Abstract: The present disclosure provides methods, systems and storage media for conducting a security review of a system. Certain examples relate to the use of trained generative AI to generating a root security query using a machine learning (ML) generator, based on a system description. A security requirement associated with the root security query is extracted, and an indication of the root security query is output at a user interface. A user input is received in response, and the ML generator generates a follow-up request that is output via the user interface. A second user input is received in response to the follow-up request, and the ML generator then determines that the security requirement is not satisfied by the target system.

Abstract: Methods, apparatuses, or computer program products provide for generating a service risk analysis score data object. A service risk analysis request associated with an unreleased code object is received. One or more service risk analysis attributes are extracted using a service risk analysis layer based at least in part on the unreleased code object. A service risk analysis score data object is generated using a service risk analysis machine learning model based at least in part on the one or more service risk analysis attributes. The service risk analysis score data object is output.

Abstract: The present invention discloses a system and method for recommending workforce and associated skillset for a task. The method includes receiving a description of the task from a user along with details of current participants to determine roles associated with the task. Next, the method includes determining skills and required number of candidates for handling the determined roles. Next, the method includes filtering candidates for handling the roles based on the skills and the required number of candidates for determining psychometric qualities of the filtered candidates and current participants. Next, the method includes determining psychometric compatibility score of the filtered candidates with current participants based on corresponding psychometric qualities. Thereafter, the method includes recommending potential team including the filtered candidates based on the psychometric compatibility score and the required number of candidates.

Abstract: A protection device for the head of a human comprising an airbag having an outer skin enclosing a gas space. The inflated airbag of this protection device covers at least a part of the face of said human.

Abstract: A method of integrating a wireless network site may include receiving a first signal indicating that a component associated with the wireless network site is in a first stage. The method may include verifying that the component associated with the wireless network site is functioning according to the first stage. The method may include determining an entity associated with a second stage, based at least in part on the component associated with the wireless network site and the first stage. The method may include transmitting a signal to the entity, the signal associated with one or more tasks further associated with the second stage. The method may include receiving a second signal indicating that the component associated with the wireless network site is in the second stage. The method may include verifying that the component associated with the wireless network site is functioning according to the second stage.

Abstract: A method of restricting operation of a lift device includes obtaining an indication of extension of a first extendable stabilizing member that protrudes from a first side of the lift device and extension of a second extendable stabilizing member that protrudes from a second side of the lift device. The method also includes determining, based on the first extendable stabilizing member being fully extended, a full reach envelope for the first side of the lift device. The method also includes determining, based on the second extendable stabilizing member being only partially extended or stowed, a reduced reach envelope for the second side of the lift device. The method also includes restricting operation of the lift device beyond the full reach envelope on the first side and beyond the reduced reach envelope on the second side.

Abstract: An apparatus comprises at least one processing device configured to obtain data associated with software products from a plurality of data sources, to identify association between portions of the data and respective ones of the software products, and to determine relationships between different subsets of the data obtained from different ones of the data sources based on the identified associations. The processing device is also configured to generate, for a given software product based on the determined relationships, a software product model data structure comprising portions of first and second subsets of the data obtained from different data sources. The processing device is further configured to generate, in response to a request received from a data consumer, a visualization of information related to the given software product based on the software product model data structure and role-based access rules for a given role of the data consumer.

Abstract: A lift vehicle includes a chassis, a lift apparatus, an extendable stabilizing member, a sensor, and a controller. The lift apparatus raises or lowers an implement or platform. The extendable stabilizing member can be driven to extend or retract in a direction outwards from the chassis by an actuator between a stowed position and a deployed position. The extendable stabilizing member engages a ground surface. The sensor measures a position of the extendable stabilizing member. The controller obtains the position of the extendable stabilizing member from the sensor. The controller determines a reach envelope based on the position of the extendable stabilizing member. The reach envelope may be reduced in size responsive to retraction of the extendable stabilizing member. The controller operates the lift apparatus according to a user input and restricts operation of the lift apparatus to a point beyond the reach envelope.

Abstract: A switchgear is disclosed, which comprises a switchgear housing, a number of busbars and a number of disconnectors with-in the switchgear housing, wherein the disconnectors are arranged in the course of the busbars. Moreover, the switchgear comprises a dis-connector housing, which is arranged within the switchgear housing and encompasses at least the disconnectors. The disconnector housing has at least one bottom opening and at least one top opening allowing an air flow from the at least one bottom opening to the at least one top opening via said disconnectors.

Abstract: Provided herein are methods of treating nalbuphine-treatable disorders in a hepatically impaired patient.

Abstract: A method and system for controlling implementation of dynamic content modification. The disclosure provides for using at least one steganographically-encoded timestamp in a media stream transmitted to a media client as a basis to determine a transmission delay for media-stream transmission to the media client, and for providing the determined transmission delay as a basis to facilitate control over whether to have the media client implement dynamic content modification. In addition, the disclosure provides for receiving respectively from each of various media clients a report indicating transmission delay determined for the media client based on such steganographically-encoded timestamp data, and using the transmission delays for the media clients to establish a dynamic-content-modification footprint that could be used to control whether, where, and to what extent dynamic content modification will be applied.

Abstract: A method for controlling a dual fuel engine system includes estimating a total indicated engine load, where the total indicated engine load is based on a sum of a measured engine power and a power loss estimate. The method further includes determining a total fueling amount based on an engine speed and the total indicated engine load, where the total fueling amount includes a gas fueling amount and a diesel fueling amount. The method also includes controlling the dual fuel engine system using the total fueling amount.

Abstract: A network management device and a method for the network management device is provided. The method for the network management device involves storing an indication of a frequency band used by a wireless backhaul network. One or more corresponding Wi-Fi channels which overlap with the frequency band are identified. A message indicating that the one or more corresponding Wi-Fi channels are not available for use is generated and transmitted to wireless network devices in a local Wi-Fi network. A network device and method for a network device are also provided. The method for the network device involves receiving the message, including the indication of the one or more corresponding Wi-Fi channels, and disabling communication with client devices over the one or more Wi-Fi channels.

Abstract: A device may receive business requirements data for implementing in a cloud data fusion system, and may process the business requirements data, with a machine learning model, to generate a transformation map for transforming the business requirements data. The device may generate code for the cloud data fusion system based on the transformation map, and may identify one or more differences between the code and previous code of the cloud data fusion system. The device may modify the code based on the one or more differences and to generate modified code, and may validate the modified code for transformation logic of the cloud data fusion system to generate final code. The device may perform one or more actions based on the final code.

Abstract: The present disclosure provides methods for inhibiting entry of a virus into a host cell using picolinic acid or a salt or derivative thereof. The present disclosure also provides methods for treating or preventing a viral infection in a subject by administering picolinic acid or a salt or derivative thereof. In particular, the methods of the present disclosure are effective for enveloped viruses and syncytium-forming viruses. In some embodiments, the present disclosure provides methods of treating or preventing a SARS CoV-2, Influenza A virus, human parainfluenza virus, herpes simplex virus, Japanese encephalitis virus, Zika virus, or a flavivirus infection.

Abstract: A humeral prosthesis for replacing a proximal humerus includes a prosthesis body which includes a lateral surface, a medial surface, an anterior surface, a posterior surface, and a first superior surface. The lateral surface has a spherical curvature. The anterior and posterior surfaces are each planar and each intersect the first superior surface, the lateral surface, and the medial surface. A first bore extends through the first superior surface and into the prosthesis body. The prosthesis body also includes a plurality of suture openings.

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: Embodiments disclosed include systems and methods for utilizing heat generated by electronic, electrical, mechanical, and electromechanical devices. Embodiments disclosed enable the collection of heat generated from one or more heat-generating components of a device. The collected heat is converted into electrical energy through a Thermoelectric Generator (TEG) integrated within a heat exchanger to obtain auxiliary power. The heat energy is converted to electrical energy by exposing one side of the heat exchanger (hot side) to the heat-generating component of the device, i.e., a high-temperature heat reservoir and an opposite side of the heat exchanger (cold side) to a low-temperature heat reservoir. The main power is received from a power supply system. The main power and auxiliary power are aggregated and supplied to the device for its operation, thereby optimizing power generation and heat management for the device.

Abstract: An automated vehicle (AV) is configured to perform automated travel, and includes vehicle sensors configured to detect a second vehicle in a surrounding environment of the AV. The AV includes at least one of a brake mechanism, an accelerator mechanism, a steering control, and a user interface configured to generate a user response to automated travel by the AV. The AV includes a computing device configured to identify an interaction between the AV and the second vehicle while executing an automated travel path, and receive user responses to automated travel by the AV. The computing device is configured to determine at least one aspect of wellbeing, trust, and satisfaction of the user riding the AV based on the user responses, and determine a learned optimal policy which increases the at least one aspect of wellbeing, trust, and satisfaction based on the user responses.

Abstract: Disclosed herein are system, method, and computer program product embodiments for providing application resiliency using a machine learning model trained to detect potential failures based on computational transaction metrics. A resiliency system may monitor metrics related to an application executing on an enterprise data system. The resiliency system may apply these metrics to a machine learning model trained to identify a potential application failure based on application usage trends. In response to detecting a potential failure of the application, the resiliency system may instruct the application to execute one or more resiliency actions. These may include one or more circuit breaker, rate limiter, time limiter, and/or bulkhead actions. The resiliency actions may aid the application in avoiding failure states. The resiliency actions may also be modified based on feedback metrics to aid the application in quickly restoring service once the failure state has been avoided.