Abstract: Various techniques are described, including evaluating ingested data including a dataset to identify one or more links to other datasets stored in a graph, using a similarity determination algorithm to identify a degree of similarity between datasets to determine joinability of ingested datasets with graph-stored datasets, determining a ratio to determine whether to perform an overlap or coverage function, associating a subset of similarity matrices with a subset of graph data joined to the ingested dataset, and forming links in a column of data between the dataset and the another dataset of the ingested data based on the degree of similarity.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, based on graph-based data arrangements, among other things, and, more specifically, to a computing platform configured to generate configurable automation templates and automation executable programs that automate workflows based on process models to effectuate automated data governance of datasets, including graph-based data stored in one or more graphs, such as a knowledge graph, a data catalog, etc., whereby in at least one example, automated workflows can provide automatic enrichment of datasets, such as multi-layered knowledge graph data that may include data catalog data.

Abstract: A system for excavating a rock face using microwaves. The system may include a microwave generator, an articulable robotic arm with a plurality of rotatably connected rigid waveguide segments, an applicator attached to a distal end of the robotic arm, and a robotic control system. The system produces microwaves with the microwave generator and moves the robotic arm such that the applicator moves along the rock face as the microwaves exit the applicator to precondition the rock face for excavation. Various patterns of microwave treatment, and controls based on sensor feedback, may be implemented.

Abstract: Systems and methods for permitting large scale user defined communications comprising animated scenes rendered in real-time are provided. Indications are received from sending ones of user devices regarding desire to create the user defined communications. User selections are received from templates generated at the sending user devices. Particular content items are retrieved from content databases in accordance with the user selections. Metadata is transmitted to receiving user devices that is sufficient to, when selected, cause generation of a custom animated scene with the particular content items in real-time at a viewing user device.

Abstract: Systems, devices, and methods for a microwave energy applicator. The applicator may define an internal channel having one or more longitudinal ridges inside the channel configured to focus energy. The ridges may be moveable. A reflector may be located near an exit of the applicator. In some embodiments, the applicator may define a channel having a decrease in cross-sectional area with a dielectric filler therein, acting to transition from a lower to a higher permittivity material. The various embodiments of the applicator may be attached to a waveguide, which may be an articulable robotic arm having rotatable waveguide segments attached with a microwave generator. The applicator may alter an energy level of microwaves travelling therethrough, for example, to concentrate the energy for application at a rock face in a mine site.

Abstract: Systems and method for a vehicular-based transforming LED (VBTLED) volume. As an example, the system includes a transforming trailer, mountable to a vehicle. The trailer has one or more fixed interior surfaces and a one or more movable interior surfaces, a floor, and a ceiling. The trailer also includes a first LED panel coupled to a first movable surface such that movement of first movable surface moves the first LED panel; a second LED panel coupled to a first fixed surface; and a third LED panel coupled to at least one of a second movable surface or a second fixed surface. The first LED panel, the second LED panel, and the third LED panel form an LED volume configured to display visuals for a background of a scene filmed within the LED volume.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and network communications to interface among repositories of disparate datasets and computing machine-based entities configured to access datasets, and, more specifically, to a computing and data storage platform configured to provide one or more computerized tools to deploy predictive data models based on in-situ auxiliary query commands implemented in a query, and configured to facilitate development and management of data projects by providing an interactive, project-centric workspace interface coupled to collaborative computing devices and user accounts.

Abstract: Systems and method for a vehicular-based transforming LED (VBTLED) volume. As an example, the system includes a transforming trailer, mountable to a vehicle. The trailer has one or more fixed interior surfaces and a one or more movable interior surfaces, a floor, and a ceiling. The trailer also includes a first LED panel coupled to a first movable surface such that movement of first movable surface moves the first LED panel; a second LED panel coupled to a first fixed surface; and a third LED panel coupled to at least one of a second movable surface or a second fixed surface. The first LED panel, the second LED panel, and the third LED panel form an LED volume configured to display visuals for a background of a scene filmed within the LED volume.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and wired and wireless network communications to provide an interface between repositories of disparate datasets and computing machine-based entities that seek access to the datasets, and, more specifically, to a computing and data storage platform that facilitates consolidation of one or more datasets, whereby a collaborative data layer and associated logic facilitate, for example, efficient access to, and implementation of, collaborative datasets. In some examples, a system may include data ingestion controller configured to format datasets to form a first and a second atomized dataset, the second atomized dataset including the first atomized dataset and one or more other atomized datasets. The system may include a dataset query engine configured to identify a portion of a dataset relevant to a query, and to retrieve query results from at least one of different data repositories.

Abstract: Industrial robotic platforms are described. The robotic platform includes a universal platform configured to attach to interchangeable task-specific tooling systems and mobility systems. The robots may be mining robots, with a mining-specific tooling system attached to the universal platform, and configured for mining tasks. The platform is modular and may be used for other industrial applications and/or robot types, such as construction, satellite swarms, fuel production, disaster recovery, communications, remote power, and others. The robot may be included in a swarm or colony as part of an overall autonomous architecture. The robot may be part of an architecture having a colony or remote control center that communicates with and monitors the robots.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and wired and wireless network communications to interface among repositories of disparate datasets and computing machine-based entities configured to access datasets, and, more specifically, to a computing and data storage platform to implement computerized tools to identify data classifications and similar subsets of graph-based data arrangements with which to join, according to at least some examples. For example, a method may include determining a classification type for a subset of data based on a graph data arrangement, generating presentation data as a first user input to detect selection of the first user input. The method may include predicting a classification type for data. The method may also include generating other presentation data configured to join datasets, such as a column of tabular-formatted data with one or more portions of a graph data arrangement.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and data-driven control systems and algorithms based on graph-based data arrangements, and, more specifically, to a computing platform configured to receive and analyze datasets to implement a data model with which to identify relevant data catalog data derived from graph-based data arrangements, whereby a processor may be configured to cause implementation of subsets of programmatic executable instructions based on relevant data catalog data, at least one example of which generates a concept interface portion adapted to an associated concept, among other things. In some examples, a method may include identifying attributes associated with data values linked to a conceptual entity, determining criteria data of a targeted application, selecting programmatic executable instructions based on the criteria data, and extracting data from a graph data arrangement as a function of the attributes, among other things.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and wired and wireless network communications to provide an interface between repositories of disparate datasets and computing machine-based entities that seek access to the datasets, and, more specifically, to a computing and data storage platform that facilitates consolidation of one or more datasets, whereby a collaborative data layer and associated logic facilitate, for example, efficient access to, and implementation of, collaborative datasets. In some examples, a system may include an atomized workflow loader configured to receive an atomized dataset to load into a data store, and to determine resource requirements data to describe at least one resource requirement. The atomized workflow loader may be further configured to select a data store type based on a resource requirement, and perform a load operation of the atomized dataset as a function of the data store type.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, and wired and wireless network communications to interface among repositories of disparate datasets and computing machine-based entities configured to access datasets, and, more specifically, to a computing and data storage platform to implement computerized tools to facilitate expedited queries based on query results generated by disparate computing and database architectures, according to at least some examples. For example, a method may include generating multiple results of queries, storing the multiple results of queries in a memory, and linking each of the multiple results of queries to a portion of data stored in a graph. The method can include receiving data representing a query and accessing data representing quiescent data values to form a query result.

Abstract: Various techniques are described for platform management of integrated access of public and privately-accessible datasets utilizing federated query generation and query schema rewriting optimization, including receiving at a dataset access platform a query formatted according to a first data schema, generating a copy of the query, saving the query and the copy to a datastore, parsing the copy of the query in the first schema using an inference engine, determining whether the query comprises data associated with an access control condition associated with accessing the dataset, the access control condition being configured to indicate whether the query is permitted to access the dataset, and rewriting, using a proxy server, the copy of the query in a second schema, and optimizing the rewriting by identifying a database engine to execute the query and including other data converted into another triple associated with an attribute of the query.

Abstract: Various techniques are described for platform management of integrated access of public and privately-accessible datasets utilizing federated query generation and query schema rewriting optimization, including receiving at a dataset access platform a query formatted according to a first data schema, generating a copy of the query, saving the query and the copy to a datastore, parsing the copy of the query in the first schema using an inference engine, determining whether the query comprises data associated with an access control condition associated with accessing the dataset, the access control condition being configured to indicate whether the query is permitted to access the dataset, and rewriting, using a proxy server, the copy of the query in a second schema by converting the copy of the query into a triple associated with the query and another triple associated with the access control condition.

Abstract: In one aspect, a system and method analyze audio signals. The audio signals are divided into segments, and the segments are analyzed separately to determine an aspect of the segment. A file is saved for each of the analyzed segments with an associate file name, and the file is retrievable.