising edge detection circuit, a falling edge detection circuit, and a decoder. The rising edge detection circuit and the falling edge detection circuit respectively detect rising edges and falling edges of the input pulse width modulation signal, and respectively output corresponding rising edge detection signals and falling edge detection signals that are capacitively isolated from the input pulse width modulation signal. The decoder receives the rising edge detection signals and the falling edge detection signals, and outputs respective rising edges and falling edges of an output pulse width modulation signal that temporally align with the respective rising edges and falling edges of the input pulse width modulation signal. Thus, information stored in the pulse widths of the input pulse width modulation signal are preserved with high fidelity in the output pulse width modulation signal.

Abstract: A medicament delivery system, process and techniques are provided. The medicament delivery system may include a wearable medicament delivery device, a memory storing programming instructions, and a processor. The processor may be operable to execute the programming instructions, which cause the processor to receive an available medicament delivery history of a user, and determine whether the available medicament delivery history spans an extent of time greater than a first glucose history duration. The processor, in response to a determination that the extent of time spanned by the available medicament delivery history is greater than the first glucose history duration, determines an average daily medicament delivered. The processor calculates a trust value of the available medicament delivery history, and utilizes the trust value to determine a total daily medicament value of the user.

Abstract: The disclosed circuit can select micro-operations specifically for converting a value in a first number format to a second number format. The circuit can include micro-operations for various conversions between different number formats, including number formats of different floating-point precisions. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: The disclosed processing circuit can perform an operation with a first operand having a first number format and a second operand having a second number format by directly using the first operand in the first number format and the second operand in the second number format to produce an output result. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: A circuit that is capable of generating a negative voltage on a negative voltage supply node. The circuit includes a negative voltage generation circuit, an oscillator and an oscillator control signal generator. The negative voltage generation circuit generates a negative voltage on the negative voltage supply node in response to receiving a signal from the oscillator. The negative voltage generated by the negative voltage generation circuit depends upon the frequency of the signal from the oscillator. The oscillator control signal generator controls the frequency of the signal from the oscillator by sensing the negative voltage present on the negative voltage supply node, and by increasing or decreasing the frequency of the signal from the oscillator accordingly. Thus, charge is replenished to the negative voltage supply node to more closely match the drawing of charge from that negative voltage supply node, thereby more accurately generating the negative voltage.

Abstract: A method for wireless communication by a network node includes transmitting a first group of frames comprising a group of normal slots and one or more first special slots. The method also includes reconfiguring one or more second special slots within a second group of frames scheduled after the first group of frames based on a block error rate (BLER) associated with the group of normal slots failing to satisfy a BLER condition. The method further includes transmitting the second group of frames based on reconfiguring the one or more second special slots within the second group of frames.

Abstract: Disclosed herein are systems and methods for graph-based dynamic information retrieval and synthesis, particularly for enhancing the response generation of chatbot applications using large language models (LLMs). The methods involve receiving a user query, generating a query embedding, and accessing a knowledge graph comprising nodes representing documents with associated document embeddings. A set of documents is retrieved based on similarity scores, and a distance matrix is constructed to calculate shortest-path distances between nodes. Documents are clustered to identify a largest cluster from which content is retrieved to formulate a response. The disclosed embodiments improve upon retrieval augmented generation (RAG) by leveraging the hierarchical relationships of a knowledge graph and node interconnectedness to provide contextually coherent information and mitigate the inclusion of information from irrelevant or superficially related documents in LLM responses.

Abstract: Disclosed are systems and methods for identifying prostate cancer patients at high-risk of progression among clinically intermediate risk group. Images of patient cells are obtained and tiled into subsets of smaller images. Using a trained machine learning model, a morphology quantification process is performed on the subsets of smaller images. Portions of the images are input into the trained machine learning models. The trained machine learning model determines the occurrence of likely cancer cells and classifies the cancer cells with a grading. The system then uses this out of the machine learning model to identify whether the cells in the subsets of smaller images indicate whether a prostate cancer patient is at a risk of progression among a clinically intermediate risk group.

Abstract: A device is disclosed for source knowledge generation. The device identifies external systems storing API documentation and crawls the external systems to extract documents representing information describing APIs for accessing the one or more data source systems. The device generates a plurality of vector representations by, for each document, providing the document to a large language model to generate a vector representation of the document and generates an index that maps each vector representation to its respective document. The device extracts information describing a data connector by querying the index, the query corresponding to a particular type of data source, and generates a connector representation based on the information describing the data connector extracted from the index, wherein the connector representation is used for generating and deploying a data connector for accessing data from a data source system of the particular type of data source.