GRAVITY BASED ROUTING OPTIMIZATION FOR GOODS OR DATA
Granted: July 20, 2023
Application Number:
20230229982
From a first set of natural language documents describing a demand for a movable physical item, a set of demand features is extracted. From a second set of natural language documents describing a supply of the movable physical item, a set of supply features is extracted. A correlation quantifying a relationship between the set of demand features and the set of supply features is computed. Using the correlation and the correlation trend, an attraction between the set of demand features…
IMAGE SYNTHESIS BASED ON PREDICTIVE ANALYTICS
Granted: July 20, 2023
Application Number:
20230229707
An embodiment includes analyzing a first digital image using a first trained neural network that classifies the first image as having a first context based on a plurality of characteristics of the first image. The embodiment generates a data structure that associates first and second elements depicted in the first image based on an affinity detected between the first and second elements in the first context. The embodiment executes a querying process that searches for information…
DYNAMIC BANDWIDTH ALLOCATION IN CLOUD NETWORK SWITCHES BASED ON TRAFFIC DEMAND PREDICTION
Granted: July 13, 2023
Application Number:
20230224258
Embodiments for dynamic bandwidth allocation in cloud network switches in a cloud computing environment are provided. Quality of service (QoS) policies may be dynamically changed in one or more cloud network switches based on dynamically estimating expected traffic demands for each of a plurality of traffic classes, wherein bandwidth is dynamically allocated among queues based on changing the QoS policies.
LOCATION-AWARE PROTECTION SYSTEM OF LATCHES (LAPS-L)
Granted: July 13, 2023
Application Number:
20230222279
Embodiments for providing enhanced location-aware protection of latches in a computing environment are provided. One or more latches are combined in one or more of a plurality of bounding boxes on a two-dimensional circuit design layout based on one or more rules. A location-aware interleaving of error correction codes (“ECC”) and burst error correction codes may be selectively applied to one or more latches in those of the plurality of bounding boxes, where multiple bit errors are…
GOVERNED DATABASE CONNECTIVITY (GDBC) THROUGH AND AROUND DATA CATALOG TO REGISTERED DATA SOURCES
Granted: July 13, 2023
Application Number:
20230222240
An embodiment includes receiving, at database connectivity (DBC) layer, a request to access data of a data source, wherein the data source is registered with a data catalog that includes data governance artifacts, and wherein the request is made via a connection that bypasses the data catalog. The embodiment also includes comparing, by a governance manager at the DBC layer, an access privilege level for a credential associated with the request to access requirements of requested data…
COGNITIVE RECOGNITION AND REPRODUCTION OF STRUCTURE GRAPHS
Granted: July 13, 2023
Application Number:
20230222150
An embodiment includes executing a querying process that returns database documents containing text associated with a database environment. The embodiment tokenizes the database documents into a series of n-gram tokens and groups the tokens into topic classes using natural language processing (NLP). The embodiment also generates a feature map by applying a convolution layer to an image that depicts a database structure graph of the database environment. The embodiment detects an…
METHODS AND SYSTEMS FOR MANAGING AS-A-SERVICE SYSTEMS IN THE EVENT OF CONNECTIVITY ISSUES
Granted: July 13, 2023
Application Number:
20230222047
Embodiments for managing an as-a-service (aaS) computing system by a processor are provided. Input provided by at least one computing device to a cloud platform is monitored. Output provided by the cloud platform to the at least one computing device in response to the input provided by the at least one computing device is monitored. At least one local model is generated based on the input provided to the cloud platform and the output provided to the at least one computing device.
COGNITIVE ALLOCATION OF SPECIALIZED HARDWARE RESOURCES
Granted: July 13, 2023
Application Number:
20230221992
An embodiment includes tokenizing a code segment generated by an integrated development environment responsive to user input, the tokenizing resulting in a tokenized code segment. The embodiment generates a search query by analyzing the tokenized code segment using a trained neural network. The embodiment executes a querying process that searches a knowledge base using the search query for a hardware requirement associated with the code segment, and detects a search result that conveys…
COGNITIVE DETECTION OF USER INTERFACE ERRORS
Granted: July 13, 2023
Application Number:
20230221847
An embodiment includes detecting an interface element and an element attribute of the interface element in a series of views of a user interface, and then after an update of the user interface, detecting a candidate element and a candidate element attribute in a series of views of the updated user interface. The embodiment then determines that the updated user interface lacks any errors using a decision tree that includes comparisons of all interface elements of the user interface to…
DISTRIBUTED HEALTH MONITORING AND REROUTING IN A COMPUTER NETWORK
Granted: July 6, 2023
Application Number:
20230216781
An embodiment detects, by a packet detection module on a first worker node, a first synchronization message (SYN) issued from a client pod on the first worker node and directed to a first server pod on a second worker node and generates a first SYN record in a connection table stored on the first worker node. The embodiment detects, by the packet detection module, a second SYN issued from the client pod and directed to the first server pod and generates a server pod status record stored…
AUTOMATED QUERY BASED CHATBOT PROGRAMMING
Granted: July 6, 2023
Application Number:
20230214710
At a first chatbot, a query expressed in natural language form is received. It is determined that responding to the query requires data external to the first chatbot. From a data source external to the first chatbot, response data corresponding to the query is obtained. Using the response data, the query is responded to in natural language form. Using the response data, the first chatbot is updated.
CONTRASTIVE EXPLANATIONS FOR HIERARCHICAL RULE-BASED DECISION POLICIES
Granted: July 6, 2023
Application Number:
20230214680
An embodiment includes receiving an explanation request that includes an undesired output resulting from an input case of a hierarchical rule-based decision policy specified by an acyclic dependency graph, and further includes an alternative desired output from the hierarchical rule-based decision policy. The embodiment also includes computing a network of intermediate explanations for required ranges of respective decision nodes that achieve the desired output from the hierarchical…
CONTEXTUAL AND PERSONALIZED REAL TIME CONTENT MODIFICATION FOR LANGUAGE ASSISTANCE
Granted: July 6, 2023
Application Number:
20230214580
By analyzing a natural language content concurrently with a presentation of the natural language content, a first language of the natural language content is detected. By analyzing the natural language content concurrently with the presentation of the natural language content, it is detected that a subset of the natural language content is expressed in a second language, wherein the second language is different from the first language, wherein a set of known languages comprises the first…
INTELLIGENT EXPANSION OF REVIEWER FEEDBACK ON TRAINING DATA
Granted: July 6, 2023
Application Number:
20230214454
An embodiment generates an initial set of training data from monitoring data. The initial set of training data is generated by combining outputs from a plurality of pretrained classifiers. The embodiment trains a new classification model using the initial set of training data to identify anomalies in monitoring data. The embodiment performs a multiple-level clustering of the data samples resulting in a plurality of clusters of sub-clusters of data samples, and generates a review list of…
AUTOMATIC NEUTRAL POINT OF VIEW CONTENT GENERATION
Granted: July 6, 2023
Application Number:
20230214411
From a set of natural language text documents, a concept tree is constructed. For a node in the concept tree a polarity of the subset represented by the node is scored. A second set of natural language text documents is added to the subset, the adding resulting in a modified subset of natural language text documents having a polarity score within a predefined neutral polarity score range. From the modified subset, a bin of sentences is selected according to a sentence selection…
BEHAVIOR BASED MENU ITEM RECOMMENDATION AND PRUNING
Granted: July 6, 2023
Application Number:
20230214088
Using a set of menu to key process mappings, historical menu usage data for an application is aggregated into aggregated key process usage data. A set of key process association rules, each comprising a consequent key process given a particular antecedent key process, is generated. From the set of key process association rules and a set of ranked menus by frequency of usage within each key process, a set of model menu recommendations is generated. According to an application usage…
Graph Neural Network Ensemble Learning
Granted: June 29, 2023
Application Number:
20230206029
A system, computer program product, and method are provided to graph neural network (GNN) ensemble learning. Training data is represented in a graph format, from which two or more subgraphs are sampled. Two or more GNNs are training from feature space sampled from the subgraphs. The GNN ensemble is built from the trained GNNs, and subject to testing data. Application of the testing data to the GNN ensemble generates output in the form of an ensemble value, with the output configured to…
IOT DEVICE BASED HABIT WORKFLOW MANAGEMENT
Granted: June 22, 2023
Application Number:
20230199081
By monitoring an in-person interaction using a first Internet of Things (IoT) device, an entity relationship between parties in the in-person interaction is identified. Using data resulting from the monitoring, a habit workflow corresponding to the entity relationship is generated, wherein the habit workflow comprises a sequence of habits and a habit in the sequence of habits comprises performance of a behavior. A second IoT device able to monitor execution of the habit workflow is…
FEEDBACK-DIRECTED PASS PIPELINE OPTIMIZATION IN STATIC COMPILATION
Granted: June 22, 2023
Application Number:
20230195437
Feedback-directed pass pipeline optimization in static compilation includes receiving a set of source input of source code by a static compiler. The static compiler initiates a compilation operation on the source code in which, in a pass pipeline during the compilation operation that creates an intermediate representation (IR) representing the source code, a set of optimization diagnostics identified during a first pass of the pass pipeline is emitted into a side file. The pass pipeline…
FEDERATED LEARNING OF MACHINE LEARNING MODEL FEATURES
Granted: June 15, 2023
Application Number:
20230186172
Embodiments for providing enhanced adversarial robustness of machine learning models using certification for federated learning in a computing environment by a processor. Machine learning model updates, a dataset, and a set of hyperparameters may be received. One or more certification parameters and one or more filtered machine learning model updates for a machine learning model may be generated by certifying each of plurality of data points using one or more abstract representations in…
