Abstract: An example apparatus comprises service manager circuitry to provide a service option to a user of a virtualized computing component, the service option including a first option to request inventory data and a second option to deploy a data collector agent, obtain a request corresponding to the second option, the request including two or more locations to deploy the data collector agent, and deploy the data collector agent at the two or more locations, and network connectivity selector circuitry to obtain a second request corresponding to the second option, determine connectivity factors for the data collector agent, and determine to collect inventory data from the data collector agent based on the connectivity factors.

Abstract: A method and system for training a virtual agent through fallback analysis is provided herein. The method comprises obtaining a plurality of fallback utterances. The method further comprises classifying the plurality of fallback utterances into one or more of existing intent categories, via a Machine Learning (ML) model. The method further comprises upon unsuccessful classification of one or more utterances of the plurality of fallback utterances, clustering the one or more utterances into one or more groups based on similarities among the one or more utterances, via the ML model. Further, the method comprises generating labels for the one or more groups to determine names of new intent categories associated with the one or more utterances.

Abstract: The systems and methods provide assistance in employee interactions. The systems and methods automatically schedule meetings between a manager and a report in response to changes in human resource data. The systems and methods track the meetings between the manager and the report during a time period and obtain meeting minutes for the meetings. The systems and methods analyze the meeting minutes and automatically generate feedback based on the analysis of the meeting minutes. The feedback is provided to the report or the manager.

Abstract: A method and system for generating conversation flows is provided herein. The method and system comprise storing conversations between at least an agent and at least a user in logs. Further, the method and system comprise extracting topics from the logs. Also, the method and system comprise creating clusters from the extracted topics. The method and system further comprise generating the conversation flows from the clusters.

Abstract: A method of wireless communication performed by a user equipment (UE) includes: operating in a dual SIM dual active (DSDA) mode with respect to a first subscriber identity module (SIM) and a second SIM; controlling transmit operations of the first SIM and the second SIM according to a time division multiplexed (TDM) priority pattern; performing demodulation reference signal (DMRS) bundling on the first SIM, the first SIM having a higher priority state according to the TDM priority pattern; and deferring a priority switch to give the higher priority state to the second SIM until after the first SIM has completed a repetition of DMRS bundling.

Abstract: A method and system for generating a response through a virtual agent is provided herein. The method comprises receiving information associated with a plurality of themes and topics. The method further comprises creating a knowledgebase based on the information received. The method further comprises analyzing the knowledgebase based on an intent identified, using an Artificial Intelligence (AI) model. Further, the method comprises generating a response corresponding to the intent through the virtual agent based on analyzation.

Abstract: A vehicle computing system may implement techniques to determine an action for a vehicle to perform based on a cost associated therewith. The cost may be based on a detected object (e.g., another vehicle, bicyclist, pedestrian, etc.) operating in the environment and/or a possible object associated with an occluded region (e.g., a blocked area in which an object may be located). The vehicle computing system may determine two or more actions the vehicle could take with respect to the detected object and/or the occluded region and may generate a simulation associated with each action. The vehicle computing system may run the simulation associated with each action to determine a safety cost, a progress cost, a comfort cost, an operational rules cost, and/or an occlusion cost associated with each action. The vehicle computing system may select the action for the vehicle to perform based on an optimal cost being associated therewith.

Abstract: A method and system for training a virtual agent is provided herein. The method and system comprises storing conversations between the virtual agent and a user in logs. The method and system further comprises mining the logs to retrieve utterances. The method and system further comprises computing regression for each of the plurality of the charging time segments. The method and system further comprises providing a score to the utterances. Further, the method ranking the utterances based on the score.

Abstract: A double metal cyanide [DMC] catalyst and a method for the synthesis thereof at room temperature is disclosed herein. Various Schiff bases are incorporated as organic complexing agents in the DMC catalysts. The catalysts of the present invention are highly active for the ring opening polymerization (ROP) of epoxides in the presence of different H-functional initiators to produce polyether polyols (PEPO) with a wide range of average molecular weight (Mw) and polydispersity index (PDI).

Abstract: Certain aspects of the present disclosure provide techniques for merging pages in communications systems using carrier aggregation (CA) or secondary component carriers (SCCs). An example method that may be performed by a user equipment (UE) includes: operating in a connected mode using a default data subscription (DDS) associated with a primary cell (PCell); detecting one or more secondary cells (SCells) associated with the DDS are configured for operating in the connected mode; and decoding one or more paging messages using at least a secondary component carrier (SCC) associated with a first SCell of the one or more SCells.

Abstract: A fractional sampling-rate converter includes a first-in first-out (FIFO) buffer, a write logic, a read logic and a fractional interpolator. The write logic is designed to write input data samples into the FIFO at a first rate. The fractional interpolator is coupled to receive the input data samples from the FIFO and is designed to generate corresponding interpolated data samples as an output of the fractional sampling-rate converter at a second rate. The read logic is designed to cause input data samples in the FIFO buffer to be transferred to the fractional interpolator. A ratio of the second rate and the first rate is a fractional number greater than one.

Abstract: The invention concerns molecular biomarkers useful for screening individuals for steroid resistance and steroid sensitivity in the selection of treatments for keloids and other conditions. Aspects of the invention include a method for determining whether or not an individual will respond beneficially to a steroid therapy; a method for selecting a therapy for an individual having a condition, using the screening method; a method for treating a condition of an individual, using the screening method; and a detection device useful for detecting expression levels of the biomarkers.

Abstract: A method comprises storing an ontology for a data store, wherein the ontology comprises a plurality of data object types and a plurality of object property types. The method also comprises storing a validator for a particular object property type of the plurality of object property types, wherein the validator specifies a permitted value for the particular object property type, and storing a parser definition corresponding to the particular object property type, wherein the parser definition specifying a permitted format for the particular object property type. In addition, the method comprises receiving user input that changes a particular data object type of the plurality of data object types, including changing the particular object property type. Finally, the method comprises updating the validator for the particular object property type, and updating the parser definition corresponding to the particular object property type.

Abstract: A data processing system for recommending insurance plans implements obtaining an electronic copy of demographic information associated with a user; analyzing the demographic information with a first machine learning model to recommend a bundle of insurance policies based on the demographic information, wherein the first machine learning model is configured to group insured people having similar demographics into clusters and to generate the bundle of insurance policies based on predicted medical insurance consumption associated with a respective group into which the model predicts that the first user falls; customizing the recommended bundle of insurance policies based on the demographic information associated with the user to generate a customized bundle of insurance policies; generating an insurance recommendation report that presents the customized bundle of insurance policies to the user; and causing a user interface of a display of a computing device associated with the user to present the insurance rec

Abstract: The disclosure is directed to new crystalline tebipenem pivoxil salt forms, including a crystalline tebipenem pivoxil ethane sulfonate salt form (Form A), a crystalline tebipenem pivoxil ketoglutarate salt form (Form A), tebipenem pivoxil maleate salt forms (Form A and Form B), a tebipenem pivoxil malate salt form (Form A), a tebipenem pivoxil methane sulfonate salt form (Form B), a tebipenem pivoxil hydrobromide salt form (Form B), and a tebipenem pivoxil edisylate salt form (Form A). The disclosure also includes a composition, comprising a crystalline tebipenem pivoxil salt and a pharmaceutically acceptable carrier and further includes a method for treating an antibiotic resistant bacterial infection, comprising administering to a patient in need of such treatment a therapeutically effective amount of a crystalline tebipenem pivoxil salt.

Abstract: Methods, systems, and apparatus for generating user interface elements for an entity in response to a search query. The method includes receiving a request that includes the entity and one or more context terms. In response to determining to provide the search results page including knowledge elements, the method identifies knowledge elements for the entity that include facts relating to the entity and identifies content in at least one knowledge element of the knowledge elements for the entity that relates to data identifying the entity and the one or more context terms. The method generates the user interface elements for at least some of the knowledge elements, including generating a user interface element for the knowledge element that includes a change of appearance of the content. The user interface elements are provided in the search results page in response to the request.

Abstract: The present invention provides a non-aqueous suspension of anticancer agent, particularly injectable suspension. The present invention particularly provides a non-aqueous injectable suspension of anticancer agent comprising therapeutically effective amount of water-soluble anticancer agent, with or without stabilizing agent, non-aqueous vehicle and optionally one or more inactive excipients and also provides process for preparing the same.

Abstract: A system and method for establishing trust between management entities with different authentication mechanisms in a computing system utilizes a token exchange service to acquire a second security token used in a second management entity in exchange for a first security token used in a first management entity. When a request with the second security token is sent from the first management entity to the second management entity, the second security token is validated using a public key from the first management entity at the second management entity. After validation, the request is processed at the second management entity and a response is transmitted to the first management entity.

Abstract: A method and system are disclosed for performing a trailer operation for a vehicle having a tow ball. The method includes receiving a first image from a rear camera disposed along a rear portion of the vehicle in a first position; and detecting a pixel position of a representation of the tow ball in the first image. Following the rear camera being moved from the first position to a second position along the rear portion of the vehicle, the method includes receiving a second image from the rear camera. The method also includes detecting a second pixel position of a representation of the tow ball in the second image; and estimating a position of the tow ball relative to the vehicle based on the first and second positions of the rear camera and the detected pixel positions of the representations of the tow ball in the first and second images.

Abstract: A method of wireless communication performed by a user equipment (UE) may include: performing, for a first subscription, a first handover from a first cell to a second cell; and performing, for a second subscription, a second handover from a third cell to a fourth cell. In some aspects, at least one of the performing the first handover or the performing the second handover is based on: a difference in signal strength between the first cell and the third cell exceeding a first threshold; and a difference in signal strength between the second cell and the fourth cell being equal to or less than the first threshold.