Declarative specification based override mechanism for customizing data centers deployed on cloud platforms
Granted: March 15, 2022
Patent Number:
11277303
Computing systems, for example, multi-tenant systems create data centers in a cloud platform using a cloud platform infrastructure language that is cloud platform independent. The system receives a cloud platform independent declarative specification describing a new datacenter to be created and a customization specification for customizing the data center. The system compiles the declarative specification along with the customization specification to generate a metadata representation…
Online recommendations
Granted: March 15, 2022
Patent Number:
11276104
A group of recommendations related to an item, such as an item of content presented to a user in a page, can be ranked according to a probability distribution that is iteratively updated with each user interaction. For practical implementations, a click stream of interactions may be logged, and then applied in a batch process to update the probability distribution on any suitable schedule independent of the timing of incoming user interactions.
Hybrid training of deep networks
Granted: March 15, 2022
Patent Number:
11276002
Hybrid training of deep networks includes a multi-layer neural network. The training includes setting a current learning algorithm for the multi-layer neural network to a first learning algorithm. The training further includes iteratively applying training data to the neural network, determining a gradient for parameters of the neural network based on the applying of the training data, updating the parameters based on the current learning algorithm, and determining whether the current…
Dynamic materialization of feeds for enabling access of the feed in an online social network
Granted: March 15, 2022
Patent Number:
11275806
Dynamic materialization of a feed is described. A request for a feed is received. A state of the feed is determined. Responsive to determining that the state is the inactive state, causing materialization of the feed in a second non-relational database system with feed items of the feed from the first relational database system, where the second database system is separate from the first database system, and setting the state of the feed to the activating state. Responsive to determining…
Differential support for frequent pattern analysis
Granted: March 15, 2022
Patent Number:
11275768
Methods, systems, and devices supporting differential support for frequent pattern (FP) analysis are described. Some database systems may analyze data sets to determine FPs of data attributes within the data sets. However, if data distributions for different types of data attributes vary greatly, more frequent data attribute types may skew the FPs away from the less frequent types. To reduce the noise of common attributes while maintaining sensitivity to the less common attributes, the…
Transporting a database structure from a first version to a second version
Granted: March 15, 2022
Patent Number:
11275725
Methods and systems are provided for copying one database to another, such as where a database is upgraded from an earlier version to a later version. Database catalog files are used to copy the database table definitions, with appropriate changes made as needed between the first and second databases or database versions.
Techniques and architectures for providing continuous integration (CI) and/or continuous delivery (CD) in a data lake environment
Granted: March 15, 2022
Patent Number:
11275569
Mechanisms and techniques for providing continuous integration and continuous deployment (CI/CD) for data lake applications are disclosed. Assembly of code for an app is managed with a CI platform to create a container within a shared environment within which the app runs. The container is isolated from other containers and bundles software, libraries and configuration files and can communicate with other containers through defined channels. The shared environment provides a platform for…
Conversational BOTs platform
Granted: March 8, 2022
Patent Number:
11271830
Provided herein are system, methods and computer program products for using a bot server for initiating and controlling bot instances, specifically conversation bot instances at client devices for interacting with users associated with the client devices. The bot server may communicate with a remote cloud service providing bot services for initiating and operating the bot instances to retrieve logic metadata used to control the bot instances and may use this metadata to initiate and…
Partition balancing in an on-demand services environment
Granted: March 8, 2022
Patent Number:
11271995
Techniques for partition balancing. Organization identifiers (orgIDs) are acquired for one or more organizations within a multi-organization on-demand services environment having multiple nodes, each of which have one or more partitions. A mapping of the orgIDs to the partitions within the multi-organization on-demand services environment is determined. Resource consumption for the organizations is determined. Resource consumption for the partitions based on the resource consumption of…
Estimation of network quality metrics from network request data
Granted: March 8, 2022
Patent Number:
11271840
Network request data is collected over a time window. The network request data is filtered to generate bypass network traffic records. Network performance categories are generated from the bypass network traffic records. Sufficient statistics of network optimization parameters are calculated for the network performance categories. The sufficient statistics of the network optimization parameters are used to generate network optimization parameters to determine data download performances…
Display screen or portion thereof with animated graphical user interface
Granted: March 8, 2022
Patent Number:
D945461
Automated network link repair
Granted: March 8, 2022
Patent Number:
11271798
A system may identify, by a first service, one or more faulted data links associated with a network device of the datacenter and update, by a second service, a configuration of the network device to remove data traffic from the identified one or more faulted data links based on a redundancy threshold associated with the network device. The system may also generate a repair ticket message associated with the identified one or more faulted data links and transmit test traffic across the…
Outlier discovery system selection
Granted: March 8, 2022
Patent Number:
11270210
Systems, device and techniques are disclosed for outlier discovery system selection. A set of time series data including time series data objects may be received. A sample of time series data objects may be extracted from the time series data. The sample of time series data objects may be decomposed into sub-components. Statistical classification may be used to select an outlier discovery system based on the sub-components. A neural network may be used to select an outlier discovery…
Interpretable counting in visual question answering
Granted: March 8, 2022
Patent Number:
11270145
Approaches for interpretable counting for visual question answering include a digital image processor, a language processor, and a counter. The digital image processor identifies objects in an image, maps the identified objects into an embedding space, generates bounding boxes for each of the identified objects, and outputs the embedded objects paired with their bounding boxes. The language processor embeds a question into the embedding space. The scorer determines scores for the…
Determining consent for an action using a consent policy reflecting an interpretation of applicable data privacy laws
Granted: March 8, 2022
Patent Number:
11270009
Methods and systems for using consent policies to determine whether to proceed with actions relative to persons based on a hierarchy of consent values for that person are described. Responsive to a query, records are retrieved which pertain to a person's consent for another entity to perform an action relative to the person in view of data privacy laws. A consent policy is selected. The selected consent policy includes rules that are configurable to reflect a manner to comply with data…
Database systems and methods for conversational database interaction
Granted: March 8, 2022
Patent Number:
11269938
Computing systems, database systems, and related conversational interaction methods are provided for customizing database components. One exemplary method involves receiving a conversational user input, analyzing the conversational user input to identify a requested action with respect to a database component, identifying a plurality of attributes associated with the requested action with respect to the database component, determining a missing subset of the plurality of attributes based…
Methods, apparatuses and computer program products for data retrieval in a group-based communication system
Granted: March 8, 2022
Patent Number:
11269910
Methods, apparatuses and computer program products for improving data retrieval in a group-based communication system are described herein. The apparatus is configured to at least receive a first search query comprising a first search string, identify a first index object of a plurality of index objects based at least in part on the first search string, retrieve a first message object based at least in part on the first index object, and cause rendering of the first message object within…
Cache for efficient record lookups in an LSM data structure
Granted: March 8, 2022
Patent Number:
11269885
Techniques are disclosed relating to maintaining a cache usable to locate data stored in a data structure. A computer system, in various embodiments, maintains a data structure having a plurality of levels that store files for a database. The files may include one or more records that each have a key and corresponding data. The computer system may also maintain a cache for the database whose entries store, for a key, an indication of a location of a corresponding record in a file of the…
Change-protected database system
Granted: March 8, 2022
Patent Number:
11269741
A request to update an original data value in a first row in a database table in a database system. An updated data value is written to a second row in a staging table in the database system. The updated data value corresponds with the original data value. The first row includes a database table key, which is also included in the second row. The original data value in the database table is replaced with a corresponding replacement value, which is determined based on a value replacement…
Database systems and related methods for validation workflows
Granted: March 8, 2022
Patent Number:
11269668
Computing systems, database systems, and related methods are provided for supporting dynamic validation workflows. One exemplary method involves a server of a database system receiving a graphical representation of a validation process from a client device coupled to a network, converting the graphical representation of the validation process into validation code, and storing the validation code at the database system in association with a database object type. Thereafter, the validation…
