Management Of Multiple Machine Learning Model Pipelines
Granted: April 18, 2024
Application Number:
20240127119
In one or more embodiments, a software service allows software providers to implement machine learning (ML) features into products offered by the software providers. Each ML feature may be referred to as an encapsulated ML application, which may be defined and maintained in a central repository, while also being provisioned for each user of the software provider on an as-needed basis. Advantageously, embodiments allow for a central definition for an ML application that encapsulates data…
MULTI-LINGUAL NATURAL LANGUAGE GENERATION
Granted: April 18, 2024
Application Number:
20240127008
A method includes preparing a base model using an input model pretrained on at least three languages different from each other and a base vocabulary including words corresponding to two languages among the at least three languages, where the preparing the base model includes constraining the input model to the words included in the base vocabulary; training the base model using a first enhanced training dataset generated from public data, to generate a text summarization model; training…
GENERATING TAGGED CONTENT FROM A LIST IN AN ELECTRONIC DOCUMENT
Granted: April 18, 2024
Application Number:
20240126800
Techniques for maintaining list-type text formatting when converting content from a source content format to a destination content format are disclosed. A system generates text content by applying text formatting tags to segments of characters obtained from a source electronic document. The system parses a static-display type source electronic document to obtain character data of the characters in the source document. The system analyzes the parsed data to identify text arranged in a…
MODEL MINING AND RECOMMENDATION ENGINE WITH SIMULATION INTERFACES
Granted: April 18, 2024
Application Number:
20240126789
The present embodiments relate to data processing model recommendation and review of a portion of data using a recommended model. A model catalog executing on a cloud infrastructure (CI) system can parse data from an obtained dataset identifying aspects of the dataset. The parsed data from the dataset can be compared with a plurality of potential models stored in a domain ontology store of the model catalog to identify one or more recommended models. Review output data can be generated…
SINGLE NODE ROLLING ONLINE PATCHING OF A DATABASE SERVER
Granted: April 18, 2024
Application Number:
20240126531
Described are improved systems, computer program products, and methods for a new local rolling online patching solution to a database server with minimized disruption to other instances during patching. For a one-node database server, it achieves single rolling online patching by starting a new instance of the same database from the newly patched home before shutting down the collocated instance running out of the old home.
Automatically-Generated Labels For Time Series Data And Numerical Lists To Use In Analytic And Machine Learning Systems
Granted: April 11, 2024
Application Number:
20240119319
Techniques for performing analytics using automatically generated labels for time series data and numerical lists are disclosed. In some embodiments, a system loads a set of one or more time series datasets. A respective time series dataset may include a set of data points based on varying values of a metric of one or more computing resources over a window of time. The system assigns labels to a subset of the data points in the time series datasets. The label assigned to a given data…
AUTOMATIC SIGN-IN UPON ACCOUNT SIGNUP
Granted: April 11, 2024
Application Number:
20240121233
The present embodiments relate to systems and methods for automatic sign in upon account signup. Particularly, the present embodiments can utilize a federated login approach for automatic sign in upon account signup for a cloud infrastructure. Specifically, the signup and sign in service (also known as SOUP) and an identity provider portal can be configured such that the nodes are aware of each other as Security Assertion Markup Language (SAML) partners. After new account registration,…
LAYER-2 NETWORKING USING ACCESS CONTROL LISTS IN A VIRTUALIZED CLOUD ENVIRONMENT
Granted: April 11, 2024
Application Number:
20240121186
Techniques are described for communications in an L2 virtual network. In an example, the L2 virtual network includes a plurality of L2 compute instances hosted on a set of host machines and a plurality of L2 virtual network interfaces and L2 virtual switches hosted on a set of network virtualization devices. An L2 virtual network interface emulates an L2 port of the L2 virtual network. Access control list (ACL) information applicable to the L2 port is sent to a network virtualization…
ABOVE RACK CABLE PULL SYSTEM
Granted: April 11, 2024
Application Number:
20240120723
Disclosed is a system for positioning cables within a server room, which includes a wire-pulley system which includes a wire operably coupled to a first pulley wheel and a second pulley wheel. The wire is looped around the first and second pulley wheel such that a point in the wire is laterally movable between the first and second pulley wheels when the first and second pulley wheels are rotated. The system for positioning cables includes a cable carrier which is removably coupled to the…
ABOVE RACK CABLE PULL SYSTEM
Granted: April 11, 2024
Application Number:
20240120715
Disclosed is a system for positioning fiber and electronics cables within a server room, which includes a wire-pulley system which includes a wire operably coupled to a first pulley wheel and a second pulley wheel. The wire is looped around the first and second pulley wheel such that a point in the wire is laterally movable between the first and second pulley wheels when the first and second pulley wheels are rotated. The system for positioning cables includes a cable carrier which is…
RELYING ON DISCOURSE TREES TO BUILD ONTOLOGIES
Granted: April 11, 2024
Application Number:
20240119232
Systems, devices, and methods of the present invention involve discourse trees. In an example, a method involves generating a discourse tree. The method includes identifying, from the discourse tree, a central entity that is associated with a rhetorical relation of type elaboration and corresponds to a topic node that identifies a central entity of the text. The method includes determining a subset of elementary discourse units of the discourse tree that are associated with the central…
AUTHORIZATION BETWEEN INTEGRATED CLOUD PRODUCTS USING ASSOCIATION
Granted: April 11, 2024
Application Number:
20240119133
Techniques described herein relate to authorization between integrated cloud products. An example includes receiving, by a computing device and from a first resource, a first request for permission to access a certificate to verify a requestor's identity. The computing device can transmit a second request to a second resource to authorize permitting access to the certificate. The computing device can receive a response from the second resource comprising an authorization to permit access…
Entity Snapshots Partitioning And Combining
Granted: April 11, 2024
Application Number:
20240119026
Embodiments relate to improving efficiency of data analytics performed on sets of entity data in which different entity properties having very different update frequencies. Time-based analytical queries track the entity states at each moment within a given time window. Analytical queries are executed over a massive number of entity states while using a reasonable memory footprint. The technique partitions the entity properties into partial historical snapshots of data and combines the…
DYNAMICALLY CONFIGURABLE MOTHERBOARD
Granted: April 11, 2024
Application Number:
20240119011
According to certain implementations, a motherboard is provided that enables operation as either multiple independent single-processor systems or a single multiple-processor system. In response to a request to configure the motherboard as multiple independent single-processor systems, a control block is implemented for each processor attached to the motherboard, where the control blocks configure the processors to boot and operate independently of each other, and the processors utilize…
Predicting Application Performance From Resource Statistics
Granted: April 11, 2024
Application Number:
20240118987
Embodiments include systems and methods for generating a data throughput estimation model. A system may be monitored to measure both (a) data throughput and (b) computing statistics of one or more computing resources to generate an initial data set. The relationship between the data throughput and the computing statistics, in the initial data set, is used to generate a data throughput estimation model. The data throughput estimation model may be generated using a machine learning model,…
IDENTIFYING ROOT CAUSE ANOMALIES IN TIME SERIES
Granted: April 11, 2024
Application Number:
20240118965
Techniques are described for identifying root cause anomalies in time series. Information to be used for root cause analysis (RCA) is obtained from a graph neural network (GNN) and is used to construct a dependency graph having nodes corresponding to each time series and directed edges corresponding to dependencies between the time series. Nodes corresponding to time series that do not contain anomalies may be removed from this dependency graph, as well as edges connected to these nodes.…
SCALABLE SPECIFICATION AND SELF-GOVERNANCE FOR AUTONOMOUS DATABASES, CLUSTER DATABASES AND MULTI-TENANT DATABASES IN CLOUD AND ON-PREM ENVIRONMENT
Granted: April 11, 2024
Application Number:
20240118907
A computer program product, system, and computer implemented method for scalable specification and self-governance for autonomous databases, cluster databases, and multi-tenant databases in cloud and on-prem environments. The approach disclosed herein enables management of a consolidated databases using a template-based process that allows for the consolidated databases (CDBs) and pluggable databases (PBDs) to be reconfigured automatically. In some embodiments, the approach instantiates…
VIRTUAL EDGE DEVICES
Granted: April 4, 2024
Application Number:
20240111602
Techniques discussed herein relate to provisioning one or more virtual cloud-computing edge devices at a physical cloud-computing edge device. A manifest may be generated/utilized to specify various attributes of the virtual cloud-computing edge devices to be executed at a physical cloud-computing edge device. A first set of resources corresponding to a first virtual cloud-computing edge device may be obtained from memory of a centralized cloud-environment and provisioned at the first…
META-LEARNING OPERATION RESEARCH OPTIMIZATION
Granted: April 4, 2024
Application Number:
20240112065
The present disclosure generally relates to systems and methods for operation research optimization. The systems and methods include receiving, at a data processing system, a payload including a request for optimizing a service and processing the payload using a meta learning classifier. The processing includes extracting a problem and use case characteristics from the payload, predicting at least one machine learning model capable of solving the problem having the use case…
CACHE INVALIDATION ACROSS DISTRIBUTED MICROSERVICES
Granted: April 4, 2024
Application Number:
20240111675
Techniques for cache invalidation across distributed microservices are disclosed, including: monitoring, by a resource manager, a resource that is available for obtaining by a set of one or more resource utilizers, wherein a resource utilizer in the set of one or more resource utilizers obtains a version of the resource; publishing, by the resource manager, a notification stream including notifications associated with the resource, wherein the resource utilizer subscribes to the…
