Abstract: A computer-implemented method for managing large datasets is disclosed. The method may include receiving source data from a data source for staging in a staging database. The method may include storing the source data in the staging database in a source data format. The method may include transmitting the source data from the staging database to a working database. The method may include segmenting the source data into one or more datasets within the working database based on one or more data patterns. The method may include transmitting each dataset to an associated consumption database within a sub-layer. The method may include receiving a request to query the associated consumption database. The method may include executing the query and returning a query result.

Abstract: An implement attachment holder for a hand mixer includes a body defining opposed first and second surfaces and first and second mounting projections coupled with the body and extending away from the first surface of the body at respective first and second locations spaced apart at a first distance along a first direction. The attachment holder further includes a device retention projection extending away from the second surface of the body and partially along the first surface to at least partially overlie the first and second locations from which the first and second mounting projections extend. The device retention projection further defines a plurality of attachment channels extending in a second direction normal to the first direction at spaced-apart locations along the device retention projection.

Abstract: Systems and methods for migrating and integrating data from one or more external locations to an internal location are disclosed. The system comprises multiple temporary locations to sort, transform, or store the data in the migration process. During the process, the data could be assigned various attributes, which are determined based on metadata associated with the original data. The system will track these attributes as the data moves through the various temporary locations.

Abstract: An ice cream making assembly includes a mixing bowl having an outer housing and an inner liner defining a wall cavity therebetween. The mixing bowl further includes a radiator fin unit received within a portion of the wall cavity and a phase-change medium filling a further portion of the wall cavity surrounding at least a portion of the radiator fin unit. The radiator fin unit defines an outer chamfer extending generally along an outer cross-sectional profile of the wall cavity and a tapered inner profile extending along inner cross-sectional profile of the wall cavity and in at least partial contact with the inner liner. The assembly further includes a dasher including first and second mixing arms extending outwardly from an anchor end of the axle and upwardly and outwardly to generally follow an angled inner profile of the food-product receiving cavity defined by the liner.

Abstract: Systems and methods for migrating and integrating data from one or more external locations to an internal location are disclosed. The system comprises multiple temporary locations to sort, transform, or store the data in the migration process. During the process, the data could be assigned various attributes, which are determined based on metadata associated with the original data. The system will track these attributes as the data moves through the various temporary locations.

Abstract: Systems and methods for migrating and integrating data from one or more external locations to an internal location are disclosed. The system comprises multiple temporary locations to sort, transform, or store the data in the migration process. During the process, the data could be assigned various attributes, which are determined based on metadata associated with the original data. The system will track these attributes as the data moves through the various temporary locations.

Abstract: Systems and methods for migrating and integrating data from one or more external locations to an internal location are disclosed. The system comprises multiple temporary locations to sort, transform, or store the data in the migration process. During the process, the data could be assigned various attributes, which are determined based on metadata associated with the original data. The system will track these attributes as the data moves through the various temporary locations.

Abstract: Systems and methods for migrating and integrating data from one or more external locations to an internal location are disclosed. The system comprises multiple temporary locations to sort, transform, or store the data in the migration process. During the process, the data could be assigned various attributes, which are determined based on metadata associated with the original data. The system will track these attributes as the data moves through the various temporary locations.

Abstract: Systems and methods for migrating and integrating data from one or more external locations to an internal location are disclosed. The system comprises multiple temporary locations to sort, transform, or store the data in the migration process. During the process, the data could be assigned various attributes, which are determined based on metadata associated with the original data. The system will track these attributes as the data moves through the various temporary locations.

Abstract: Systems and methods for migrating and integrating data from one or more external locations to an internal location are disclosed. The system comprises multiple temporary locations to sort, transform, or store the data in the migration process. During the process, the data could be assigned various attributes, which are determined based on metadata associated with the original data. The system will track these attributes as the data moves through the various temporary locations.

Abstract: The disclosure relates to porous garnet ribbons and methods of making such porous garnet ribbons.

Abstract: A stability monitoring system for detecting an instability condition in a moving vehicle-trailer system includes a processor and a memory communicably coupled to the processor. The memory may store a stability evaluation module configured to determine if a measured value of at least one stability evaluation parameter satisfies an associated predetermined condition. The stability evaluation module may be configured to, if the measured value of the stability evaluation parameter satisfies the associated predetermined condition, determine a total amount of time within a predetermined time period that the measured value of the stability evaluation parameter satisfied the associated predetermined condition.

Abstract: Embodiments generate state elements based on application requests from a client. The state elements may be enqueued in a state queue associated with an application session for an application requests and the application requests may be forwarded to the application. Application responses from the application may be employed to perform further actions, including: generating message elements based on the application responses such that the message elements may be enqueued in a message queue associated in the application session; determining a portion of the state elements in the state queue that may be associated the message elements; updating the portion of the state elements to advance a protocol state based on the message elements such that the application responses may be communicated to the client.

Abstract: A wafer defect detection apparatus and a method of fabricating an IC using the same. Images of a plurality of semiconductor wafers forming a wafer lot are captured at a targeted process step of a fabrication flow and preprocessed, wherein a medoid image is identified as a reference wafer image. In one arrangement, preprocessed wafer images of a semiconductor wafer lot may be analyzed for defects based on an ensemble of image analysis techniques using at least one of the reference wafer image from the wafer lot and a template patch to enhance the predictive power of defect detection.

Abstract: The disclosure relates to porous garnet ribbons and methods of making such porous garnet ribbons.

Abstract: An ice cream making assembly includes a mixing bowl having an outer housing and an inner liner defining a wall cavity therebetween. The mixing bowl further includes a radiator fin unit received within a portion of the wall cavity and a phase-change medium filling a further portion of the wall cavity surrounding at least a portion of the radiator fin unit. The radiator fin unit defines an outer chamfer extending generally along an outer cross-sectional profile of the wall cavity and a tapered inner profile extending along inner cross-sectional profile of the wall cavity and in at least partial contact with the inner liner. The assembly further includes a dasher including first and second mixing arms extending outwardly from an anchor end of the axle and upwardly and outwardly to generally follow an angled inner profile of the a food-product receiving cavity defined by the liner.

Abstract: A rechargeable battery includes: (1) a cathode current collector separated from an anode current collector by a battery distance, the anode current collector and the cathode current collector at least partially defining a battery space; (2) a cathode disposed within the battery space capable of storing alkali ions; and (3) a biphasic component disposed within the battery space between the anode current collector and the cathode, the biphasic component comprising (a) a first ceramic phase, (b) pores throughout the first ceramic phase, and (c) a second solid phase disposed within the pores of the first ceramic phase throughout (i) a separator portion of the biphasic component but not throughout (ii) an anode portion of the biphasic component, the separator portion being disposed between the anode portion and the cathode and forming a physical barrier between the pores through the first ceramic phase at the anode portion and the cathode.

Abstract: A method of plugging a permeable porous cellular body comprises: contacting the permeable porous cellular body with a plugging mixture, the permeable porous cellular body defining a plurality of channels; forcing the plugging mixture into the plurality of channels until a maximum, self-limiting, depth of plugging mixture is disposed within the plurality of channels; and maintaining a constant flow rate of the plugging mixture into the plurality of channels until a pressure on the plugging mixture elevates to a predetermined pressure. Alternatively, the method comprises forcing the plugging mixture into the plurality of channels utilizing the application of a constant pressure over time until a maximum, self-limiting, depth of the plugging mixture is disposed within the plurality of channels; and maintaining the constant pressure applied to the plugging mixture until flow of the plugging mixture into the channels decays from an initial flow rate to a predetermined flow rate.

Abstract: A problem of imbalanced big data is solved by decoupling a classifier into a neural network for generation of representation vectors and into a classification model for operating on the representation vectors. The neural network and the classification model act as a mapper classifier. The neural network is trained with an unsupervised algorithm and the classification model is trained with a supervised active learning loop. An acquisition function is used in the supervised active learning loop to speed arrival at an accurate classification performance, improving data efficiency. The accuracy of the hybrid classifier is similar to or exceeds the accuracy of comparative classifiers in all aspects. In some embodiments, big data includes an imbalance of more than 10:1 in image classes. The hybrid classifier reduces labor and improves efficiency needed to arrive at an accurate classification performance, and improves recognition of previously-unrecognized images.

Abstract: A system and a method include a container configured to retain one or more liquids. A liquid level sensor is disposed within the container. The liquid level sensor includes a plurality of sensing elements configured to sense a level of the one or more liquids within the container. In at least one example, the sensing elements are optical fibers.