Abstract: A method and apparatus for sensor data transmission in a mobile device includes receiving sensor data and generating a sensor data packet therefrom. The method and apparatus further includes receiving navigation data relating to the movements of the mobile device from a navigation device and receiving network data including transmission areas for one or more transmission mediums from a network availability database. The method and apparatus includes assigning a priority term to the sensor data packet, which may be based on predetermined priority levels. The method and apparatus thereupon includes determining a transmission technique for transmitting the sensor data packet to a back end processing device based on the priority term, the network data and the navigation data.

Abstract: One or more distributions, to service execution environments, of component services associated with a composite service associated with an analysis of data generated by one or more sensors, may be determined, the composite service including an ordering of execution of the associated component services for the analysis of the data, at least one of the service execution environments located at a first network node associated with a device layer and at least one other one of the service execution environments located at a second network node associated with a middleware layer. An evaluation of each of the distributions of the component services may be determined based on a metric associating weighted values with a consumption by each distribution of respective resources associated with each of the first and second network nodes. A recommendation including one or more of the distributions may be determined based on the evaluation.

Abstract: A composite service associated with an analysis of data may be determined, the composite service associated with service metadata and including first and second component services having an ordering of execution for the analysis of the data based on the service metadata. The first component service, configured to generate a first result, may be deployed to a first service execution environment located at a device layer. The second component service, configured to generate a second result based on the first result, may be deployed to a second service execution environment located at a device handling layer. A request for an analysis result associated with the analysis of data may be received. The composite service may be invoked based on an entry point. The analysis result may be received, and may be based on the second result generated by the second component service.

Abstract: A method and system are described for managing data quality. An example method may include obtaining a first data stream interval including a first group of data items and a first aggregated data quality value associated with a quality of obtaining the first group, each data item including data attribute values, each data quality item including data quality attribute values associated with one of the data items. The first aggregated data quality value, a first indicator associating the first aggregated data quality value with the first group, and the first group may be selected. The first group and the first indicator may be stored in a user table of a database. A data quality table associated with the user table may be determined based on an entry in a system table. The first aggregated data quality value and the first indicator may be stored in the data quality table.

Abstract: Prioritized transmission of data from a mobile device, where the mobile device includes the ability to transmit data using more than one transmission medium, includes generating data packets from sensor data. The data packet is then assigned a priority level based on the sensor data and various factors relating to the transmission mediums. The priority level may be assigned based on the transmission availability, bandwidth and cost of using the medium. The data packets, based on the assigned priority level, are then stored in a corresponding priority buffer associated with a transmission device using one of the transmission mediums. When available, the transmission device may then readily transmit the data packet from the priority buffer. Therefore, the data is transferred in a prioritized order based, in part, on the transmission medium and factors relating to the medium, as well as the sensor data being transmitted.

Abstract: A remote device having the ability to transmit data across a plurality of wireless channels selects the transmission channel for transmitting the data message. The remote device prioritizes the data message based on an examination of the data message relative to predetermined priority settings. Based on this prioritization and in relation to a transmission prediction term, the remote device assigns the data message to a message queue associated with the selected transmission channel. When the remote device enters the transmission range of the selected channel, the data message may thereupon be wirelessly transmitted.

Abstract: Deployment plans, to service execution environments, of component services associated with a composite service associated with an analysis of data generated by one or more data sources, may be determined, the composite service including an ordering of execution of the associated component services for the analysis of the data. An evaluation of each of the deployment plans of the component services may be determined based on a first metric associating one or more weighted values with a consumption by the each deployment plan of one or more respective resources associated with each of the first and second network nodes and on a second metric associating one or more weighted values with a measure of connection availability of one or more network links included in a communication path between the first and second network nodes. A recommendation including one or more of the deployment plans may be determined based on the evaluation.

Abstract: A method and system are described for managing data quality. An example method may include obtaining a first data stream interval including a first group of data items and a first aggregated data quality value associated with a quality of obtaining the first group, each data item including data attribute values, each data quality item including data quality attribute values associated with one of the data items. The first aggregated data quality value, a first indicator associating the first aggregated data quality value with the first group, and the first group may be selected. The first group and the first indicator may be stored in a user table of a database. A data quality table associated with the user table may be determined based on an entry in a system table. The first aggregated data quality value and the first indicator may be stored in the data quality table.

Abstract: One or more distributions, to service execution environments, of component services associated with a composite service associated with an analysis of data generated by one or more sensors, may be determined, the composite service including an ordering of execution of the associated component services for the analysis of the data, at least one of the service execution environments located at a first network node associated with a device layer and at least one other one of the service execution environments located at a second network node associated with a middleware layer. An evaluation of each of the distributions of the component services may be determined based on a metric associating weighted values with a consumption by each distribution of respective resources associated with each of the first and second network nodes. A recommendation including one or more of the distributions may be determined based on the evaluation.

Abstract: A composite service associated with an analysis of data may be determined, the composite service associated with service metadata and including first and second component services having an ordering of execution for the analysis of the data based on the service metadata. The first component service, configured to generate a first result, may be deployed to a first service execution environment located at a device layer. The second component service, configured to generate a second result based on the first result, may be deployed to a second service execution environment located at a device handling layer. A request for an analysis result associated with the analysis of data may be received. The composite service may be invoked based on an entry point. The analysis result may be received, and may be based on the second result generated by the second component service.

Abstract: A remote device having the ability to transmit data across a plurality of wireless channels selects the transmission channel for transmitting the data message. The remote device prioritizes the data message based on an examination of the data message relative to predetermined priority settings. Based on this prioritization and in relation to a transmission prediction term, the remote device assigns the data message to a message queue associated with the selected transmission channel. When the remote device enters the transmission range of the selected channel, the data message may thereupon be wirelessly transmitted.

Abstract: A method and apparatus for sensor data transmission in a mobile device includes receiving sensor data and generating a sensor data packet therefrom. The method and apparatus further includes receiving navigation data relating to the movements of the mobile device from a navigation device and receiving network data including transmission areas for one or more transmission mediums from a network availability database. The method and apparatus includes assigning a priority term to the sensor data packet, which may be based on predetermined priority levels. The method and apparatus thereupon includes determining a transmission technique for transmitting the sensor data packet to a back end processing device based on the priority term, the network data and the navigation data.

Abstract: Prioritized transmission of data from a mobile device, where the mobile device includes the ability to transmit data using more than one transmission medium, includes generating data packets from sensor data. The data packet is then assigned a priority level based on the sensor data and various factors relating to the transmission mediums. The priority level may be assigned based on the transmission availability, bandwidth and cost of using the medium. The data packets, based on the assigned priority level, are then stored in a corresponding priority buffer associated with a transmission device using one of the transmission mediums. When available, the transmission device may then readily transmit the data packet from the priority buffer. Therefore, the data is transferred in a prioritized order based, in part, on the transmission medium and factors relating to the medium, as well as the sensor data being transmitted.

Abstract: A predictive fault determining system includes a non-stationary operating device and a stationary fault determining device that communicates with the operating device using wireless transmissions. The non-stationary operating device includes sensors determining status data of the operating device and a processing device to combine the status data, generating a status signal and wirelessly transmitting the status signal to the fault determining device. Using a wireless receiver, the fault determining device extracts the status data and calculates condition data for the operating device including condition levels, indicating a likelihood of at least one operational failure. Wirelessly, a condition data signal having the condition levels therein is transmitted to the non-stationary operating device, such that the resident processing device may determine if a warning notification should be generated based on selecting a condition level for various elements by comparing the status data to the condition data.