Abstract: A system, apparatus and method for processing observational data for training a neural network model for use by a neural network. Observational data is parsed into raw data and metadata components and then stored separately. To train the model, a DETL query is used to identify any raw data that may be relevant to training the model. The DETL query is processed by a metadata storage system to match any relevant metadata which, in turn, identifies raw data stored in a raw data storage system. The identified raw data is used to train the neural network model, and a updated neural network model is produced. Each time the neural network model is trained, the relevant raw data and metadata used for each training run is stored in association with the model version so that a lineage of the training may be memorialized.

Abstract: A system, apparatus and method for processing observational data for training a neural network model for use by a neural network. Observational data is parsed into raw data and metadata components and then stored separately on a raw data storage system and a metadata storage system, respectively. A digital fingerprint may be generated and assigned to the raw data and the metadata, used to verify the integrity of the data. When it is desired to train a neural network model, a DETL query is generated and used to identify any raw data that may be relevant to training the neural network model. The DETL query is processed by the metadata storage system to match any metadata to search terms in the DETL which, in turn, identifies raw data stored in the raw data storage system. The identified raw data is used to train the neural network model, and a updated neural network model is produced.

Abstract: A distributed ledger-based system, method and apparatus for managing tasks. An authorization record proposal is validated by a localized blockchain authorization network against a validated schema published by, in some cases, a core blockchain network. Once validated, it is published on a localized channel for use by other nodes to validate actions of the task as the task is being performed. Data relating to completed tasks may be shared in accordance with sharing information in the validated authorization record and the data may be deleted upon the occurrence of a predetermined condition.

Abstract: A system, apparatus and method for processing observational data for training a neural network model for use by a neural network. Observational data is parsed into raw data and metadata components and then stored separately on a raw data storage system and a metadata storage system, respectively. A digital fingerprint may be generated and assigned to the raw data and the metadata, used to verify the integrity of the data. When it is desired to train a neural network model, a DETL query is generated and used to identify any raw data that may be relevant to training the neural network model. The DETL query is processed by the metadata storage system to match any metadata to search terms in the DETL which, in turn, identifies raw data stored in the raw data storage system. The identified raw data is used to train the neural network model, and a updated neural network model is produced.

Abstract: A system, method and apparatus for routing traffic in ad-hoc networks. A routing blockchain network processes routing node information proposals received from manager nodes of network clusters. Performance metrics, including content integrity metrics, of one or more nodes in the system are validated using distributed ledger techniques and provided to the manager nodes as updates to each manager node's routing information. The manager nodes further determine routing paths for ad-hoc communication requests based on an authentication record that defines conditions necessary to route traffic streams in association with a particular resource or destination, one of the conditions comprising a minimum content integrity metric. Data may be transmitted in data segments, each data segment associated with a particular original fingerprint. The data segments and associated fingerprints are provided to routing nodes and, ultimately, to a destination node.

Abstract: A system, method and apparatus for routing traffic in ad-hoc networks. A routing blockchain network processes routing node information proposals received from manager nodes of network clusters. Performance metrics, including content integrity metrics, of one or more nodes in the system are validated using distributed ledger techniques and provided to the manager nodes as updates to each manager node's routing information. The manager nodes further determine routing paths for ad-hoc communication requests based on an authentication record that defines conditions necessary to route traffic streams in association with a particular resource or destination, one of the conditions comprising a minimum content integrity metric. Data may be transmitted in data segments, each data segment associated with a particular original fingerprint. The data segments and associated fingerprints are provided to routing nodes and, ultimately, to a destination node.

Abstract: A system, method and apparatus for resource access control. An authorization record is created when a requestor has been authorized to access a resource, the authorization record created from an authorization event template stored on an authorization blockchain network. The authorization resource comprises one or more conditions that must generally be true in order for the user to access the resource. The authorization record may additionally comprise one or more permissions for the user to manage the resource.

Abstract: A system, method and apparatus for routing traffic in ad-hoc networks. A routing blockchain network processes routing node information proposals received from manager nodes of network clusters. Performance metrics of one or more nodes in the system are verified using distributed ledger techniques and provided to the manager nodes as updates to each manager node's routing information. The manager nodes further determine routing paths for ad-hoc communication requests based on an authentication event that defines conditions necessary to route traffic streams in association with a particular resource.

Abstract: A system, method and apparatus for routing traffic in ad-hoc networks. A routing blockchain network processes routing node information proposals received from manager nodes of network clusters. Performance metrics of one or more nodes in the system are verified using distributed ledger techniques and provided to the manager nodes as updates to each manager node's routing information. The manager nodes further determine routing paths for ad-hoc communication requests based on an authentication event that defines conditions necessary to route traffic streams in association with a particular resource.

Abstract: Various embodiments for creating media clips are disclosed. In one example, a method is performed by a server for managing the creation and distribution of media clips, where the server associates a content capture device with an event, the content capture device for recording at least a portion of the event, receives a tag notification from a content tagging device via a network interface, generates a media clip creation command to the content capture device via the network interface, sends the media clip creation command to the content capture device, and receives a media clip created by the content capture device in response to receiving the media clip creation command.

Abstract: Various embodiments for creating media clips are disclosed. In one example, a method is performed by a server for managing the creation and distribution of media clips, where the server associates a content capture device with an event, the content capture device for recording at least a portion of the event, receives a tag notification from a content tagging device via a network interface, generates a media clip creation command to the content capture device via the network interface, sends the media clip creation command to the content capture device, and receives a media clip created by the content capture device in response to receiving the media clip creation command.

Abstract: Various embodiments for creating media clips are disclosed. In one example, a method is performed by a server for managing the creation and distribution of media clips, where the server associates a content capture device with an event, the content capture device for recording at least a portion of the event, receives a tag notification from a content tagging device via a network interface, generates a media clip creation command to the content capture device via the network interface, sends the media clip creation command to the content capture device, and receives a media clip created by the content capture device in response to receiving the media clip creation command.

Abstract: Various embodiments for measuring and interpreting a vessel operator's intent and control inputs are disclosed. Various stations on a vessel comprise user control devices to receive vessel control commands from a vessel operator in conjunction with associated transducer information capturing physical conditions or attributes of the operator at, or proximate to, one of the user control devices. A processor determines whether the vessel control command was deliberate, based on the physical condition or the attribute captured by the transducer. Upon determination of a valid user control input, the processor optionally performs transformation of the user vessel control command based on an operator identity and vessel environmental factors, and then sends a corresponding control command to one or more vessel physical control devices, such as a rudder or an engine.

Abstract: Various embodiments for creating media clips are disclosed. In one example, a method is performed by a server for managing the creation and distribution of media clips, where the server associates a content capture device with an event, the content capture device for recording at least a portion of the event, receives a tag notification from a content tagging device via a network interface, generates a media clip creation command to the content capture device via the network interface, sends the media clip creation command to the content capture device, and receives a media clip created by the content capture device in response to receiving the media clip creation command.

Abstract: Certain embodiments of the present disclosure relate to a method and an apparatus for managing and optimizing service discovery in a peer-to-peer (P2P) wireless network. Nodes of the P2P network advertise their capabilities to their peers in the form of services. Efficient propagation and management of node's services to other nodes is proposed in the present disclosure.

Abstract: Various embodiments for creating media clips are disclosed. In one example, a method is performed by a server for managing the creation and distribution of media clips, where the server associates a content capture device with an event, the content capture device for recording at least a portion of the event, receives a tag notification from a content tagging device via a network interface, generates a media clip creation command to the content capture device via the network interface, sends the media clip creation command to the content capture device, and receives a media clip created by the content capture device in response to receiving the media clip creation command.

Abstract: Certain embodiments of the present disclosure relate to methods for increasing a capacity in a peer-to-peer (P2P) wireless network. The methods include generating a connectivity metric (CM) value indicative of a number of other wireless nodes of the P2P wireless network to which the wireless node is connected, transmitting the CM value, and then transmitting full connectivity information maintained by the wireless node at a frequency determined based on the CM value. The disclosed methods therefore allow well-connected nodes of the P2P wireless network to be exploited in a manner that increases the overall connectivity of all the nodes in the network.

Abstract: Dynamic mobile coupons (DMCs) having a variable commercial value and/or other variable coupon characteristic are provided herein. By way of example, a DMC can be distributed to a mobile device based on criteria established by a sponsor of the DMC. A redemption value of the DMC can be variable and dynamically established based at least in part on data associated with a recipient mobile device. Upon redemption of the DMC at a retail entity, the value is fixed and applied to a transaction. Details of the transaction are provided to a remote clearinghouse that performs mediation and indemnification functions to finalize the transaction. As described, the subject disclosure provides a DMC that facilitates a rich and flexible mechanism to generate purchasing incentive for consumers in a mobile environment.

Abstract: Various embodiments for measuring and interpreting a vessel operator's intent and control inputs are disclosed. Various stations on a vessel comprise user control devices to receive vessel control commands from a vessel operator in conjunction with associated transducer information capturing physical conditions or attributes of the operator at, or proximate to, one of the user control devices. A processor determines whether the vessel control command was deliberate, based on the physical condition or the attribute captured by the transducer. Upon determination of a valid user control input, the processor optionally performs transformation of the user vessel control command based on an operator identity and vessel environmental factors, and then sends a corresponding control command to one or more vessel physical control devices, such as a rudder or an engine.

Abstract: An I/O device for a vehicle includes at least one touch-sensitive I/O display unit DT, at least one output display unit DI and a control unit CU connecting the I/O display unit DT and the output display unit DI with an information exchange unit IEU. The touch-sensitive I/O display unit DT is located in a readily reachable position for a driver and the output display unit DI is located in a readily discernible position for a driver, and the control unit CU communicates output data DD-I/O related to an interactive I/O communication to the I/O display unit DT, receives touchscreen input data TI from the I/O display unit DT and communicates output data DD-O to the output display unit DI in relation with the input data TI. An I/O method using the above mentioned I/O device for a vehicle is also provided.