Abstract: A computer-implemented method to dynamically adjust prioritization in a message system. A message manager may receive, by a message system and from a producer, a plurality of messages. A message manager may determine, based on a set of prioritization rules; a priority score for each message of the plurality of messages, wherein the set of prioritization rules is based on feedback from a set of messages previously processed by the message system. A message manager may send, selectively and based on the priority, each message to a consumer for each message to be processed.

Abstract: Managing container updates is provided. A changed file corresponding to a new version of an application is retrieved from a persistent volume based on a mapping between the new version of the application and the changed file. The changed file corresponding to the new version of the application is loaded in a corresponding file of a running container to update the corresponding file of the running container without redeploying the running container using an updated container image.

Abstract: An embodiment monitors a code repository for changes made to source code. The embodiment detects a change made to the source code, and upon detecting the change made to the source code, identifies a potentially impacted workflow node of a workflow based on the change made to the source code. The embodiment identifies an execution tree of the workflow that contains the potentially impacted workflow node. The embodiment identifies a set of test cases corresponding to the execution tree. The embodiment generates a test case recommendation based on the set of test cases identified. The embodiment transmits the test case recommendation to a user device.

Abstract: A steering system includes: a steering gear body, where the steering gear body includes a steering gear input shaft and a gear shaft; a decoupling mechanism, where the decoupling mechanism is configured to decouple the steering gear input shaft from the gear shaft or couple the steering gear input shaft to the gear shaft; and a limiting mechanism, where the limiting mechanism is configured to limit a range of a steering angle of the steering gear input shaft, in response to that the steering gear input shaft is decoupled from the gear shaft or that the steering gear input shaft is coupled to the gear shaft.

Abstract: Evaluating system high availability is provided. An analysis of a result of a system availability and resiliency assessment of a real-world system is performed under each of a plurality of simulation scenarios based on a set of metrics. A set of recommendations is generated to increase system availability and resiliency of the real-world system based on the analysis of the result of the system availability and resiliency assessment of the real-world system under each of the plurality of simulation scenarios utilizing the set of metrics.

Abstract: Embodiments receive user data from a device; create a user profile based on the user data; train an artificial intelligence (AI) model using the user profile and historical user profiles; determine a long term cognitive state score (CSS) and a real-time CSS using the trained AI model; determine that an Alzheimer's risk score is below a predetermined Alzheimer's threshold based on the long term CSS and the real-time CSS; and provide a notification in response to the Alzheimer's risk score being below the predetermined Alzheimer's threshold.

Abstract: Aspects of the present disclosure relate to machine learning (ML) prompt management. A first prompt can be embedded to generate a first prompt vector. A similarity search can be performed using the first prompt vector to select a matching prompt vector, the matching prompt vector corresponding to a second prompt. The first prompt can be updated using the second prompt. The updated first prompt can be provided to a machine learning (ML) model, where the ML model generates an output based on the updated first prompt.

Abstract: Provided is a method, system, and computer program product for implementing automated pattern-based editing techniques using human-computer interaction (HCl) analysis. A processor may monitor, using HCl analysis, editing operations of a set of text of an electronic document. The processor may analyze the editing operations of the set of text to identify an editing pattern. The processor may search the electronic document to identify a similar set of text to be edited based on the identified editing pattern. The processor may generate, based on the editing pattern, an automated editing command script to perform the editing operations on the similar set of text. The processor may deploy the automated editing command script to apply the editing operations automatically to the similar set of text of the electronic document.

Abstract: Communication using light fidelity (LiFi) communication signals includes receiving LiFi communication signals from a light source. The LiFi communication signals are associated with a set of spectrum characteristics indicative of a set of chemical compounds. The set of chemical compounds is associated with the light source. The set of spectrum characteristics of the LiFi communication signals is analyzed. The set of spectrum characteristics of the LiFi communication signals is compared with a specified set of spectrum characteristics based on the analyzing of the set of spectrum characteristics. The LiFi communication signals are decoded based on the comparing. This enhances the security of data transmitted using the LiFi communication signals.

Abstract: Techniques are described with respect to a system, method, and computer product for a method for optimizing security in a virtual environment. An associated method includes tracking a plurality of activities associated with at least one avatar of the virtual environment and determining a plurality of contextual information associated with the plurality of activities. The method further including analyzing the plurality of activities based on the plurality of contextual information to determine a theme associated with the virtual environment and classifying the plurality of activities based on the analysis and theme.

Abstract: A computer implemented method manages a topology for a network computing system. A number of processor units determines tasks for a workload to be performed by computing devices in the network computing system. The number of processor units creates the topology for performing the tasks in the workload. The topology comprises nodes representing the tasks assigned to the computing devices. The nodes are connected to each other based on an execution order for the tasks, and the topology has alternative paths for performing the tasks for the workload. The number of processor units determines energy consumption for the alternative paths in the topology. The number of processor units selects a particular path from the alternative paths for performing the tasks for the workload based on the energy consumption for the alternative paths.

Abstract: A method, and associated system and computer program product, is disclosed that includes prompting a user to perform a first task within a virtual environment. The first task is suggestive of whether the user exhibits one or more symptoms of a set of predetermined symptoms indicative of a cognitive disorder. The method further includes assessing performance of the first task responsive to user inputs received from one or more input devices, and determining, based on the performance of the first task, whether performance of one or more additional tasks is needed to conclusively assess whether the user exhibits any of the one or more symptoms. The method further includes reporting, based on the performance of the first task and the performance of the one or more additional tasks when needed, an assessment of whether the user exhibits any of the one or more symptoms.

Abstract: A system may include a memory storing program instructions. A system may include a processor in communication with the memory, the processor being configured to execute the program instructions to perform processes comprising: receiving a videotelephony feed from a first videotelephony terminal, routing the videotelephony feed through a videotelephony controller comprising a translation module and a captioning module, translating, by the translating module, communication from a language used in the videotelephony feed into a language of a second videotelephony terminal generating a translation, captioning, by captioning module, the translation onto the videotelephony feed, delaying the videotelephony feed until the translating and captioning are completed for each segment of the videotelephony feed; and displaying the delayed videotelephony feed with captions to the second videotelephony terminal.

Abstract: A method, according to one approach, includes retrieving, from a knowledge graph, first information associated with first resources in a source language, and using the first information to generate sentences that detail a context of the first resources and relationships that the first resources have with second resources. The method further includes causing a fine-tuned large language model (LLM) to grade a first translation element, where the first translation element is a translation of a first portion of the first resources to a target language. The method further includes using the grade to validate the first translation element. A computer program product, according to another approach, includes one or more computer-readable storage media, and program instructions stored on the one or more storage media to perform the foregoing method.

Abstract: An embodiment includes responsive to receiving a request by a system, determining if the request is a write operation of a vector embedding to a block of a data store of the system. The embodiment includes performing the write operation of the vector embedding to the block of the data store wherein the block is determined according to a rule. The embodiment also includes extracting an identifier of the block and modifying a metadata value of the data store with the identifier and the rule.

Abstract: An embodiment includes responsive to receiving a request by a system, determining if the request is a write operation of a vector embedding to a block of a data store of the system. The embodiment includes performing the write operation of the vector embedding to the block of the data store wherein the block is determined according to a rule. The embodiment also includes extracting an identifier of the block and modifying a metadata value of the data store with the identifier and the rule.

Abstract: Authentication management by receiving a request to initiate an authentication from a computing device of a user, directing the request to a selected authentication service of a plurality of authentication services, wherein the selected authentication service is determined dynamically based on respective authentication metrics of the plurality of authentication services, receiving authentication information via the selected authentication service, and authenticating the user based on the received authentication information.

Abstract: A computer-implemented method, system and computer program product for scaling a resource of a Database as a Service (DBaaS) cluster in a cloud platform. User service requests from a service cluster to be processed by the DBaaS cluster are received. A first set of tracing data is generated by a service mesh, which facilitates service-to-service communication between the service cluster and the DBaaS cluster, from the user service requests. A second set of tracing data is generated by the DBaaS cluster from handling the user service requests. A dependency tree is then generated to discover application relationships to identify potential bottlenecks in nodes of the DBaaS cluster based on these sets of tracing data. The pod(s) of a DBaaS node are then scaled based on the dependency tree, which is used in part, to predict the utilization of the resources of the DBaaS node identified as being a potential bottleneck.

Abstract: A request to share an object is received within a virtualized screen sharing management application. A virtualized display for sharing the object is generated. The object is mapped to the virtualized display. Responsive to the request, the object is shared within the virtualized screen sharing management application via the virtualized display.

Abstract: The present disclosure provides a solid state disk reading method and apparatus, a device, and a non-volatile readable storage medium.