Data segmentation using clustering
Granted: October 22, 2024
Patent Number:
12124483
Method includes obtaining sample records from dataset associated with user and including records associated with identifiers customers of user; executing first clustering using sample records, to obtain first set of clusters for first identifiers associated with sample records, first clustering using features associated with first identifiers; providing visualization of first set of clusters; determining whether user input for optimizing first set of clusters provided in visualization is…
Real-time masking in a standby database
Granted: October 22, 2024
Patent Number:
12124474
Disclosed is a system, method, and computer program product that generates masked data from within a database infrastructure. Instead of requiring an external tool to generate masked data, a database generates masked data using its internal processing mechanisms.
Consolidating change requests in data hierarchies
Granted: October 22, 2024
Patent Number:
12124427
A data hierarchy including individual data nodes may be used to represent a wide variety of data collections. Requests to change or add nodes in the data hierarchy may be received from many different sources over time. Instead of considering these change requests individually, an interface allows a plurality of change requests to be consolidated together into a single consolidated request. The consolidated request may be displayed in an interface such that changes from each of the…
Machine learning techniques for rebuilding transactions to predict cash position
Granted: October 15, 2024
Patent Number:
12118546
Machine learning techniques are disclosed for rebuilding transactions to predict cash position. In one aspect a method includes obtaining data for an original transaction, classifying the original transaction into a class of multiple classes based on the data, predicting first tranche delay days for the original transaction based on the class and the data, predicting a tranche count for the original transaction based on the class and the data, predicting a tranche interval for the…
Techniques for adaptive pipelining composition for machine learning (ML)
Granted: October 15, 2024
Patent Number:
12118474
The present disclosure relates to systems and methods for an adaptive pipelining composition service that can identify and incorporate one or more new models into the machine learning application. The machine learning application with the new model can be tested off-line with the results being compared with ground truth data. If the machine learning application with the new model outperforms the previously used model, the machine learning application can be upgraded and auto-promoted to…
System and method for cross region resource management for regional infrastructure resources in a cloud infrastructure environment
Granted: October 15, 2024
Patent Number:
12118403
Systems and methods described herein for providing cross-region resource management for regional infrastructure resources in a cloud infrastructure environment. Systems and methods can provide a cross-region resource management tool that can provide searching, viewing, and management capabilities for any resource in any of the regions to which the cross-region resource management tool has access to. A user (having sufficient access levels, such as an administrator or other privileged…
Techniques for execution orchestration with topological dependency relationships
Granted: October 15, 2024
Patent Number:
12118392
A method for managing cloud resource dependencies is described. The method may include receiving a resource configuration of a first resource. The method may include identifying a dependency of a first stage of a first resource on a second resource and performing a topological sort of a plurality of resources, based at least in part on the dependency of the first stage of the first resource. The method may include constructing a dependency graph including the plurality of resources,…
Auto recognition of big data computation engine for optimized query runs on cloud platforms
Granted: October 15, 2024
Patent Number:
12117980
A method may include receiving a request for a big data query including characteristics and user parameters and accessing a set of rules based at least in part on respective properties of one or more big data query engines, the set of rules correlating the one or more characteristics, the one or more user parameters and the respective properties. The method may include determining a candidate list including a subset of the big data query engines, determined based on the set of rules.…
Coordinated garbage collection in distributed systems
Granted: October 15, 2024
Patent Number:
12117931
Fast modern interconnects may be exploited to control when garbage collection is performed on the nodes (e.g., virtual machines, such as JVMs) of a distributed system in which the individual processes communicate with each other and in which the heap memory is not shared. A garbage collection coordination mechanism (a coordinator implemented by a dedicated process on a single node or distributed across the nodes) may obtain or receive state information from each of the nodes and apply…
Techniques for orchestrated load shedding
Granted: October 8, 2024
Patent Number:
12113361
Disclosed techniques relate to orchestrating power consumption reductions across a number of hosts. A number of response levels may be utilized, each having an association to a corresponding set of reduction actions. The impact to customers, hosts, and/or workloads can be computed at run time based on current and/or predicted conditions and workloads, and a particular response level can be selected based on the computed impact. These techniques enable a sufficient, but least impactful…
Usage based resource utilization of training pool for chatbots
Granted: October 8, 2024
Patent Number:
12112560
A training request including an identifier that is indicative of a type of a machine learning (ML) model that is to be trained is received. A plurality of workers are maintained in a training pool, and a plurality of jobs are maintained in a queue of training jobs. Each worker is configured to train a particular type of ML model. Upon the training request being validated, a training job is created for the request and submitted to the queue of training jobs. For each type of ML model, a…
Storing and versioning hierarchical data in a binary format
Granted: October 8, 2024
Patent Number:
12111854
A database manager is disclosed that retrieves database records having binary encoded data from a database and instantiating objects in an in-memory database. Binary encoding compresses data, allowing many subrecords to be stored a single blob field of a database record. Retrieving chunks from storage reduces transfer time by reducing the size of data and the number of operations needed to retrieve all the subrecords. The database manager receives database access requests from a database…
Techniques for a deterministic distributed cache to accelerate SQL queries
Granted: October 8, 2024
Patent Number:
12111832
Techniques for providing improved distributed caching are disclosed. A distributed computing system can be implemented with a cluster including a plurality of worker nodes configured to host one or more executors for processing data related to a query. The worker nodes can host a cache accessible to the executors. The data can be processed as a plurality of data segments. The worker nodes can be uniformly assigned a plurality of token bounds defining a range of integer token values. A…
Method and system to implement error handling with fine-grained SQL hints
Granted: October 8, 2024
Patent Number:
12111828
Disclosed is an approach for applying fine-grained hints to obtain optimal control over error handling during query compilation. Using fine-grained hints causes less disruption to the query plans generated by the optimizer as they constrain specific features while retaining scope for the rest of the optimizer functionality. This approach provides a query plan of better quality that avoid errors, particularly in comparison to coarse-grained approaches that restrict processing to earlier…
System and method for generating a multi dimensional data cube for analytics using a map-reduce program
Granted: October 8, 2024
Patent Number:
12111809
In accordance with an embodiment, described herein is a system and method for generating a data cube for analytics. A map-reduce program running in a data processing cluster can read each line of a source data, and generate a key-value pair for each of a plurality of data combinations in that line of data. Values paired with the same key can be aggregated to generate one or more frequency values or one or more aggregate values, for representing the result of a query on the source data.…
Tuning external invocations utilizing weight-based parameter resampling
Granted: October 8, 2024
Patent Number:
12111804
Techniques are disclosed for tuning external invocations utilizing weight-based parameter resampling. In one example, a computer system determines a plurality of samples, each sample being associated with a parameter value of a plurality of potential parameter values of a particular parameter. The computer system assigns weights to each of the parameter values, and then selects a first sample for processing via a first external invocation based on a weight of the parameter value of the…
Cloud based schema mapping feature store
Granted: October 8, 2024
Patent Number:
12111798
Embodiments map a source schema to a target schema using a feature store. Embodiments receive a file including a plurality of source schema elements and a plurality of target schema elements, the file including a plurality of unmapped elements. Embodiments retrieve rule based mappings for the unmapped elements between the source schema elements and the target schema elements. Based on semantic matching of the source schema elements, embodiments retrieve feature store based mappings from…
Display screen or portion thereof with graphical user interface for monitoring database activities
Granted: October 8, 2024
Patent Number:
D1045901
Debiasing pre-trained sentence encoders with probabilistic dropouts
Granted: October 1, 2024
Patent Number:
12106050
Debiasing pre-trained sentence encoders with probabilistic dropouts may be performed by various systems, services, or applications. A sentence may be received, where the words of the sentence may be provided as tokens to an encoder of a machine learning model. A token-wise correlation using semantic orientation may be determined to determine a bias score for the tokens in the input sentence. A probability of dropout that for tokens in the input sentence may be determined from the bias…
Multi case-based reasoning by syntactic-semantic alignment and discourse analysis
Granted: October 1, 2024
Patent Number:
12106054
Systems, devices, and methods discussed herein provide improved autonomous agent applications that are configured to generate a diagnosis for input symptoms from labels (e.g., diseases, illnesses, and/or conditions) associated with previously-known cases. Extended discourse trees may be generated that identify multiple discourse trees corresponding to various fragment granularities (e.g., document, paragraph, sentence, phrase, word, etc.) of previously-known cases as well as rhetorical…
