Experience based dispatch of regulated workloads in a cloud environment
Granted: November 19, 2024
Patent Number:
12147777
Mechanisms are provided for generating electronic data interchange mapping source code. A source code generator, comprising a machine learning trained neural network computer model, receives input data comprising a source document data structure in a first format and a destination document data structure in a second format, different from the first format. The source code generator processes the input data to generate a source code sequence output vector. A source code is generated that…
Log anomaly detection in continuous artificial intelligence for it operations
Granted: November 19, 2024
Patent Number:
12149551
A computer-implemented method, a computer program product, and a computer system for log anomaly detection. A computer receives a windowed log of incoming raw log messages. A computer compares statistical distribution metrics of entities in the windowed log with a statistical distribution extracted from a real-time statistical model for the entities. In response to the statistical distribution metrics being statistically different from the statistical distribution extracted from the…
Predictive microservices activation using machine learning
Granted: November 19, 2024
Patent Number:
12147886
Described are techniques for predictive microservice activation. The techniques include training a machine learning model using a plurality of sequences of coordinates, where the plurality of sequences of coordinates are respectively based upon a corresponding plurality of series of vectors generated from historical usage data for an application and its associated microservices. The techniques further include inputting a new sequence of coordinates representing a series of application…
Federated learning with dataset sketch commitment based malicious participant identification
Granted: November 19, 2024
Patent Number:
12147879
Mechanisms for performing intelligent federated machine learning (ML) model updates are provided. A plurality of ML model updates, and a plurality of dataset sketch commitment data structures (sketches), are received from a plurality of participant computing systems. Each sketch provides statistical characteristics of a corresponding local dataset used by a corresponding participant to train a local ML model. A potentially malicious participant identification operation is performed based…
System, method and recording medium for temperature-aware task scheduling
Granted: November 19, 2024
Patent Number:
12147851
A temperature-aware task scheduling method, system, and computer program product for facilitating a task in a multi-graphical processing unit (GPU) environment, includes executing the task to a GPU in the multi-GPU environment based on a thermal characteristic of the GPU as compared to the other GPUs in the multi-GPU environment.
Clustered container protection
Granted: November 19, 2024
Patent Number:
12147846
One or more computer processors determine a runtime feature set for a first container, wherein the runtime feature set includes aggregated temporally collocated container behavior. The one or more computer processors cluster the first container with one or more peer containers or peer pods based on a shared container purpose, similar container behaviors, and similar container file structure. The one or more computer processors determine an additional runtime feature set for each peer…
Using a machine learning module to determine a group of execution paths of program code and a computational resource allocation to use to execute the group of execution paths
Granted: November 19, 2024
Patent Number:
12147840
Provided are computer program product, system, and method for using a machine learning module to determine a group of execution paths of program code and a computational resource allocation to use to execute the group of execution paths. Information on activity steps in program code and a system load of a system in which the program code is executed are provided as inputs to a resource allocation machine learning module. The resource allocation machine learning module processes the…
Concurrent code upgrade
Granted: November 19, 2024
Patent Number:
12147799
A method comprises: installing the target software version on a first node of the storage appliance; restarting the first node of the storage appliance while also running the current software version on other nodes of the storage system; subsequent to said installing the target software version and said restarting of the first node, determining if all hosts of the storage system have discovered paths to volumes on the first node; responsive to determining that all hosts of the storage…
Computer-based software development and product management
Granted: November 19, 2024
Patent Number:
12147786
In an approach to improve converting conversation to user stories, embodiments capture keywords from a captured discussion, and identify the probability of the keywords being an object attribute or action behavior. Further, responsive to identifying, based on the probability, that the keywords are the object attribute or the action behavior, embodiments determine that the object attribute or the action behavior are not new to a first user story. Additionally, embodiments determine that…
Pipelined hardware to accelerate modular arithmetic operations
Granted: November 19, 2024
Patent Number:
12147783
Embodiments are directed to elliptic curve cryptography scalar multiplications in a generic field with heavy pipelining between field operations. A bit width is determined of operands in data to be processed by a modular hardware block. It is checked whether the bit width of the operands matches a fixed bit width of the modular hardware block. In response to there being a match, the modular hardware block processes the operands. In response to there being a mismatch, the operands are…
Blockchain implementing reliability database
Granted: November 19, 2024
Patent Number:
12147435
An example operation may include one or more of receiving a request to modify a reliability value of an off-chain data source to generate a modified reliability value, determining whether a consensus on the modified reliability value has been received among a plurality of peer nodes, and in response to a determination that the consensus has been received, updating a storage to reflect the modified reliability value associated with the off-chain data source, and storing an identification…
Intelligent leading multi-round interactive automated information system
Granted: November 19, 2024
Patent Number:
12147774
A method includes: receiving, by a computer device, a user question; extracting, by the computer device and from a knowledge base, multiple answers to the user question; detecting, by the computer device, a first relationship entity that exists in a subset of the multiple answers to the user question; determining, by the computer device, that the first relationship entity is a condition, the condition being a relationship entity that has different values in the subset of the multiple…
Incepting conversational ability in content management systems
Granted: November 19, 2024
Patent Number:
12147772
A system may include a memory and a processor in communication with the memory. The processor may be configured to perform operations. The operations may include generating a content page and selecting an annotation container for the content page. The operations may include configuring the annotation container and inputting content into the annotation container. The operations may include submitting at least one attribute to the annotation container to associate the attribute with the…
Natural language bias detection in conversational system environments
Granted: November 19, 2024
Patent Number:
12147768
A method, apparatus and computer program for detecting natural language (NL) bias by a conversational system is described. Embodiments of the invention determine an NL bias in a set of training questions used to train a machine learning model used by the conversational system to select a user intent. Other embodiments of the invention determine an NL bias in a user question received by the conversation system as compared to the set of training questions. The NL bias causes the machine…
Provisioning secure/encrypted virtual machines in a cloud infrastructure
Granted: November 19, 2024
Patent Number:
12147580
A method, system and apparatus for provisioning a computation into a trusted execution environment, including verifying the trusted execution environment, generating integrity information of the computation, generating sealed data, sending information of the computation, the sealed data, and integrity information to the trusted execution environment, confirming the sealed data, and verifying integrity of the computation information from the integrity information and the computation…
Contextualization of organization data and handling storage quantification
Granted: November 19, 2024
Patent Number:
12147554
The present invention may include a computing device that receives root data, where the root data comprises a plurality of datasets. The computing device determines a context of each dataset within the plurality of datasets. The computing device identifies one or more users based on monitoring behavior of the one or more users related to each dataset. The computing device appends metadata associated with each dataset within the plurality of datasets with the determined context and the…
Behavioral biometrics verification adaptation for cross devices
Granted: November 19, 2024
Patent Number:
12147526
Techniques for verifying the identity of users transferring between devices are disclosed. An example method includes receiving device usage data by monitoring user-device interactions of a first set of users interacting with a first device and a second set of users interacting with a second device. The method also includes extracting features from the data and aggregating feature samples from the user-device interactions for first set of users and the second set of users. The method…
Reflecting metadata annotated in crawled documents to original data sources
Granted: November 19, 2024
Patent Number:
12147483
A computer-implemented method, a computer program product, and a computer system for reflecting metadata annotated in crawled documents to original data sources. In response to one or more internal documents in an application being annotated with metadata, the computer system converts a metadata format handled in the application to a metadata format handled in one or more data sources. The computer system posts, to one or more original documents in the one or more data sources, the…
API repository with searchable feature set
Granted: November 19, 2024
Patent Number:
12147438
An example operation may include one or more of receiving, via a user interface, a feature set, querying a repository of application programming interfaces (APIs) to identify an API in the repository that corresponds to the received feature set based on a comparison of features in the feature set to features of the API stored in the repository, identifying criteria of the identified API that is published in the repository, and displaying a recommendation with the identified API including…
Interpretability of results from cognitive semantic clustering queries over relational datbases
Granted: November 19, 2024
Patent Number:
12147437
System and method herein interpret results of a semantic clustering Structured Query Language (SQL) Cognitive Intelligence (CI) query by identifying dominant traits of a query input to determine a ranking of query results by identifying influential tokens of the query input based on data statistics and observing the dominant traits in influential tokens of a query output, wherein the identifying the dominant traits of the query input comprises incorporating co-occurrence measurements.
