Abstract: Systems and methods are provided for self-calibrating a health state of a hardware resource using a Siamese network based on a plurality of feature variables. The feature variables may include hardware failure data, performance degradation data, and power consumption data. The hardware failure data is based on machine operation records and warranty logs. The performance degradation data is based on hourly performance data and a number of client requests for performing functions. The power consumption data uses power telemetry and a processor (e.g., CPU) usage. The present disclosure uses a Siamese network with a plurality of trained neural networks in parallel to determine a correlation between incident data and reference data (e.g., representing a hardware resource in a healthy state). Use of the Siamese network enables self-calibrating a health status of servers in a cloud system without imposing stress tests or complex computations to classify the respective servers.

Abstract: A transistor device may include a semiconductor structure including a channel layer and a barrier layer on the channel layer, wherein the barrier layer has a higher bandgap than the channel layer; a source contact and a drain contact on the barrier layer; a gate contact on the semiconductor structure between the source contact and the drain contact, the gate contact including a drain-side wing portion extending from a central portion of the gate contact; and a field plate on the semiconductor structure between the gate contact and the drain contact and laterally offset from the gate contact by a distance. The field plate may include a first wing portion extending from a central portion of the field plate.

Abstract: Transistor devices are provided. In one example, the transistor device includes a channel layer. The transistor device includes a multilayer barrier structure on the channel layer. The multilayer barrier structure includes a first Group III-nitride layer and a second Group III-nitride layer on the first Group III-nitride layer and opposite to the channel layer. The first Group III-nitride layer has a thickness greater than a thickness of the second Group III-nitride layer. An aluminum concentration of the first Group III-nitride layer is at least two times greater than an aluminum concentration of the second Group III-nitride layer.

Abstract: Disclosed herein are anti-V-set domain containing T cell activation inhibitor 1 (VTCN1) antibodies and antibody drug conjugates (ADCs), including compositions and methods of using said antibodies and ADCs.

Abstract: Starch-based extruded food products and methods for manufacturing starch-based extruded food products, such as snacks, are disclosed. For example, a starch-based dough may be extruded, cut, and cooked to form a starch-based extruded food product with a rigid extruded body. The cooking process may include baking and/or frying the cut extrusion. The rigid extruded body of the starch-based extruded food product is made up of bodies or segments coupled at joints. The rigid extruded bodies are configured such that bodies of the rigid extruded body may be broken off or separated at the joints to be consumed.

Abstract: A device for dispensing and applying a cosmetic product, the device includes a product dispensing assembly, an applicator which is configured to be coupled within an upper chamber of the product dispensing assembly in a removable manner, and a cap which is configured to be removably engaged with the product dispensing assembly for covering the applicator and the product dispensing assembly when the device is not in use. The applicator comprises an applicator element which is in contact with an intermediate receiving surface of the dispensing head of the product dispensing assembly. At least a portion of the applicator is placed in contact with the product delivered through at least one outlet of the dispensing head when the product dispensing assembly is actuated. Preferably, the product at least partially impregnates the applicator element when the product contacts the applicator element.

Abstract: A device for dispensing and applying a cosmetic product, the device includes a product dispensing assembly, an applicator which is configured to be coupled within an upper chamber of the product dispensing assembly in a removable manner, and a cap which is configured to be removably engaged with the product dispensing assembly for covering the applicator and the product dispensing assembly when the device is not in use. The applicator comprises an applicator element which is in contact with an intermediate receiving surface of the dispensing head of the product dispensing assembly. At least a portion of the applicator is placed in contact with the product delivered through at least one outlet of the dispensing head when the product dispensing assembly is actuated. Preferably, the product at least partially impregnates the applicator element when the product contacts the applicator element.

Abstract: A device (102) supports error correction. A receiver (120) is configured to receive data over a communications link. A decapsulator (122) is coupled to the receiver and configured to create datagrams. A decoder (124) is coupled to the decapsulator and configured to store the datagrams in a table and to create codewords, the decoder storing the datagrams in table columns to create codewords in table rows. A user interface (126) is coupled to the decoder and configured to render images corresponding with the datagrams on the user interface. Advantages of the invention include efficient signal processing and prolonged battery life in mobile wireless devices.

Abstract: A single USB-to-IDE adapter (204) connects two or more IDE devices (208, 210, 212) to a USB apparatus (202). The USB apparatus (202) communicates with each IDE device using a connection identifier associated with the USB connection (206) and a unique identifier associated with each IDE connection (214, 216, 218). The USB-to-IDE adapter (204) may be integrated within the USB apparatus (202) or as a discrete component connected to the USB apparatus (202).

Abstract: A receiver (120) is configured to receive data over a communications link. A decapsulator (122) is coupled to the receiver and configured to create datagrams and erasure attributes associated with the datagrams. A decoder (124) is coupled to the decapsulator and configured to store the datagrams in a frame table (400) and to create codewords, the decoder storing the datagrams in table columns to create codewords in table rows, correcting the codewords, and configured to store the erasure attributes in an erasure table (552). The erasure table is characterized in that it comprises a plurality of entries (560), each of which is associated with a column of the frame table. Each entry is comprised of a plurality of elements (570).

Abstract: A receiver (120) is configured to receive data over a communications link. A decapsulator (122) is coupled to the receiver and configured to create datagrams and erasure attributes associated with the datagrams. A decoder (124) is coupled to the decapsulator and configured to store the datagrams in a frame table and track the progression thereof to create codewords, the decoder storing the datagrams in table columns to create codewords in table rows, and configured to store the erasure attributes in an erasure table. A user interlace (126) is coupled to the decoder and configured to render images corresponding with the datagrams on the user interface. Advantages of the invention include improved signal reception and processing, and prolonged battery life in mobile wireless devices.

Abstract: A device (102) supports error correction. A receiver (120) is configured to receive data over a communications link. A decapsulator (122) is coupled to the receiver and configured to create datagrams. A decoder (124) is coupled to the decapsulator and configured to store the datagrams in a table and to create codewords, the decoder storing the datagrams in table columns to create codewords in table rows. A user interface (126) is coupled to the decoder and configured to render images corresponding with the datagrams on the user interface. Advantages of the invention include efficient signal processing and prolonged battery life in mobile wireless devices.

Abstract: An apparatus for encoding video display data comprises a transmitter that is configured to accept an RGB data signal from a source and a receiver that is configured to accept the RGB data signal from the transmitter. The RGB data signal comprises redundant synchronization information. Methods of using the apparatus are also provided.

Abstract: A single USB-to-IDE adapter (204) connects two or more IDE devices (208, 210, 212) to a USB apparatus (202). The USB apparatus (202) communicates with each IDE device using a connection identifier associated with the USB connection (206) and a unique identifier associated with each IDE connection (214, 216, 218). The USB-to-IDE adapter (204) may be integrated within the USB apparatus (202) or as a discrete component connected to the USB apparatus (202).

Abstract: A receiver (120) is configured to receive data over a communications link. A decapsulator (122) is coupled to the receiver and configured to create datagrams and erasure attributes associated with the datagrams. A decoder (124) is coupled to the decapsulator and configured to store the datagrams in a frame table and track the progression thereof to create codewords, the decoder storing the datagrams in table columns to create codewords in table rows, and configured to store the erasure attributes in an erasure table. A user interlace (126) is coupled to the decoder and configured to render images corresponding with the datagrams on the user interface. Advantages of the invention include improved signal reception and processing, and prolonged battery life in mobile wireless devices.

Abstract: A receiver (120) is configured to receive data over a communications link. A decapsulator (122) is coupled to the receiver and configured to create datagrams and erasure attributes associated with the datagrams. A decoder (124) is coupled to the decapsulator and configured to store the datagrams in a frame table (400) and to create codewords, the decoder storing the datagrams in table columns to create codewords in table rows, correcting the codewords, and configured to store the erasure attributes in an erasure table (552). The erasure table is characterized in that it comprises a plurality of entries (560), each of which is associated with a column of the frame table. Each entry is comprised of a plurality of elements (570).