Abstract: Automatic partitioning of a machine learning model may be performed for training across multiple processing devices. A training job for a machine learning model may specify a number of partitions for a machine learning model. An optimization parameter may be determined for the machine learning model. Different partitions of the machine learning model to be trained across multiple processing devices may be determined based on the specified number of partitions and the optimization parameter. A schedule for executing the training job may be generated according to the respective partitions of the machine learning model. The training job may be executed according to the schedule.

Abstract: The disclosed embodiments relate to processing of notifications displayed on computing devices. In one embodiment, a method is disclosed comprising receiving a notification and querying at least one activity database that records historical interactions of a user. The method then receives a priority indicator in response to the querying and determines whether the priority indicator indicates a high priority. If so, the method generates, and in some embodiments displays, a second notification.

Abstract: A hybrid panel method of (and apparatus for) manufacturing electronic devices, and electronic devices manufactured thereby. As non-limiting examples, various aspects of this disclosure provide an apparatus for manufacturing an electronic device, where the apparatus is operable to, at least, receive a panel to which a subpanel is coupled, cut around a subpanel through a layer of material, and remove such subpanel from the panel. The apparatus may also, for example, be operable to couple to an upper side of the subpanel, and remove the subpanel from the panel by, at least in part, operating to rotate the subpanel relative to the panel.

Abstract: Systems and methods are disclosed that receive and characterize security event data. Based upon a customized severity characterized security event data, presentation and/or control actions, such as prioritized presentation and alarm generation are performed.

Abstract: A hybrid panel method of (and apparatus for) manufacturing electronic devices, and electronic devices manufactured thereby. As non-limiting examples, various aspects of this disclosure provide an apparatus for manufacturing an electronic device, where the apparatus is operable to, at least, receive a panel to which a subpanel is coupled, cut around a subpanel through a layer of material, and remove such subpanel from the panel. The apparatus may also, for example, be operable to couple to an upper side of the subpanel, and remove the subpanel from the panel by, at least in part, operating to rotate the subpanel relative to the panel.

Abstract: The disclosed embodiments relate to processing of notifications displayed on computing devices. In one embodiment, a method is disclosed comprising receiving a notification and querying at least one activity database that records historical interactions of a user. The method then receives a priority indicator in response to the querying and determines whether the priority indicator indicates a high priority. If so, the method generates, and in some embodiments displays, a second notification.

Abstract: The disclosed embodiments relate to processing of notifications displayed on computing devices. In one embodiment, a method is disclosed comprising receiving a notification and querying at least one activity database that records historical interactions of a user. The method then receives a priority indicator in response to the querying and determines whether the priority indicator indicates a high priority. If so, the method generates, and in some embodiments displays, a second notification.

Abstract: A hybrid panel method of (and apparatus for) manufacturing electronic devices, and electronic devices manufactured thereby. As non-limiting examples, various aspects of this disclosure provide an apparatus for manufacturing an electronic device, where the apparatus is operable to, at least, receive a panel to which a subpanel is coupled, cut around a subpanel through a layer of material, and remove such subpanel from the panel. The apparatus may also, for example, be operable to couple to an upper side of the subpanel, and remove the subpanel from the panel by, at least in part, operating to rotate the subpanel relative to the panel.

Abstract: Systems and methods are disclosed that receive and characterize security event data. Based upon a customized severity characterized security event data, presentation and/or control actions, such as prioritized presentation and alarm generation are performed.

Abstract: A food processing system presents a recipient configured for receiving food ingredients and a lid presenting upwards and downwards sides configured to engage with the perimeter of the recipient thereby at least partially closing the recipient, and a driving arrangement confined within a casing and adapted to drive a tool support arranged inside of the recipient, whereby the lid presents a single lid opening advantageously presenting a generally circular form and disposed, e.g., centrally relative to the lid, whereby the upwards side of the lid presents a first surface extending on a generally outer region of the lid and further presents a second surface extending around the opening and developing at a lower level in respect of the first surface, and whereby the lid further presents a flow guiding unit arranged next to the lid opening and adapted to provide a streamlined flow of a fluid poured into the second surface into the recipient when the lid is placed thereupon.

Abstract: The present invention refers to a food processing system presenting a recipient adapted for receiving food ingredients, and a driving arrangement adapted for driving a tool support provided inside of the recipient, and at least one weighing arrangement adapted for weighing the food ingredients. In particular, the weighing arrangement has an elongated structural member and at least one weighing member provided as a single piece that can be directly attached to the recipient or to the driving arrangement thereof.

Abstract: A food processor comprises a recipient and a lid adapted for being retained in removable manner in the recipient, whereby the lid comprises a lid handle presenting enhanced gripping ergonomics in view of a better handling thereof and of preventing thermal injury hazards. The present invention further refers to a process for operation of a food processor with enhanced gripping ergonomics of a respective lid.

Abstract: A food processing system presents a recipient configured for receiving food ingredients and a lid presenting upwards and downwards sides configured to engage with the perimeter of the recipient thereby at least partially closing the recipient, and a driving arrangement confined within a casing and adapted to drive a tool support arranged inside of the recipient, whereby the lid presents a single lid opening advantageously presenting a generally circular form and disposed, e.g., centrally relative to the lid, whereby the upwards side of the lid presents a first surface extending on a generally outer region of the lid and further presents a second surface extending around the opening and developing at a lower level in respect of the first surface, and whereby the lid further presents a flow guiding unit arranged next to the lid opening and adapted to provide a streamlined flow of a fluid poured into the second surface into the recipient when the lid is placed thereupon.

Abstract: The present invention refers to a food processing system presenting a recipient adapted for receiving food ingredients, and a driving arrangement adapted for driving a tool support provided inside of the recipient, and at least one weighing arrangement adapted for weighing the food ingredients. In particular, the weighing arrangement has an elongated structural member and at least one weighing member provided as a single piece that can be directly attached to the recipient or to the driving arrangement thereof.

Abstract: A Waste to Liquid Hydrocarbon Refinery System that transforms any municipal solid wastes and hazardous industrial wastes, Biomass or any carbon containing feedstock into synthetic hydrocarbon, particularly, but not exclusively, diesel and gasoline and/or electricity and co-generated heat, comprising three major subsystems: i) the Pyro-Electric Thermal Converter (PETC) (10) and Plasma Arc (PA) waste and biomass gasification subsystem (1); ii) the hydrocarbon synthesis subsystem (2); and iii) the electricity generation and heat co-generation subsystem (3).

Abstract: A container filling device fills containers, in particular wine bottles and bag-in-box type containers, with fluid from a supply reservoir, for example a reservoir for containing homemade wine. The device includes a nozzle fixed above a movable carrier which supports the container to be filled thereon. The nozzle receives fluid from a pump controlled by a mechanism which dispenses a controlled volume of fluid into the container. The carrier is movable from a bottle position for supporting a wine bottle between the nozzle and carrier and a bag mode in which a bag holder is supported on the carrier which supports a bag from a bag-in-box container thereon with the spout of the bag in alignment with the nozzle.