Abstract: Embodiments of the present invention provide techniques, systems, and methods for crowdsourcing device recognition to collect device information and identification data from a limited number of network devices and then leverage the collected information with machine learning techniques to expand the starting set in way that the prediction of device attributes like device type, device brand, family and model can be applied on billions of devices.

Abstract: Embodiments of the present invention provide techniques, systems, and methods for crowdsourcing device recognition to collect device information and identification data from a limited number of network devices and then leverage the collected information with machine learning techniques to expand the starting set in way that the prediction of device attributes like device type, device brand, family and model can be applied on billions of devices.

Abstract: A system used for identifying issues within a telecom network. Data is obtained from sources including probes and network elements. KPIs are identified for real-time streaming aggregation. Streaming data related to the KPIs is aggregated and an approximation of count-distinct subscribers and volume count is calculated, as well as count-distinct subscribers aggregating by each identified KPI. Drill objects found in the aggregated data are identified based on the calculations and real-time trending records are generated and stored for each drill object using an exponential moving average. Baseline averages are generated based on the real-time trending records. An increase in errors can then be detected based on the baseline averages and additionally aggregated real-time streaming data. Deviations in each drill object contributing to the detected increase in errors are then analyzed and a full case report is generated based on details of the deviations.

Abstract: Embodiments of the present invention provide techniques, systems, and methods for determining and modifying a device timeout of the connection of a device on a network and for using a coefficient of adhesion to determine device state data. Network protocols utilized by the device on the network may be determined based on a determined category of the device. A device timeout may be calculated based on the category and the network protocols. Device data, including state data of the device on the network may be obtained, and analyzed to determine at least one statistic value for the device state data. The device timeout may be modified based on the at least one statistic value. In addition, device data, corresponding to the device may be obtained and analyzed to determine a coefficient of adhesion. State data of the device on the network may be determined based on the coefficient of adhesion.

Abstract: A system used for identifying issues within a telecom network. Data is obtained from sources including probes and network elements. KPIs are identified for real-time streaming aggregation. Streaming data related to the KPIs is aggregated and an approximation of count-distinct subscribers and volume count is calculated, as well as count-distinct subscribers aggregating by each identified KPI. Drill objects found in the aggregated data are identified based on the calculations and real-time trending records are generated and stored for each drill object using an exponential moving average. Baseline averages are generated based on the real-time trending records. An increase in errors can then be detected based on the baseline averages and additionally aggregated real-time streaming data. Deviations in each drill object contributing to the detected increase in errors are then analyzed and a full case report is generated based on details of the deviations.

Abstract: An apparatus for moving and positioning objects to be laminated inside a press, comprising a tray arranged on a horizontal plane and having multiple seats with vertical axis. Each seat accommodates a pin having a protruding head and forming, with their heads, a supporting surface for the object to be positioned in the press. The pins are movable along the seat axis to pass from a raised position, in contact with the object, to a lowered position, in which they are spaced downwardly from the object. The apparatus further comprises elastic wings which cooperate with each pin and seat in order to retain the pin in the raised position, and selection elements which can engage a protruding portion of each pin for the transition of the pin from the raised position to the lowered position.

Abstract: An apparatus for moving and positioning objects to be laminated inside a press, comprising a tray arranged on a horizontal plane and having multiple seats with vertical axis. Each seat accommodates a pin having a protruding head and forming, with their heads, a supporting surface for the object to be positioned in the press. The pins are movable along the seat axis to pass from a raised position, in contact with the object, to a lowered position, in which they are spaced downwardly from the object. The apparatus further comprises elastic wings which cooperate with each pin and seat in order to retain the pin in the raised position, and selection elements which can engage a protruding portion of each pin for the transition of the pin from the raised position to the lowered position.

Abstract: A dryer apparatus comprising an enclosure which contains a drying chamber for receiving articles, such as clothes, to be dried, an air heating passage and an air cooling passage. The heating passage is situated underneath the drying chamber and has inlet means and outlet means communicating therewith on opposite sides of said chamber, respectively. Air heating means are provided in the heating passage between the inlet and outlet means threof to heat air flowing through said heating passage. The cooling passage is situated beside the drying chamber and has inlet means which are situated at the top of both the drying chamber and the cooling passage, and outlet means at the bottom of the cooling passage, which outlet means communicate with the heating passage near the inlet means thereof. Air cooling means are provided in the cooling passage, between the inlet and outlet means thereof to condense moisture from air flowing downwardly in the cooling passage.