Abstract: An example method includes managing a number of machine learning models. The method includes tuning the received machine learning models based on a set of metrics to produce a number of tuned machine learning models. The method includes generating an optimization recommendation in response to receiving statistical information. The method includes modifying an operation condition based on the optimization recommendation to improve oil production.

Abstract: In some implementations, an authentication device may receive information related to website browsing activity at a client device. The information related to the website browsing activity may include information associated with a web address for a current website where information associated with a virtual credential was entered. The authentication device may identify one or more valid web addresses associated with the virtual credential, which may be valid only for an entity associated with the one or more valid web addresses. The authentication device may transmit, to the client device, information to indicate whether the website browsing activity is authenticated based on a comparison of the web address for the current website where the information associated with the virtual credential was entered and the one or more valid web addresses associated with the virtual credential.

Abstract: A system includes a first machine-learning model executed using as input predicted package data to generate a set of provisioning data structures each comprising a predicted region, a predicted duration, and a value, a second machine-learning model executed using as input actual package data to generate a set of routes of provisioning tasks, and a third machine-learning model executed using as input the set of provisioning data structures generated by the first machine-learning model and the set of routes of provisioning tasks generated by the second machine-learning model to generate pairings of provisioning data structures and routes of provisioning tasks.

Abstract: A computing system, for example, a multi-tenant system configures a datacenter in a cloud platform using a cloud platform infrastructure language that is cloud platform independent. The system destroys the datacenter or a set of datacenter entities of the datacenter. The system determines dependencies between datacenter entities based on the declarative specification. The system generates an aggregate destroy pipeline comprising a hierarchy of pipelines. The system generates an aggregate destruction version map associating datacenter entities of the datacenter with versions of software artifacts, wherein a software artifact stores instructions for destroying resources of a datacenter entity. The system collects a set of software artifacts according to the aggregate destruction version map. The system executes the aggregate destroy pipeline in conjunction with the aggregate destruction version map to destroy the set of datacenter entities of the datacenter.

Abstract: In some embodiments, an item-restricted access token may be bound to one or more items. In some embodiments, a first item that is accessible via a first website accessed by a user may be detected. Based on the detection and an authentication of a user, an item-restricted access token may be activated for accessing an item that corresponds to the first item. After the activation of the item-restricted token, a request may be obtained for an action related to a candidate item. The action related to the candidate item may be validated based on the item-restricted access token, where the validation indicates that the action related to the candidate item is valid based on a determination that the candidate item corresponds to the first item.

Abstract: Disclosed herein are system, method, and computer program product embodiments for microservice load balancing and distribution using an embedded computer capacity module. An embodiment operates by retrieving an application programming interface (API) request from a client. The embodiment stores objects representing the API request in a job detail database containing details related to the API request. The embodiment determines an available bandwidth of the service instance. The embodiment transmits the determined available bandwidth of the service instance to a job processor. The embodiment selects tasks from the objects representing the API request stored in the job detail database based on the determined available bandwidth of the service instance. The embodiment executes the selected tasks.

Abstract: In some embodiments, an item-restricted access token may be bound to one or more items. In some embodiments, a first item that is accessible via a first website accessed by a user may be detected. Based on the detection and an authentication of a user, an item-restricted access token may be activated for accessing an item that corresponds to the first item. After the activation of the item-restricted token, a request may be obtained for an action related to a candidate item. The action related to the candidate item may be validated based on the item-restricted access token, where the validation indicates that the action related to the candidate item is valid based on a determination that the candidate item corresponds to the first item.

Abstract: The present invention provides a system for orchestrating the storage instances in a multi-cluster environment, said system comprises at least a processor and a memory. The program instructions are stored in the memory which when executed is configured to receive data from one or more devices associated with a user. Upon receiving the data, one or more profile of the user device are accessed and based on the profile data, one or more clusters and one or more databases are identified in a multi-cluster environment. Further, the processor executes a database optimization algorithms to determine one or more parameters of the database and dynamically route the data to the one or more database in the identified cluster based on identified parameters of the one or more databases. Subsequently, the memory is updated to store the available storage in the one or more clusters and the one or more databases.

Abstract: In some embodiments, validation of a network operation based on screenshot-derived uniform resource locator (URL) data may be facilitated. In some embodiments, in connection with use by a user of a first token associated with a first entity, user activity data associated with the user may be stored in a database in association with the first token. In some embodiments, the first user activity data may comprise first URL data and first timestamps associated with the first URL data. After the storage of the first user activity data, a first action request for a first action involving use of the first token may be obtained. A validation process may be performed on the first action by performing a first query of the database for user activity data based on the first action request.

Abstract: Some embodiments determine machine configuration intentions from a natural language description of a target machine configuration. Intentions are refined to remove ambiguity, and mapped to pre-approved configuration functions and tasks. A machine configuration task list which invokes the pre-approved configuration functions and tasks is generated by a stabilized language model, and is executed to configure a target machine. The requested target machine is produced without requiring a user or admin to spend substantial effort and time customizing the machine and confirming its security and policy compliance.

Abstract: A system may receive a first timestamp associated with first click data at a first website associated with a first merchant, a first referring URL, and a first checkout URL, responsive to the user device navigating to the first checkout URL via the first referring URL, determine whether the first referring URL and the first checkout URL have first domains that respectively match previous domains of a previous referring URL and a previous checkout URL beyond a predetermined matching threshold, and based on the first referring URL and the first checkout URL having the first domains that respectively match the previous domains of the previous referring URL and the previous checkout URL beyond the predetermined matching threshold, cause the web browser plugin of the user device to display, in a dynamic GUI, a first virtual card number associated with the previous domains to complete a first transaction.

Abstract: Disclosed is a system to obtain the data set including multiple variables. The system extracts the multiple variables from the data set. Based on the data set, the system creates an ontology indicating multiple relationships between two or more variables among the multiple variables, where a relationship among multiple relationships indicates a correlation between the two or more variables. The system obtains an intent associated with the user, and a visualization standard, where the visualization standard indicates an attribute associated with the visualization. The system generates a sequence of multiple visualizations to present to the user by ranking the multiple visualizations based on the correlation between the two or more variables, the visualization standard and the intent associated with the user. The system presents the sequence of multiple visualizations based on the ranking.

Abstract: In some embodiments, Uniform Resource Locator (URL) parameters may be used to bind access tokens to authorize web-browser-initiated network operations. In some embodiments, a user input at a data exchange gateway associated with a first website to perform a first network operation (e.g., a request to access resources associated with the first website) may be detected. In response to the detected user input, an access token may be generated based on user specific information associated with the user, where the access token is associated with one or more network operation parameters. In response to a use of the access token for authorizing the first network operation and successful authorization of the first network operation, the access token may be configured to be bound to a first URL identifier parameter associated with the first website.

Abstract: Facilitating geo-distributed dynamic network system for ubiquitous access to multiple private networks in advanced networks (e.g., 4G, 5G, and beyond) is provided herein. Operations of a method can comprise establishing, by a system comprising a processor, a first communication link between a first network device and group of devices connected via a private network connection. The method also can comprise establishing, by the system, a second communication link between the first network device and a second network device. The second network device can be included in a group of network devices associated with a communication network provider. Further, the second network device can facilitate communication with a communication device.

Abstract: A user terminal comprising a communication interface and a processor, transmits a user authentication request to an account management server so as to perform authentication in association with a user account; when a request to access an external server is received, transmits the request to access the external server to the account management server when first one-time password (OTP) information and second OTP information are received from the account management server, establishes a first communication channel with a relay server by using the first OTP information; establishes a second communication channel between the relay server and the external server by using the second OTP information; and communicates with the external server via the first communication channel and the second communication channel.

Abstract: In certain embodiments, location-based activation of card identifiers may be facilitated. In some embodiments, an electrophoretic display card may store a set of location-specific card identifiers, where each card identifier of the set is associated with (i) an account of a user and (ii) creation location information indicating a device location of the user at a creation time of the card identifier. In response to being powered by a user device, the card may initiate wireless communication with the user device. The card may determine a device location of the user device, select a card identifier from the set of card identifiers that matches the device location, and switch a state of the card identifier to an active state to enable transaction processing for the card identifier. In some embodiments, the card may cause the active card identifier to be presented on an electrophoretic display of the card.

Abstract: Computing systems, for example, multi-tenant systems deploy software artifacts in data centers created in a cloud platform using a cloud platform infrastructure language that is cloud platform independent. The system receives a declarative specification for creating a datacenter on a cloud platform. The system generates an aggregate pipeline comprising a hierarchy of pipelines. The system generates an aggregate deployment version map associating data center entities of the data center with versions of software artifacts targeted for deployment on the datacenter entities. The system collects a set of software artifacts according to the aggregate deployment version map. The system executes the aggregate pipeline in conjunction with the aggregate deployment version map to create the datacenter in accordance with the cloud platform independent declarative specification.

Abstract: Systems and methods for adaptive token verification are disclosed. For example, a system may include at least one memory storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include training a verification model to verify tokenized requests based on system identifiers. The operations may include receiving a tokenized request from an external system, the request comprising a system identifier of the external system. The operations may include generating output of the verification model based on the system identifier, and, based on the output, performing one of granting the request or blocking the request.

Abstract: In some embodiments, Uniform Resource Locator (URL) parameters may be used to bind access tokens to authorize web-browser-initiated network operations. In some embodiments, a user input at a data exchange gateway associated with a first website to perform a first network operation (e.g., a request to access resources associated with the first website) may be detected. In response to the detected user input, an access token may be generated based on user specific information associated with the user, where the access token is associated with one or more network operation parameters. In response to a use of the access token for authorizing the first network operation and successful authorization of the first network operation, the access token may be configured to be bound to a first URL identifier parameter associated with the first website.

Abstract: Facilitating geo-distributed dynamic network system for ubiquitous access to multiple private networks in advanced networks (e.g., 4G, 5G, and beyond) is provided herein. Operations of a method can comprise establishing, by a system comprising a processor, a first communication link between a first network device and group of devices connected via a private network connection. The method also can comprise establishing, by the system, a second communication link between the first network device and a second network device. The second network device can be included in a group of network devices associated with a communication network provider. Further, the second network device can facilitate communication with a communication device.