In one aspect, a computer implemented method for translating and executing rules using a directed acyclic graph is provided. The method includes transforming a ruleset into a directed acyclic graph. The directed acyclic graph includes a plurality of nodes and a plurality of branches. The method further includes identifying similarities across the plurality of branches. The method further includes grouping branches of the directed acyclic graph based on the identified similarities. The method further includes creating a modified directed acyclic graph based on the grouping. The method further includes selecting and using a method of processing a group of the modified directed acyclic graph based on an aspect of the group.

An asset inventory for a site location is conducted by providing a user with a mobile interface, collecting a site ID, collecting an equipment ID, collecting equipment asset information, associating the equipment ID and equipment asset information with the site ID, and storing the equipment asset information, equipment ID, and site ID in one or more data repositories. Site surveys are conducted based on a system comprising a server, one or more data repositories, a mobile data interface, a network, and a series of rules corresponding to service and maintenance of site equipment.

Embodiments of the present invention include a method of processing time series metrics (TSM) data. The method includes receiving a TSM data point for a metric, the TSM data point indicating an identifier (ID) of the metric, getting a persistence policy associated with the metric, selecting a first resolution database according to the persistence policy, storing the TSM data point in the first resolution database, selecting a second resolution database according to the persistence policy; and when the second resolution database is defined, storing the TSM data point in a staging file for the second resolution database.

Embodiments are directed to managing data using a network computers. A hierarchy model that includes edges that represent dependency relationships between fields may be generated. In response to a query for determining values of metadata associated with an anchor field performing further actions, including: traversing the hierarchy model upwards from the anchor field based on the query, and in response to visiting field nodes in the hierarchy model, collecting the values of the metadata that correspond to the visited field node and terminating the traversal based on a type of the query; in response to visiting a calculation node, terminating the traversal of the hierarchy model associated with the visited calculation node; and in response to visiting a flow node that is dependent on two or more other nodes, terminating the traversal of the hierarchy model. The collected metadata may be provided in a response to the query.

The invention includes a method for monitoring an automated plant having at least one field device, wherein a first cloud-capable database, having a first data configuration and containing field device related data including measured values, parameter values, identification data, and diagnostic status of the field device, wherein a second cloud-capable database having a second data configuration incompatible with the first data configuration, and wherein the first and the second data configurations define file formats of the data, the method comprises: retrieving at least a part of the data contained in the first database by means of a data conversion unit, especially an edge device or a gateway; converting the retrieved data into a format conforming to the second data configuration; and storing the converted data in the second database. The invention further includes a data conversion unit, which is embodied for executing the method of the invention.

A terminal device includes an abstraction unit for generating abstracted operation information acquired by abstracting operation information indicating a result of operation of an own device, based on an abstraction rule; a computation unit for computing, based on the abstracted operation information, a forecast score indicating a level of forecast possibility relating to the operation information; and a determination unit for determining, based on the forecast score, whether to transmit the operation information to a detection device for detecting that the own device operates in an illicit manner, and thus retains that the detection device securely captures an illicit operation by the terminal device, and efficiently reduces the operation information being transmitted from the terminal device to the detection device.

A schema consistency mechanism monitors data ingested by a data intake and query system for changes to the structure, or data schema, associated with the data. A schema consistency monitor obtains data from a data source (or, more generally, from any number of separate data sources) at a plurality of points in time. The data is analyzed to determine whether a first portion of the data received at a first point in time conforms to a first data schema and that a second portion of the data received at a second point in time conforms to a second data schema that is different from the first data schema (thereby indicating a change to the associated data schema). A graphical user interface (GUI) can be generated that includes indications of identified changes to one or more data schemas associated with data.

One embodiment is an information management system which is capable of routing and/or delivering the information to a user. The system can include a notification system for providing a notification to the user associated with the information.

A processing system including at least one processor may perform a method including receiving a data request, executing a request fulfillment module to determine at least one information model and at least one executable flow associated with the data request, determining that at least one combining module is to be applied to the data request based on the at least one information model and the at least one executable flow, applying the at least one combining module to the data request, and generating a data pipeline to transmit data to a target that initiated the data request, wherein the data pipeline is generated in accordance with the at least one combining module that is applied.

The invention concerns a query response device comprising: an input adapted to receive user queries; a memory (106) adapted to store one or more routing rules; one or more live agent engines (116) configured to support interactions with one or more live agents; one or more virtual assistant engines (120) configured to support interactions with one or more virtual assistants instantiated by an artificial intelligence module (103); and a routing module (104) coupled to said live agent engines and to said virtual assistant engines, the routing module comprising a processing device configured: to select, based on content of at least a first user message from a first user relating to a first user query and on said one or more routing rules, a first of said live agent engines or a first of said virtual assistant engines; and to route one or more further user messages relating to the first user query to the selected engine.