Abstract: Embodiments described herein are generally related to data analytics environments, and are particularly directed to systems and methods for use with a data analytics environment to provide a data modeling assistant for use with the data analytics environment. A method can provide, by a computer including one or more processors, access to a data analytics environment. The method can receive, at the data analytics environment, an instruction to ingest a first dataset, the first data set being retrieved from a computing device or from a storage accessible by the data analytics environment. The method can semantically profile, during the data analytics environment and during ingestion of the first dataset, the first dataset to generate a set of metrics and metadata associated with the first dataset. The method can generate a recommendation for the first dataset.

Abstract: During GPS-denied/restricted navigation, images proximate a platform device are captured using a camera, and corresponding motion measurements of the platform device are captured using an IMU device. Features of a current frame of the images captured are extracted. Extracted features are matched and feature information between consecutive frames is tracked. The extracted features are compared to previously stored, geo-referenced visual features from a plurality of platform devices. If one of the extracted features does not match a geo-referenced visual feature, a pose is determined for the platform device using IMU measurements propagated from a previous pose and relative motion information between consecutive frames, which is determined using the tracked feature information.

Abstract: A system for identifying anomalies in Technology Infrastructure network, the network comprising a plurality of assets, comprising: receiver for receiving network traffic data, the network traffic data comprising collective signal outputs from a plurality of assets within the network; analyser for analysing the network data to identify anomalies in the signal outputs from the assets; means for providing the identified anomalies to at least one aggregation module, the aggregation module using the anomalies to identify faults in the Technology Infrastructure.

Abstract: During GPS-denied/restricted navigation, images proximate a platform device are captured using a camera, and corresponding motion measurements of the platform device are captured using an IMU device. Features of a current frame of the images captured are extracted. Extracted features are matched and feature information between consecutive frames is tracked. The extracted features are compared to previously stored, geo-referenced visual features from a plurality of platform devices. If one of the extracted features does not match a geo-referenced visual feature, a pose is determined for the platform device using IMU measurements propagated from a previous pose and relative motion information between consecutive frames, which is determined using the tracked feature information.

Abstract: A buoy assembly for at least partially containing a floating material on a surface of a body of water in a selected area thereon. The buoy assembly includes a roll subassembly with a core element defined by a central axis thereof and a concentric roll of a predetermined length of a barrier material wrapped around the core element, the barrier material extending between a fixed end attached to the core element and a free end thereof, and a body defining a cavity therein, the body including a mounting subassembly for locating the roll subassembly in a predetermined position therein. The body includes an aperture through which a deployed length of the barrier material passes as the deployed length exits the body, the aperture being formed for twisting the deployed length into an at least partially helical configuration.

Abstract: In accordance with one embodiment of the present invention a collection processing system comprises a payment service center that is configured to receive payments on behalf of a plurality of third parties, such as property managers and other parties expecting payments in return for their goods or services. The payment service center processes the payments, which includes scanning the payment that are typically in the form of checks or money orders, or other payment instruments. Each tenant or payer associated with a payment is identified, along with the building associated with that payment. A demand deposit account module (DDA X-Check) is set to first associate a payment to a corresponding tenant.