Autonomous terraforming on cloud infrastructures
Granted: May 21, 2024
Patent Number:
11991041
A process for defining a cloud service in an Infrastructure as Code (IaC) tool is designed to dynamically determine numbers of clusters, availability domains, compute nodes, and/or load balancers at run time. These values are then used to determine a number of subnet levels required for a classless inter-domain routing (CIDR) slicing operation to generate subnets for each of the compute nodes and load balancer nodes in the service. Because IaC languages do not provide nested loop control…
Techniques for graph data structure augmentation
Granted: May 21, 2024
Patent Number:
11989964
A computing device may receive a set of user documents. Data may be extracted from the documents to generate a first graph data structure with one or more initial graphs containing key-value pairs. A model may be trained on the first graph data structure to classify the pairs. Until a set of evaluation metrics for the model exceeds a set of deployment thresholds: generating, a set of evaluation metrics may be generated for the model. The set of evaluation metrics may be compared to the…
Sharded permissioned distributed ledgers
Granted: May 21, 2024
Patent Number:
11989704
A sharded, permissioned, distributed ledger may reduce the amount of work and communication required by each participant, thus possibly avoiding scalability bottlenecks that may be inherent in previous distributed ledger implementations and possibly enabling the use of additional resources to translate to increased throughput. A sharded, permissioned, distributed ledger may be made up of multiple shards, each of which may also be a distributed ledger and which may operate in parallel.…
Non-intrusive load monitoring using machine learning and processed training data
Granted: May 21, 2024
Patent Number:
11989668
Embodiments implement non-intrusive load monitoring using a novel learning scheme. A trained machine learning model configured to disaggregate device energy usage from household energy usage can be stored, where the machine learning model is trained to predict energy usage for a target device from household energy usage. Household energy usage over a period of time can be received, where the household energy usage includes energy consumed by the target device and energy consumed by a…
Automated machine learning pipeline for timeseries datasets utilizing point-based algorithms
Granted: May 21, 2024
Patent Number:
11989657
Herein, a computer generates and evaluates many preprocessor configurations for a window preprocessor that transforms a training timeseries dataset for an ML model. With each preprocessor configuration, the window preprocessor is configured. The window preprocessor then converts the training timeseries dataset into a configuration-specific point-based dataset that is based on the preprocessor configuration. The ML model is trained based on the configuration-specific point-based dataset…
System and methods for asynchronous log processing and enriching
Granted: May 14, 2024
Patent Number:
11983163
Log data that includes a plurality of log records is asynchronously processed to validate a configuration of each log record and data included in each log record. It is determined that one or more attributes of a particular subset of log records of the plurality of log records corresponds to one or more errors. Using the particular subset, one or more enriched log records are generated by augmenting each log record of the particular subset of log records with error information that…
Systems and methods for identifying process flows from log files and visualizing the flow
Granted: May 14, 2024
Patent Number:
11983639
The present disclosure relates to identifying process flows from log sources (e.g., log files), and generating visual representations (e.g., flow diagrams, Sankey diagrams, etc.) of the identified process flows. In addition, the present disclosure relates to clustering of tree structures based on the shape of the tree structure using one or more hashing algorithms. The present disclosure also relates to a user interface that presents a query builder for efficiently querying a log…
Partitioning documents for contextual search
Granted: May 14, 2024
Patent Number:
11983209
Operations of a search management system are disclosed. The operations may include: identifying a data corpus containing a plurality of documents, generating sets of feature vectors representing the plurality of documents, receiving a query to search the data corpus, generating a query vector for the query, identifying a target feature vector that meets a similarity threshold by comparing the query vector to the feature vectors, and presenting a query result that includes at least part…
Declarative method of grouping, migrating and executing units of work for autonomous hierarchical database systems
Granted: May 14, 2024
Patent Number:
11983197
Herein is database administration workflow automation with source annotations and intelligent scheduling techniques for applying a hierarchy of interdependent administrative tasks to distributed and/or nested databases. In an embodiment, a source language compiler analyzes annotations to identify a hierarchy of administrative tasks that administers pluggable databases in container databases. From the annotations, a runtime codebase is generated that implements and invokes the…
System and method for transaction continuity across failures in a scale-out database
Granted: May 14, 2024
Patent Number:
11983170
One or more engine instances are executed on each host to form an engine cluster. A plurality of control instances are executed on a first set of hosts to form a control cluster and comprise a control instance leader and one or more control instance followers. In response to a first host indicating a failure of a neighbor host, a pair-wise focused investigation is initiated to check peer-to-peer connections between the first host and the neighbor host. In response to one or more…
Clone-aware backup and restore
Granted: May 14, 2024
Patent Number:
11983076
Techniques are described for backup and restore of a thin-cloned data file. The process iterates through a plurality of memory portions of the thin-cloned data file and determines whether a memory portion of the thin-cloned data file is a memory portion with common data shared with the source data file. Without storing the common data of the shared memory portion into the thin-backup data file, the process stores placeholder metadata and corresponding reference to the shared memory…
Methods, systems, and computer readable media for providing for optimized service-based interface (SBI) communications by performing network function (NF) fully qualified domain name (FQDN) resolution at NF repository function (NRF)
Granted: May 7, 2024
Patent Number:
11979369
A method for providing for optimized service based interface (SBI) communications by performing network function (NF) fully qualified domain name (FQDN) resolution at an NF repository function (NRF) includes, at an NRF including at least one processor, receiving NF register requests including NF profiles and/or NF service profiles, at least some of which include FQDNs and do not include Internet protocol (IP) addresses. The method further includes storing the NF profiles and/or NF…
Business-to-business chat routing
Granted: May 7, 2024
Patent Number:
11979362
Techniques for business-to-business (B2B) chat routing are disclosed, including: receiving, by a B2B chatbot during a chat session with a user, user input including a user-supplied business name; performing a business lookup based at least on the user-supplied business name, to obtain a canonical business name and a unique business identifier associated with the canonical business name; performing a customer relationship management (CRM) system lookup based at least on the unique…
Enhanced network-link architecture for improved end-to-end latency in communication between different cloud environments
Granted: May 7, 2024
Patent Number:
11979277
Techniques are described for creating a network-link between a first virtual network in a first cloud environment and a second virtual network in a second cloud environment. The first virtual network in the first cloud environment is created to enable a user associated with a customer tenancy in the second cloud environment to access one or more services provided in the first cloud environment. The network-link is created based on one or more link-enabling virtual networks being deployed…
Handling explicit invocation of chatbots
Granted: May 7, 2024
Patent Number:
11978452
The present disclosure relates to chatbot systems, and more particularly, to techniques for identifying an explicit invocation of a chatbot and determining an input for the chatbot being invoked. In certain embodiments, explicit invocation analysis involves detecting an invocation name in an utterance. The invocation name is an identifier assigned to a particular chatbot. In response to detection of the invocation name, the utterance is refined for input to the particular chatbot by…
Method for control flow isolation with protection keys and indirect branch tracking
Granted: May 7, 2024
Patent Number:
11977889
Herein is innovative control flow integrity (CFI) based on code generation techniques that instrument data protection for access control of subroutines invoked across module boundaries. This approach is counterintuitive because, even though code is stored separately from data, access control to the data is used to provide access control to the code. In an embodiment, an instrumentation computer generates, at the beginning of a subroutine that is implemented in machine instructions, a…
Building dialogue structure by using communicative discourse trees
Granted: May 7, 2024
Patent Number:
11977568
Systems, devices, and methods of the present invention detect rhetoric agreement between texts. In an example, a rhetoric agreement application accesses a multi-part initial query and generates a question communicative discourse tree that represents rhetorical relationships between fragments of the query. The application identifies a sub-communication discourse tree from the question communicative discourse tree. The application generates a candidate answer communicative discourse tree…
Clustering event processing engines
Granted: May 7, 2024
Patent Number:
11977549
An event processing system for processing events in an event stream is disclosed. The system can launch a first CQL engine in a cluster of CQL engines using a CQL engine tracking engine. The system can schedule, using the CQL engine tracking engine, the first CQL engine to process a batch of a continuous stream of input events related to an application. The system can track, using the CQL engine tracking engine, the first CQL engine to be scheduled for execution. The system can then…
Providing a pseudo language for manipulating complex variables of an orchestration flow
Granted: May 7, 2024
Patent Number:
11977473
A pseudo language is provided for manipulating the complex variables associated with the orchestration flow. Verbs are specified in the pseudo language. The verbs cause operations to be performed on the complex variables during processing of the orchestration flow. A first verb of the verbs is specified with a first operation of the operations The first operation, when processed, transfers data from a first set of source elements in a source complex variable to new target elements in a…
Method and system for implementing machine learning classifications
Granted: April 30, 2024
Patent Number:
11971898
Disclosed is a system, method, and computer program product for implementing a log analytics method and system that can configure, collect, and analyze log records in an efficient manner. Machine learning-based classification can be performed to classify logs. This approach is used to group logs automatically using a machine learning infrastructure.
