Abstract: A method and apparatus for material deposition onto a sample to form a protective layer composed of at least two materials that have been formulated and arranged according to the material properties of the sample.

Abstract: Origin text content to be analyzed using natural language processing is received. A two-dimensional item sequence representation for at least a portion of the received origin text content is generated. Using one or more processors, one or more evaluation metrics are determined based on an analysis of the two-dimensional item sequence representation. A reduced version of the origin text content is automatically generated based on the one or more evaluation metrics to assist in satisfying a constraint of a natural language processing model. The reduced version of the origin text content is used as an input to the natural language processing model.

Abstract: Origin text content to be analyzed using natural language processing is received. The received origin text content is preprocessed using one or more processors including by vectorizing at least a portion of the received origin text content and identifying a closest matching centroid to automatically generate a reduced version of the origin text content to assist in satisfying a constraint of a natural language processing model. The reduced version of the origin text content is used as an input to the natural language processing model. A result of the natural language processing model is provided for use in managing a computerized workflow.

Abstract: Embodiments are provided for using metadata presence information to determine when to access a higher-level metadata table. It is determined that an incomplete hit occurred for a line of metadata in a lower-level structure of a processor, the lower-level structure being coupled to a higher-level structure in a hierarchy. It is determined that metadata presence information in a metadata presence table is a match to the line of metadata from the lower-level structure. Responsive to determining the match, it is determined to avoid accessing the higher-level structure of the processor.

Abstract: A central processing unit (CPU) system including a CPU core can include an adaptive cache compressor, which is capable of monitoring a miss profile of a cache. The adaptive cache compressor can compare the miss profile to a miss threshold. Based on this comparison, the adaptive cache compressor can determine whether to enable compression of the cache.

Abstract: A method of branch prediction in a processor includes: obtaining, by the processor, a branch instruction for which a direction of a branch is to be predicted; generating, by the processor, an index based on an instruction address, a global path vector (GPV), and a counter; selecting, by the processor, an entry from a data structure using the index; and predicting, by the processor, the direction of the branch using information included in the selected entry. The method may include modifying a tag in the selected entry based at least in part on another GPV.

Abstract: An injection molded component includes a wall that has an inner wall surface and an outer wall surface. A sensor is molded into one of the inner wall surface and the outer wall surface. A channel is at least partially surrounding the sensor.

Abstract: A cache compression predictor can be coupled to a central processing unit (CPU) CPU core. The CPU core can read a cache line from a cache. Upon the CPU core reading the cache line, the cache compression predictor can predict whether the cache line is a compressed cache line or an uncompressed cache line.

Abstract: A media system comprises one or more non-wearable playback devices, a gateway device, and a wearable playback device. The one or more non-wearable playback devices are configured to receive media content and to play the media content in synchrony with one another. The gateway device is commutatively coupled with at least one of the non-wearable playback devices and is configured to receive the media content. The wearable playback device comprises a microphone and a transducer and is commutatively coupled to the gateway device. The wearable playback device is configured to receive the media content and to simultaneously play ambient audio received via the microphone and the media content via the transducer while the one or more non-wearable playback devices play the media content.

Abstract: A chainsaw hanger has a flat face with a J-shaped support arm extending perpendicular to and vertically downward from the face, curving to form a horizontal portion parallel to and spaced laterally from the face, and a vertical portion extending upward towards and spaced laterally from a bottom surface of the face. The chainsaw hanger supports a chain saw in a vertical position abutting a wall. The support arm of a lockable chainsaw hanger has a pair of apertures spaced to accommodate a U-shaped rod having legs extending downward. One leg is slidably and rotatably secured within the support arm.

Abstract: This disclosure is generally directed to systems and methods for wirelessly charging a battery in a mobile robot. In an example method in accordance with the disclosure, a mobile robot locates and approaches a wireless battery charging station (by using an onboard camera, for example). The mobile robot then executes an alignment procedure to align a wireless charge receiving pad of the mobile robot with a battery charging pad of the wireless battery charging station. The alignment procedure may involve the mobile robot moving the wireless charge receiving pad in any of three axial directions, such as, backwards, forwards, sideways, upwards, and/or downwards. After alignment is completed, the mobile robot may establish a wireless handshake with the wireless battery charging station. The wireless handshake can include a verification of an authentication of the mobile robot to access the wireless battery charging station, followed by a wireless battery charging operation.

Abstract: Computation, placement, and accessing of error correcting codes (ECC) in a computer system data cache enabling partial reads and writes to each line of data in the cache. For storing multiple compressed blocks, received at differing time periods, in a single cache line, the ECC for the first compressed block is stored in the ECC field of the cache and the ECC for the second and subsequently received compressed blocks is appended to the compressed data. Additionally, an auxiliary ECC cache may be constructed for temporarily holding a partial ECC for a partial read/write, and a new ECC for the partial read/write is computed using the partial ECC.

Abstract: An implant having a unitary body includes an intramedullary portion and an extramedullary portion. The intramedullary portion is sized and structured to be received within an intramedullary canal of a first bone and defines a longitudinal axis. The extramedullary portion includes a surface defining an axis that is disposed at an angle with respect to the longitudinal axis. An aperture defined along the extramedullary portion is sized and configured to receive a fastener therein for coupling the extramedullary portion of the implant to a second bone.

Abstract: An adjustment compliance device and systems and methods for use with an external fixator are disclosed. The adjustment compliance device can be attached to a strut of an external fixator and may include at least one indicator element to indicate adjustment parameters for an active step of an adjustment process for the external fixator. The adjustment parameters may include an active strut and/or a direction of adjustment for the strut. The adjustment compliance device may receive the adjustment parameters from a user device. The at least one indicator element may include a light element operative to emit light in a color corresponding to the active strut. The at least one indicator element may include a light element configured to indicate a direction of rotation of the active strut. As a result, a patient can more effectively comply with an adjustment prescription, thereby improving the likelihood of successful bone alignment.

Abstract: Techniques for avoiding uncorrectable errors in a memory device can include detecting a correctable error pattern of a memory page of a memory device, and determining that the correctable error pattern of the memory page satisfies a page migration condition. Upon satisfying the page migration condition, write accesses to the memory page are prevented from reaching a memory controller of the memory device. The contents of the memory page are then migrated to a reserved page, and a mapping table is updated to replace accesses to the memory page with accesses to the reserved page.

Abstract: In one aspect, an implant configured to attach a first bone section to a second bone section comprises an intramedullary portion and an extramedullary portion. The intramedullary portion is configured for insertion into the first bone section. The ex-tramedullary portion is configured to abut a surface of the second bone section and includes a first fastener aperture configured to eceive a bone fastener inserted in the second bone section. The intramedullary portion and the extramedullary portion are coupled such that the extramedullary portion is rotatable with respect to the intramedullary portion.

Abstract: Described herein are photonic integrated circuits (PICs) comprising a semiconductor optical amplifier (SOA) to output a signal comprising a plurality of wavelengths, a sensor to detect data associated with a power value of each wavelength of the output signal of the SOA, a filter to filter power values of one or more of the wavelengths of the output signal of the SOA, and control circuitry to control the filter to reduce a difference between a pre-determined power value of each filtered wavelength of the output signal of the SOA and the detected power value of each filtered wavelength of the output signal of the SOA.

Abstract: A multi-tenant computer system implements a platform for providing data protection scopes to shared infrastructure services according to a nested tenant model that permits a hierarchy having a plurality of levels. The multi-tenant computer system provisions data protection scopes for cloud products, service products, cloud product tenants, service products operating in the context of cloud products, service products operating in the context of cloud product tenants, and combinations of the foregoing.

Abstract: A modular structure supports elevated rail segments for delivering electrical power to a moving work machine, such as a hauler at a mining site. Opposite ends of a roadside barrier contain complementary tubular couplers arranged vertically, one having a first diameter supported by an arm and the other having a larger second diameter and a vertical slot. Couplers on adjacent barriers can be mated together concentrically along a central axis. The mated couplers help restrict longitudinal displacement, lateral displacement, slope change, and lateral rotation between adjacent barriers during placement. One barrier may be used as a temporary alignment structure to position barriers spaced altematingly along a haul route for the work machine.

Abstract: A first portion of a series battery is arranged where the first portion of the series battery produces a first magnetic field and the series battery includes a plurality of charge storage devices, a negative output terminal, a positive output terminal, and a plurality of intradevice connections connecting the plurality of charge storage devices in series. A second portion of the series battery is arranged such that a second magnetic field produced by the second portion of the series battery at least partially cancels out the first magnetic field.