Abstract: A sensor system for monitoring a motor that drives a machine arrangement via a rotating motor shaft, wherein a machine cycle is given by a periodic movement pattern of the machine arrangement and/or of the motor shaft, comprises an acceleration sensor for detecting an acceleration of the motor; and an electronic control unit that is in signal connection with the acceleration sensor and that is configured to carry out a comparison of the detected acceleration with at least one predefined threshold value for a wear recognition and to consider the machine cycle in the comparison. The electronic control unit is configured to automatically recognize the machine cycle based on a periodically occurring pattern in the time development of the detected acceleration of the motor.

Abstract: Examples of the presently disclosed technology provide automated firmware recommendation systems that inject the intelligence of machine learning into the firmware recommendation process. To accomplish this, examples train a machine learning model on troves of historical customer firmware update data on a dynamic basis (e.g., examples may train the machine learning model on weekly basis to predict accepted firmware updates made by a vendor's customers across the most recent 6 months). From this dynamic training, the machine learning model can learn to predict/recommend an optimal firmware version for a customer/network device cluster based on firmware-related features, recent customer preferences, and other customer-specific factors. Once trained, examples can deploy the machine learning model to make highly tailored firmware recommendations for individual network device clusters of individual customers taking the above described factors into account.

Abstract: An asphalt heater system includes a source of a flow of inert gas, a heater for heating the flow of inert gas and means for directing the flow of heated inert gas to the asphalt surface, wherein the means for directing the flow of heated inert gas to the asphalt surface is a lance. Such systems are suitable for use in methods for repairing defects in an asphalt surface.

Abstract: The invention relates to an asphalt heater system, comprising a source of a flow of inert gas, a heater for heating the flow of inert gas and means for directing the flow of heated inert gas to the asphalt surface, wherein the means for directing the flow of heated inert gas to the asphalt surface is a lance. Such systems are suitable for use in methods for repairing defects in an asphalt surface.

Abstract: A system, method and computer program product for storing configuration data for use in configuring a device while a program utilizing the configuration data is undergoing a revision at the device. The method includes a first step of providing a data structure indicating a manner in which configuration data is to be stored, and storing the data structure and current configuration data according to the data structure. Then, a revised software program in the device may identify the data structure and access a particular configuration data, along with its format; and, apply a conversion function that translates the stored current configuration data to a format compatible for use by the revised software. This is accomplished in a manner such that no configuration data is corrupted. The data structure includes data self describing the stored current configuration data, such that a conversion function can easily access the self describing information and render the stored configuration data platform independent.

Abstract: A system, method and computer program product for storing configuration data for use in configuring a device while a program utilizing the configuration data is undergoing a revision at the device. The method includes a first step of providing a data structure indicating a manner in which configuration data is to be stored, and storing the data structure and current configuration data according to the data structure. Then, a revised software program in the device may identify the data structure and access a particular configuration data, along with its format; and, apply a conversion function that translates the stored current configuration data to a format compatible for use by the revised software. This is accomplished in a manner such that no configuration data is corrupted. The data structure includes data self describing the stored current configuration data, such that a conversion function can easily access the self describing information and render the stored configuration data platform independent.

Abstract: The invention relates to the identification of the SUFU (supressor of fused) gene as a tumor suppressor gene and the identification of mutations of the SUFU gene that are associated with the development of cancer, particularly medulloblastoma. The invention provides methods for determining a diagnosis, prognosis or risk of a tumor pathology in a subject involving a SUFU gene mutation, where the method comprises detecting a SUFU gene mutation in DNA from a subject. The SUFU gene comprises exons 1 through 12 and the mutation is associated with the tumor pathology.