Abstract: Example implementations relate to deduplication operations in a storage system. An example includes receiving a stream of data units to be stored in a persistent storage of a deduplication storage system; generating a manifest to record a received order of the data units; indexing the data units in container indexes, where each container index records fingerprints and immutable storage locations of one or more data units; in response to a determination that the manifest has reached a threshold size, determining immutable storage locations that are recorded in the container indexes; and updating the manifest to record the determined immutable storage locations.

Abstract: The disclosure relates to the assembly of Virus Like Particles [VLPs] using packaging native and artificial packaging signals and their use in vaccines and immunological compositions and the methods of vaccination or immunisation against human and animal viral pathogens.

Abstract: A system is provided for a machine learning engine using clustered case objects in a case management system. The system includes a multi-layer neural network. The system is configured to receive case object data comprising a case object and contextual objects in the case management system associated with the case object, the contextual objects comprising word vectors, generate a context embedding for the case object using the word vectors for the contextual objects, and cluster the case object with other case objects in the case management system based on the context embedding for the case object and other context embeddings for the other case objects.

Abstract: The present invention provides a stable aqueous hydroxycarbamide solution comprising: hydroxycarbamide; a pH adjuster being sodium hydroxide, potassium hydroxide, sodium bicarbonate, and sodium carbonate, or a mixture of one or more of these substances; and optionally a preservative being a base of methyl hydroxybenzoate and/or ethyl hydroxybenzoate; wherein: the solution is controlled to have a pH of between 6.1 and 7.1. The solution of the present invention is beneficial as compared to solutions according to the prior art in that it can be safely stored at ambient temperatures for prolonged periods of time without significant degradation.

Abstract: A data processing system analyzes a corpus of conversation data received at an interactive conversation service to train a response recommendation model. The response recommendation model generates response vectors based on custom responses and using the trained model and generates a context vector based on received input at the interactive conversation service. The context vector is compared to the set of response vectors to identify a set of recommended responses, which are recommended to an agent conversing with a user using the interactive conversation service.

Abstract: An apparatus includes a memory configured to store a sequence. The sequence includes an estimation of a biological sequence. The sequence includes a set of elements. The apparatus also includes a set of hardware processors. Each hardware processor is configured to implement a segment processing module. The apparatus also includes an assignment module implemented in a hardware processor. The assignment module is configured to receive the sequence from the memory, and assign each element to at least one segment from a set of segments, including, when an element maps to at least a first segment and a second segment, assigning the element to both the first segment and the second segment. The segment processing module is configured to, for each segment from a set of segments specific to that hardware processor, and substantially simultaneous with the remaining hardware processors, remove at least a portion of duplicate elements in that segment to generate a deduplicated segment.

Abstract: A system is provided for a machine learning engine using clustered case objects in a case management system. The system includes a multi-layer neural network. The system is configured to receive case object data comprising a case object and contextual objects in the case management system associated with the case object, the contextual objects comprising word vectors, generate a context embedding for the case object using the word vectors for the contextual objects, and cluster the case object with other case objects in the case management system based on the context embedding for the case object and other context embeddings for the other case objects.

Abstract: A data processing system analyzes a corpus of conversation data received at an interactive conversation service to train a response recommendation model. The response recommendation model generates response vectors based on custom responses and using the trained model and generates a context vector based on received input at the interactive conversation service. The context vector is compared to the set of response vectors to identify a set of recommended responses, which are recommended to an agent conversing with a user using the interactive conversation service.

Abstract: Disclosed are database systems, methods, apparatus, and computer program products for escalating data content to an associated database object. For instance, a data content item shared in an online forum can be processed to identify a characteristic. It can be determining whether the characteristic satisfies a first elevation condition identified by one or more data objects. Also, it can be determined whether an identified database record associated with a user satisfies a second elevation condition. Further, it can be determined whether a characteristic of the user satisfies a third elevation condition. When the elevation conditions are satisfied, a database record can be generated or updated to identify at least a portion of the data content item and identify an attribute of the user.

Abstract: Provided herein are compositions and methods for the treatment of diseases, such as hyperproliferative diseases, employing compounds formulated for pharmaceutical and research use via nanoparticles.

Abstract: A method of assembling a gas turbine engine includes setting a build clearance at assembly in response to a running tip clearance defined with a cooled cooling air. A method of operating a gas turbine engine includes supplying a cooled cooling air to a high pressure turbine in response to an engine rotor speed.

Abstract: A method of assembling a gas turbine engine includes setting a build clearance at assembly in response to a running tip clearance defined with a cooled cooling air. A method of operating a gas turbine engine includes supplying a cooled cooling air to a high pressure turbine in response to an engine rotor speed.

Abstract: An apparatus includes a memory configured to store a sequence that includes an estimation of a biological sequence. The sequence includes a set of elements. The apparatus also includes an assignment module implemented in a hardware processor. The assignment module is configured to receive the sequence from the memory, and assign each element to at least one segment from a set of segments, including, when an element maps to at least a first segment and a second segment, assigning the element set of segments specific to that hardware processor, and substantially simultaneous with the remaining hardware processors, remove at least a portion of duplicate elements in that segment to generate a deduplicated segment.

Abstract: Systems and methods for analyzing genetic sequence data involve: (a) obtaining, by a computer system, genetic sequencing data pertaining to a subject; (b) splitting the genetic sequencing data into a plurality of segments; (c) processing the genetic sequencing data such that intra-segment reads, read pairs with both mates mapped to the same data set, are saved to a respective plurality of individual binary alignment map (BAM) files corresponding to that respective segment; (d) processing the genetic sequencing data such that inter-segment reads, read pairs with both mates mapped to different segments, are saved into at least a second BAM file; and (e) processing at least the first plurality of BAM files along parallel processing paths. The plurality of segments may correspond to any given number of genomic subregions and may be selected based upon the number of processing cores used in the parallel processing.

Abstract: Provided herein are compositions and methods for the treatment of diseases, such as hyperproliferative diseases, employing compounds formulated for pharmaceutical and research use via nanoparticles.

Abstract: Systems and methods for analyzing genetic sequence data involve: (a) obtaining, by a computer system, genetic sequencing data pertaining to a subject; (b) splitting the genetic sequencing data into a plurality of segments; (c) processing the genetic sequencing data such that intra-segment reads, read pairs with both mates mapped to the same data set, are saved to a respective plurality of individual binary alignment map (BAM) files corresponding to that respective segment; (d) processing the genetic sequencing data such that inter-segment reads, read pairs with both mates mapped to different segments, are saved into at least a second BAM file; and (e) processing at least the first plurality of BAM files along parallel processing paths. The plurality of segments may correspond to any given number of genomic subregions and may be selected based upon the number of processing cores used in the parallel processing.

Abstract: Disclosed are methods, apparatus, systems, and computer program products for escalating community content to an associated case. Characteristics of community content can be compared with rules to generate a customer service case record based on the community content.

Abstract: A pneumatic vibration isolating suspension is disclosed for supporting a payload on a moving carrier while suppressing the transmission of vibrations in the 1 to 50 Hz band between the carrier and the payload. The disclosed invention can be deployed in the air in a towed carrier or sonde, and operated from aircraft power, making it a suitable platform for airborne geophysical instrumentation. It also has particular application to airborne electromagnetic surveying operating in the same frequency band because the sensor vibrations that result in noise created by the modulation of the sensor coupling with the earth's magnetic field are suppressed. Furthermore, the invention can be constructed from resistive composite materials and non-magnetic metals, so it can be operated without producing significant modification to the ambient electromagnetic field being measured.

Abstract: One embodiment relates to a method of inspecting a site location on a target substrate. Contours are obtained, the contours having been generated from a reference image using a design clip. A target image of the site location is acquired. The contours are aligned to the target image, and contrast values are computed for pixels on the contours. A threshold is applied to the contrast values to determine contour-based defect blobs. Another embodiment relates to a method of generating contours for use in inspecting a site location for defects. Other embodiments, aspects and features are also disclosed.