Abstract: A client manifest identifier is received from a client device. One or more features to include in a response to the client device are determined based on a client manifest corresponding to the client manifest identifier. A feature of the one or more features is associated with a capability indicated by the client manifest. The response is provided to the client device. The response has a particular structure based on the one or more features.

Abstract: A disclosed method may include receiving, via a user interface, a natural language query that describes a task. The method may also include classifying, via a classification machine learning model, the natural language query as a query type included in a predetermined plurality of query types. The method may also include generating, by the processor via a generative machine learning model pre-trained to generate responses to queries based on at least one predetermined task execution policy, a response based on the natural language query and the query type. The method may also include providing, via the user interface, the response. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: A method and system(s) for processing queries to sparsely populated datasets. The method includes (i) receiving a query from a client system, (ii) determining, based at least in part on the query, a plurality of partitions of a hypercube that are expected to comprise information used in generating a response for the query, (iii) communicating a set of requests to a data source storing the hypercube, the set of requests comprising one or more requests corresponding to the plurality of partitions of the hypercube, (iv) obtaining, from the data source, a set of results to the set of requests, the set of results comprising data stored in the plurality of partitions of the hypercube, (v) determining a plurality of virtual objects for the set of results, (vi) combining the plurality of virtual objects into a response to the query, and (vii) providing the response to the query.

Abstract: The example embodiments relate to matching response data to request data. in an embodiment, a method includes retrieving a request and a plurality of responses; generating packed candidates based on the request and the plurality of responses, a given packed candidate in the packed candidates including the request and a subset of the plurality of responses; generating feature vectors corresponding to the packed candidates, a given feature vector in the feature vectors including at least one aggregated feature computed based on the request and one or more corresponding responses in a respective packed candidate; inputting the feature vectors into a machine learning (ML) model, the ML model configured to output predictions corresponding to the feature vectors; selecting a feature vector from the feature vectors based on the predictions; and storing responses associated with the optimal feature vector and the request in a data storage device.

Abstract: In some implementations, the techniques described herein relate to a method including: receiving, at an API gateway, an API request from an API client; extracting, by the API gateway, a client identity associated with the API request; checking, by the API gateway, API Level Objectives (ALOs) associated with the client identity, the ALOs defining acceptable usage limits for the client identity; determining, by the API gateway, that the API request falls outside the acceptable usage limits defined by the ALOs; and applying, by the API gateway, an API Level Agreement (ALA) action, the ALA action specifying an action to be taken when an ALO is breached.

Abstract: A system, method, and device for managing dependencies between a hypercube base version and a set of scenario versions for the hypercube are provided. The method includes (i) obtaining a request for a version of a hypercube, and (ii) in response to obtaining the request: (a) obtaining a base version of the hypercube, (b) obtaining an override data structure that indicates a set of scenario values that override corresponding base version values, and (c) providing the version of the hypercube based at least in part on the base version and the override data structure.

Abstract: A system, method, and device for storing a scenario version as a base version for a hypercube are provided. The method includes (i) obtaining a request to store a scenario version of a hypercube as a base version; (ii) obtaining a set of transactions corresponding to hypercube updates for the scenario version, and (iii) writing the set of transactions to the base version.

Abstract: A system, method, and device for managing updates to a hypercube is provided. The method includes (i) obtaining a hypercube comprising a plurality of locations, wherein a particular location has an anchor object that stores version information for the particular location, and the particular location comprises a first formula that is evaluated to return a value for the particular location, (ii) in response to receiving the request for the value, determining that the particular location comprises the first formula, (iii) in response to determining that the particular location comprises the first formula, evaluating the first formula to obtain a result, and (iv) storing the result for the particular location in association with the version information for the particular location.

Abstract: A system includes an interface and a processor. The interface is configured to receive a predicted output signal. The processor is configured to: a) determine whether the predicted output signal satisfies a constraint set; and b) in response to the predicted output signal not satisfying the constraint set, determine a transformed output signal that satisfies the constraint set by: 1) determining a set of transformed predicted output signals that satisfy the constraint set, wherein a transformed predicted output signal of the set of transformed predicted output signals that satisfy the constraint set comprises the predicted output signal modified by one or more value modifications; 2) selecting a transformed predicted output signal of the set of transformed predicted output signals that satisfy the constraint set; and 3) providing the transformed predicted output signal of the set of transformed predicted output signals that satisfy the constraint set.

Abstract: A system, method, and device for managing updates to a hypercube is provided. The method includes (i) obtaining a hypercube comprising a plurality of locations, wherein a particular location has an associated anchor object that stores version information for the particular location, (ii) receiving a request to store an updated value for the particular location, and (iii) storing the updated value for the particular location of hypercube, the updated value being stored with associated version information stored in the anchor object for the particular location.

Abstract: A system, method, and device for evaluating a query is provided. The method includes (i) receiving the query to be evaluated against a data structure, (ii) determining input data corresponding to a subset of the data structure that is to be used in evaluating the query, (iii) determining a solve order for evaluating the query against the input data, (iv) partitioning the input data into a plurality of sub-grids based at least in part on the solve order, (v) processing the plurality of sub-grids to compute corresponding parts of the query, and (vi) evaluating the query based at least in part on the processing of the plurality of sub-grids to obtain a query result.

Abstract: An incident manager application (IM) for responding to data security incidents in enterprise networks is disclosed. An IM tracks the incidents in an enterprise network by storing incident objects and incident artifact (IA) metadata created for the incidents, where the incident objects and IAs include information concerning the incidents. Incident response team (IRT) personnel of the enterprise networks can define action conditions within the IM that are associated with the incident objects. When the information within the incident objects and/or IAs meets the defined action conditions, the IM includes the objects that cause the action conditions to be satisfied in messages. Devices such as user account databases and configuration servers within the enterprise network can then download the messages and execute actions that reference the objects extracted from the downloaded messages to implement a response to the incidents.

Abstract: A system, method, and device for evaluating a query is provided. The method includes (i) receiving a query that is indicative of one or more properties of result data, (ii) determining, based at least in part on the query, one or more partitions of a hypercube that are expected to comprise information used in generating result data for a response for the query; (iii) generating a data structure comprising a set of data of the one or more partitions, wherein the data structure is indicative of relationships among data in the set of data; (iv) evaluating the query with respect to the plurality of account groups; and (v) using the data structure to determine the result data based at least in part on an evaluation of the query with respect to the plurality of account groups.

Abstract: The present application discloses a method, system, and computer system for enforcing security with respect to a database. The system includes a database configured to receive a query, wherein the query is modified to comprise one or more security predicates; determine data to return in response to the query by examining the one or more security predicates with respect to security for a field; and return the determined data in response to the query.

Abstract: The present application discloses a method, system, and computer system for providing a dataframe as a service. The method includes (a) receiving, from a client system, one or more hints identifying parameters for source data; (b) executing a plan for a source dataframe including determining whether accessing the source data for the source dataframe is permitted based at least in part on one or more security policies, wherein the plan is based at least in part on the one or more hints; (c) receiving from the client system a business logic pertaining to a transformation to be applied to the source dataframe; and (d) providing to the client system information pertaining to an execution result obtained based at least in part on the business logic.

Abstract: A system, method, and device for managing updates to a hypercube is provided. The method includes (i) obtaining a tree data structure to represent the data, (ii) receiving a request to rearrange data stored in the N-conjoined tree data structure, (iii) enforcing a first rule that requires each leaf node to have an associated linkage to each tree in the N-conjoined tree data structure while rearranging the N-conjoined tree data structure in accordance with the request, and (iv) providing a rearranged N-conjoined tree data structure. The tree data structure is an N-conjoined tree data structure, and N is a positive integer.

Abstract: Techniques for providing horizontally scaled caching of versioned data are provided. In some aspects, the techniques described herein relate to a method including initializing a first version cache (VC) object based on a version of data stored in a data storage device; replicating the first VC to generate a second VC; receiving a write operation at the first VC; generating a delta for the write operation, the delta representing a change in the version of data; writing the delta to a persistent replication log, the persistent replication log storing an ordered set of deltas including the delta; writing data in the write operation to the data storage device; and applying the ordered set of deltas at the second VC to update data stored by the second VC.

Abstract: A method, system, and device for profiling execution of a set of code is disclosed. The method includes obtaining information associated with a plurality of thread dumps from execution of a set of code; determining, based at least in part on one or more dimensions, one or more relationships between tasks processed during execution of the set of the code; and providing the one or more relationships.

Abstract: A method, system, and device for profiling execution of a set of code is disclosed. The method includes obtaining a plurality of thread dumps, determining a relational model based at least in part on the plurality of thread dumps, and determining, based at least in part on the relational model, latency information pertaining to execution of at least part of the set of code.

Abstract: A system, method, and device for updating a base version of a hypercube are provided. The method includes (i) obtaining a request for a planning session with respect to a hypercube; and (ii) in response to obtaining the request: (a) determining that the planning session uses a base version of the hypercube, (b) receiving a value input to update a particular location in the hypercube, (c) storing the value for the particular location in the base version of the hypercube, and (d) propagating an update to the particular location of the base version of the hypercube to one or more scenario versions having a dependency on the base version.