METHODS AND SYSTEMS FOR GENERATING DOCUMENTS WITH A TARGETED STYLE
Granted: October 7, 2021
Application Number:
20210312122
Embodiments for generating text with a target style are provided. A target corpus is analyzed to determine a style representation associated with the target corpus. A source text is analyzed to determine a meaning representation associated with the source text. A target text is generated utilizing the target style representation associated with the target corpus and the meaning representation associated with the source text.
ANOMALOUS CACHE COHERENCE TRANSACTION DETECTION IN A HETEROGENEOUS SYSTEM
Granted: October 7, 2021
Application Number:
20210312093
Embodiments for mitigating security vulnerabilities in a heterogeneous computing system are provided. Anomalous cache coherence behavior may be dynamically detected between a host and one or more accelerators using a cache controller at a shared last level cache based upon a pair-based coherence messages functioning as a proxy for indicating one or more security attack protocols.
PROVIDING CAUSALITY AUGMENTED INFORMATION RESPONSES IN A COMPUTING ENVIRONMENT
Granted: October 7, 2021
Application Number:
20210311996
Various embodiments are provided for providing causality augmented information in a computing environment by a processor. An information retrieval response may be augmented, based upon a query, with a plurality of selected causality data relating to the query. The information retrieval response may be generated from an information retrieval system.
INTELLIGENT APPLICATION SCENARIO TESTING AND ERROR DETECTION
Granted: October 7, 2021
Application Number:
20210311860
Embodiments for intelligent application scenario testing and error detection by a processor. One or more modified application scenarios may be automatically generated from an initial application scenario having configuration data and a plurality of operations relating to an error. The one or more modified application scenarios are variations of the initial application. The one or more modified application scenarios may be executed to detect the existence or non-existence of the error in…
Machine Learning Model For Micro-Service Compliance Requirements
Granted: September 30, 2021
Application Number:
20210304063
Embodiments relate to a computer system, computer program product, and computer-implemented method to train a machine learning (ML) model using artificial intelligence to learn an association between (regulatory) compliance requirements and features of micro-service training datasets. The trained ML model is leveraged to determine the compliance requirements of a micro-service requiring classification. In an exemplary embodiment, once the micro-service has been classified with respect to…
INSTRUCTION SEQUENCE MERGING AND SPLITTING FOR OPTIMIZED ACCELERATOR IMPLEMENTATION
Granted: September 30, 2021
Application Number:
20210303306
Embodiments for implementing optimized accelerators in a computing environment are provided. Selected instruction sequence code blocks derived from one or more application workloads may be consolidated together to activate one or more accelerators subject to one or more constraints and projections.
INCIDENT ROOT CAUSE ANALYSIS USING GALOIS CONNECTIONS
Granted: September 23, 2021
Application Number:
20210294681
A method of identifying an incident root cause probability that includes identifying, using a monitoring system, a first incident/incident class and generating, using a change management application, a first change request and change class. The method also includes generating, from the change management application, a second change request from a second incident, and where the first and second incidents are in a set of incidents, and where the first and second change requests are in a…
RANKING OF ASSET TAGS
Granted: September 23, 2021
Application Number:
20210297322
An embodiment includes calculating an efficacy value of a context assigned to an asset, the efficacy value being based at least in part on a percentage of assets assigned to the context. The embodiment also includes calculating, responsive to the calculated efficacy value being within a predetermined range, a normalized relevance value of a first tag associated with the asset. The embodiment also includes generating relative relevance value for the first tag and a reason code associated…
Assessment of Inconsistent Statements to a Recipient Group
Granted: September 23, 2021
Application Number:
20210295178
Embodiments are provided that relate to a computer system, a computer program product, and a machine-implemented method for assessing a statement by an entity to a recipient group, particularly in a social media environment, for an inconsistency with a previous (historical) statement to the same recipient group, and notifying the entity of the inconsistency. In certain embodiments, an alternative statement is provided.
Automatically Generating Diverse Text
Granted: September 23, 2021
Application Number:
20210295172
Embodiments relate to an artificial intelligence (AI) computer platform to incorporate synthetic data and ground truth data, and to promote diversity and accuracy in generating the synthetic data. Synthetic questions are generated by a question generator in response to semantically related ground truth passage and answer data. Each generated question is presented to an answer generator together with the semantically related ground truth passage. Each synthetic question is evaluated with…
COGNITIVE TUNING OF SCHEDULING CONSTRAINTS
Granted: September 16, 2021
Application Number:
20210287157
An embodiment includes parsing form data into a plurality of form values received with a schedule request and assembling the form values into a search vector. The embodiment searches historical data using a nearest neighbor algorithm that inputs the search vector and identifies first and second sets of historical vectors comprising that are closest by Euclidean distance to the search vector. The embodiment calculates an enhanced constraint vector comprising an average value based at…
Inducing Creativity in an Artificial Neural Network
Granted: September 16, 2021
Application Number:
20210287101
Embodiments relate to a system, program product, and method for inducing creativity in an artificial neural network (ANN) having an encoder and decoder. Neurons are automatically selected and manipulated from one or more layers of the encoder. An encoded vector is sampled for an encoded image. Decoder neurons and a corresponding activation pattern are evaluated with respect to the encoded image. The decoder neurons that correspond to the activation pattern are selected, and an activation…
APPLICATION SELECTION BASED ON CUMULATIVE VULNERABILITY RISK ASSESSMENT
Granted: September 16, 2021
Application Number:
20210286880
Using a processor and a memory of a testing system, a set of vulnerability testing instructions is executed relative to an application, causing an output of a set of vulnerabilities from the testing system. By executing a probability model, a first probability of adverse impact corresponding to a first vulnerability in the set of vulnerabilities is computed. The first vulnerability and the first probability of adverse impact are added to a vulnerability repository. Using the first…
AUTOMATED SELECTION OF PERFORMANCE MONITORS
Granted: September 16, 2021
Application Number:
20210286699
An embodiment includes extracting statistical data associated with invocation of an application programming interface (API) from a log and using the statistical data to calculate a performance value and generate an aggregate dataset that combines the performance value with performance values associated with other invocations of the API. The embodiment includes calculating metric values for performance values for respective time intervals of a time period and calculating mean and standard…
PREREQUISITE DRIVEN DYNAMIC INFRASTRUCTURE ORCHESTRATION
Granted: September 16, 2021
Application Number:
20210286653
A system, computer program product, and method are provided for dynamically orchestrating a prerequisite driven codified infrastructure. A prerequisite defines deployment of one or more resources in the codified infrastructure through the use of a codified logic expression. One or more probes are created and leveraged to monitor a dynamic resource state for one or more prerequisites. A new codified infrastructure is generated based on the change(s) to the monitored dynamic resource state…
METHODS AND SYSTEMS FOR RECOMMENDING ACTIVITIES TO USERS ONBOARD VEHICLES
Granted: September 16, 2021
Application Number:
20210285784
Embodiments for generating recommendations for user activity onboard a vehicle are provided. A first user and a second user onboard a vehicle are identified. A relationship between the first user and the second user is determined based on at least one information source associated with at least one of the first user and the second user. A traffic condition associated with the vehicle traveling to a destination is detected. A recommendation of an joint activity for the first user and the…
PERFORMANCE OPTIMIZATION OF CLASS INSTANCE COMPARISONS
Granted: September 9, 2021
Application Number:
20210279044
An embodiment includes executing a code interpretation engine such that the interpretation engine interprets a first portion of a source code that includes a first comparison between a first pair of operands. The embodiment also includes performing, in memory, a first bitwise comparison between a block A1 and a block B1 of the first portion of the source code. The embodiment also speeds up execution of the first portion of the source code responsive to the first bitwise comparison…
METHODS AND SYSTEMS FOR GRAPH COMPUTING WITH HYBRID REASONING
Granted: September 9, 2021
Application Number:
20210279621
Embodiments for graph computing are provided. A graph including a plurality explicit nodes and at least one implicit node is generated. A first of the plurality of explicit nodes and a second of the plurality of explicit nodes are traversed between utilizing deductive reasoning. A third of the plurality of explicit nodes and a fourth of the plurality of explicit nodes are traversed between through the at least one implicit node utilizing inductive reasoning.
Contrastive Neural Network Training in an Active Learning Environment
Granted: September 9, 2021
Application Number:
20210279566
Embodiments relate to a system, program product, and method for training a contrastive neural network (CNN) in an active learning environment. A neural network is pre-trained with labeled data of a historical dataset. The CNN is trained for the new dataset by applying the new dataset and contrasting the new dataset against the historical dataset to extract novel patterns. Features novel to the new dataset are learned, including updating weights of the knowledge operator. The borrowed…
PREVENTING UNTRUSTED SCRIPT EXECUTION
Granted: September 9, 2021
Application Number:
20210279326
Using a first key, an encrypted file fingerprint is decrypted, the decrypting resulting in a decrypted file fingerprint. Using a hash function on a script file, a script file fingerprint is computed, the script file intended to be executed by an interpreter. Responsive to the script file fingerprint matching the decrypted file fingerprint, the script file is executed.
