Abstract: Systems, apparatuses, methods, and computer program products are disclosed for efficiently handling queries. An example method includes receiving a query from a user device and generating an embedding representation of the query. The example method further includes performing a similarity comparison between the embedding representation of the query and a set of embedding representations of historical document sections stored in a historical document repository and selecting a relevant embedding representation of a historical document section stored in the historical document repository for the query. The example method further includes querying a target large language model using the embedding representation of the query and the relevant embedding representation of the historical document section and providing a query response to the user device.

Abstract: A computer-implemented method for handling inbound service requests analyzes content of the message to extract a set of features, and generating a feature vector based on the set of extracted features. A categorization metric for the feature vector is then determined, using a set of predetermined categorization vectors, wherein each predetermined categorization vector corresponds to a respective portal endpoint associated with one or more predefined ticket types and sub-types of an information technology service management system. In response to the categorization metric satisfying a comparison criteria with respect to one or more predetermined categorization vectors, a particular portal endpoint is selected. Content from the email message is then extracted. A new issue object request is then automatically generated in accordance with a particular object requirement set associated with the particular portal endpoint for submission to an issue tracking system to create a new issue object.

Abstract: An ultrasound signal processor uses an excitation generator to cause displacement of a tympanic membrane while a series of ultrasound pulses are applied to the tympanic membrane. Phase differences between a transmitted signal and received signal are examined to determine the movement of the tympanic membrane in response to the applied excitation. An examination of the phase response of the tympanic membrane provides a determination as to whether the fluid type behind the tympanic membrane is one of: no fluid, serum fluid, or purulent fluid.

Abstract: An ultrasound signal processor uses an excitation generator to cause displacement of a membrane or surface while a series of ultrasound pulses are applied to the membrane or surface. Phase differences between a transmitted signal and received signal are examined to determine the movement of the membrane or surface in response to the applied excitation. An examination of the phase response of the membrane or surface provides a determination as to whether the fluid type behind the membrane or surface is one of: no fluid, serum fluid, or purulent fluid.

Abstract: Disclosed in some examples are methods, systems, and machine readable mediums which provide summaries of topics determined within a corpus of documents. These summaries may be used by customer service associates, analysts, or other users to quickly determine both topics discussed and contexts of those topics over a large corpus of text. For example, a corpus of documents may be related to customer complaints and the topics may be summarized to produce summaries such as “credit report update due to stolen identity.” These summarizations may be used to efficiently spot trends and issues.

Abstract: Techniques are described for a computing system configured to obtain a plurality of candidate logs for a plurality of layers of a computing infrastructure. The computing system may, for each candidate log of the plurality of candidate logs, map the candidate log to a log template of a plurality of log templates, wherein each log template to which a candidate log is mapped is a mapped log template. The computing system may rank mapped log templates based on properties of the mapped log templates. The computing system may select, based on the ranking, one or more candidate logs as critical logs. The computing system may output at least one of (1) an indication of the critical logs to determine a potential root cause associated with a performance issue of a network application or (2) an indication of the potential root cause associated with the performance issue of the network application.

Abstract: Embodiments described herein relate to systems and methods for automatically generating content for a generative content interface of a collaboration platform. The system may perform an intent analysis on a natural language user input to the generative content interface to determine an intent confidence score with respect to each of a set of request classifiers, the set of request classifiers comprising a first request classifier associated with a request for an action, a second request classifier associated with a request for information, and a third request classifier associated with a request for a contact. Based on the intent confidence scores of the request classifiers, the system may select a content store in which to search for content to satisfy a user's query.

Abstract: The present invention relates to a single photon avalanche diodes-based time-of-flight sensor (100). The single photon avalanche diodes (SPADs) based time-of-flight (ToF) sensor (100) includes an Nx N single photon avalanche diode (SPAD) photodetector (101), a front-end (FE) unit (103), a pulse shaping (PS) unit (105), a pulse store unit (107), a peak detection unit (109), a digital logic unit (111), a timing processing circuitry unit (113), and memory elements unit (115). Due to integration of multiple units in single photon avalanche diodes (SPADs) based time-of-flight (ToF) sensor (100), the single photon avalanche diodes-based time-of-flight (ToF) sensor (100) accurately measures distance by adequate, suitable, and efficient elimination of background light.

Abstract: Data is received that is generated by at least one sensor forming part of a surgical instrument. The sensor(s) on the surgical instrument can characterize use of the surgical instrument in relation to a patient. A first machine learning model can construct a force profile using the received data. The force profile includes a plurality of force patterns. In addition, a plurality of features are extracted from the received data. Thereafter, one or more attributes characterizing use of the surgical instrument are determined by a second machine learning model using the constructed force profile and the extracted features. Data characterizing the determination can be provided (e.g., displayed to a surgeon, etc.).

Abstract: Apparatus, methods, and computer program products for outputting a past incident insight interface component in a software monitoring data management system are provided. An apparatus may detect a past incident insight interface component request; identify a past incident candidate data object set based on a current incident data object; determine a primary ranking of the past incident candidate data object set or a subset thereof; determine one or more subsequent rankings of the primarily ranked past incident candidate data objects of the past incident candidate data object set or the subset thereof; generate a past incident insight interface component comprising a listing of a past incident candidate data object suggestion set, the past incident candidate data object suggestion set listing one or more of the subsequently ranked past incident candidate data objects; and output the past incident insight interface component for rendering to an incident alert management user interface.

Abstract: Methods and apparatuses are provided for deaeration of a liquid. Liquid may be impinged onto an inclined baffle and forced through a first plurality of apertures that direct the liquid in one or more directions away from one or more outlets of a reservoir. The liquid may be passed through a second plurality of apertures. Flowing the liquid as described promotes a circuitous route of travel and provides a residence time inside of the reservoir that promotes release of entrained air.

Abstract: A natural language request is received for surgical event information associated with one or more network-connected medical devices. Based on the natural language request, a generative artificial intelligence model is prompted to generate a database query. This database query is used to query a graph database which returns, data responsive to the database query. Such responsive information can be conveyed to a user initiating the request in a user interface (e.g., GUI, audio, etc.). In some variations, the results from the graph database are used to poll one or more other models to obtain further contextual information or to provide curation of the results in a more user-friendly and intuitive manner.

Abstract: The system includes a first endpoint executing a configuration agent and a second endpoint executing a remote collector. The remote collector may use a first service to receive metrics of the first endpoint based on a first client certificate. The remote collector includes a detection unit to detect whether the second endpoint has been added to or removed from a collector group that shares responsibility for monitoring functions to support high availability. The remote collector includes a certificate generation unit to generate a second client certificate for the first endpoint based on whether the second endpoint has been added to or removed from the collector group. Further, the remote collector includes a configuration master to update the first endpoint to replace the first client certificate with the second client certificate and cause the first endpoint to post metrics to a second service at the remote collector.

Abstract: The system includes a first endpoint and a second endpoint executing a remote collector to receive metrics from the first endpoint using a first CA certificate of the remote collector. Further, the system includes a storage device to store a second CA certificate for a collector group that shares responsibility for a monitoring function to support high availability and a management node including a certificate management module. The certificate management module may add the second endpoint to the collector group in response to receiving a request. Further, the certificate management module may retrieve the second CA certificate from the storage device and replace the first CA certificate of the remote collector with the second CA certificate of the collector group. Furthermore, the certificate management module may enable the collector group to validate a request to accept the metrics from the first endpoint based on the second CA certificate.

Abstract: The present invention is a highly available system comprising a system to send a plurality of bootstrap requests, at least one cloud proxy fit to receive the plurality of bootstrap requests, wherein each instance of the at least one cloud proxy is coupled with an adapter, and at least one host fit to communicate with one of the at least one cloud proxy.

Abstract: Embodiments described herein relate to systems and methods for automatically generating content, generating API requests and/or request bodies, structuring user-generated content, and/or generating structured content in collaboration platforms, such as documentation systems, issue tracking systems, project management platforms, and other platforms. The systems and methods described use a network architecture that includes a prompt generation service and a set of one or more purpose-configured large language model instances (LLMs) and/or other trained classifiers or natural language processors used to provide generative responses for content collaboration platforms.

Abstract: An example method, performed by a remote collector executing on a management node, may include monitoring an endpoint based on a first client certificate. Further, the method may include receiving a request to update the first client certificate in the endpoint. In response to receiving the request, the method may include generating a second client certificate for the endpoint and storing the second client certificate in a storage unit. Furthermore, the method may include applying a control command to the endpoint that causes replacement of the first client certificate with the stored second client certificate in the endpoint. Upon replacing the first client certificate with the second client certificate, the method may include monitoring the endpoint based on the second client certificate.

Abstract: An ultrasound signal processor uses an excitation generator to cause displacement of a membrane or surface while a series of ultrasound pulses are applied to the membrane or surface. Phase differences between a transmitted signal and received signal are examined to determine the movement of the membrane or surface in response to the applied excitation. An examination of the phase response of the membrane or surface provides a determination as to whether the fluid type behind the membrane or surface is one of: no fluid, serum fluid, or purulent fluid.

Abstract: An ultrasound signal processor uses an excitation generator to cause displacement of a tympanic membrane while a series of ultrasound pulses are applied to the tympanic membrane. Phase differences between a transmitted signal and received signal are examined to determine the movement of the tympanic membrane in response to the applied excitation. An examination of the phase response of the tympanic membrane provides a determination as to whether the fluid type behind the tympanic membrane is one of: no fluid, serum fluid, or purulent fluid.

Abstract: Systems and methods for a hierarchical step-up authentication mechanism include monitoring access to one or more private applications; responsive to a request to access the one or more private applications, determining an Authentication Level (AL) of a user associated with the request, wherein determining the AL of the user comprises referencing one or more AL trees; and responsive to determining an AL of the user, performing one or more actions based thereon, wherein the one or more actions comprises one of allowing access to the one or more private applications and denying access to the one or more private applications.