Abstract: Embodiments of the invention are directed to a system, method, or computer program product for multimodal and distributed database system structured for dynamic latency reduction. In this regard, the invention comprises a unified data layer structured to map a plurality of data storage mechanisms to a common abstraction and a query engine structured for heterogenous domain based data extraction without requiring input of schema-based queries. In some embodiments, the invention comprises determining (i) one or more data components and (ii) one or more associated data domains associated with the first domain-based query by parsing the user input based on derived metadata from data dictionaries associated with a unified data layer system component. Moreover, the invention is configured to extract stored data from each of a plurality of databases based on the associated one or more data domains.

Abstract: A medical device adaptor may comprise a distal portion, including a cap configured to be removably affixed to a distal end of a medical device and a channel extending through a lumen of the cap. The channel may be in fluid communication with a working channel of the medical device upon removably affixing the cap to the distal end of the medical device. The adaptor may further comprise a proximal portion including an actuator having a lumen. The actuator may be removably affixed to a proximal end of the medical device, such that the lumen of the proximal portion is configured to be in fluid communication with the working channel of the medical device. The medical device adaptor also may include one or more wires extending between the proximal portion and the distal portion. The one or more wires may be configured to articulate the channel of the distal portion.

Abstract: The disclosure provides an approach for virtual computing instance (VCI) placement. Embodiments include receiving, by a resource optimization system, physical network interface (NIC) queue availability information relating to a plurality of host computers. Embodiments include determining, by the resource optimization system, physical NIC queue requirements of a VCI. Embodiments include selecting, by the resource optimization system, a target host computer for the VCI from the plurality of host computers based on the physical NIC queue availability information and the physical NIC queue requirements of the VCI. Embodiments include loading, by the resource optimization system, the VCI on the target host computer.

Abstract: The present disclosure relates to generating a complex entity index based on a combination of atomic and deep learned attributes associated with instances of a complex entity. For example, systems described herein generate a multi-dimensional representation of entity instances based on evaluation of digital content associated with the respective entity instances. Systems described herein further generate an index representation in which similarity of entity instances are illustrated and presented via an interactive presentation that enables a user to traverse instances of an entity to observe similarities and differences between instances of an entity that have similar embeddings to one another within a multi-dimensional index space.

Abstract: An external function system can be implemented on a database to perform processing on one or more external network services. The external function system can comprise a particular external function for a particular external service, an outbound serializer function, and an inbound serializer function that are linked with the particular external function. The outbound serializer function can be configured to transform the data of a query from a database format to a different format of the particular external network service. The inbound deserializer function can be configured to receive data returned from the external service and transform the data to the format of the database.

Abstract: A clipping system includes a clip, extending and control members and an endcap mounted on an insertion device. A planar body of the clip includes first and second cut-outs defining fingers. The control members slide within extending members to releasably couple to the clip so that movement the control members moves the clip between an insertion configuration, an initial deployed configuration and a review configuration in which the end cap is withdrawn proximally away from the clip to enhance visual observation of the clip. The control member is operable to retract the clip proximally over the end cap toward the insertion configuration so that the fingers are forced open as the clip is retracted over the end cap, freeing the clip from tissue on which it had been clipped to reposition the clip if necessary.

Abstract: A data processing system implements obtaining query parameters for a query for content items in a datastore, the query parameters including attributes of content items for which a search is to be conducted; obtaining a first set of content items from a content datastore based on the query parameters; analyzing the first set of content items using a first machine learning model trained to generate relevant content information that identifies a plurality of relevant content items included in the first set of content items; and analyzing the plurality of relevant content items using a second machine learning model configured to output novel content information, the novel content information including a plurality of content items predicted to be relevant and novel, the novel content information ranking the plurality of content items predicted to be relevant and novel based on a novelty score associated with each respective content item.

Abstract: A method for managing privacy of a screen view on an electronic device is provided. The method includes displaying content on the screen view of an electronic device, where the content includes one or more private objects, determining the upcoming event(s) of a user of the electronic device and an associated user intent to share the displayed content during execution of the at least one upcoming event, determining one or more privacy parameters of the displayed content in relation to the upcoming event(s), and modifying the screen view of the electronic device based on one or more privacy parameters during execution of the upcoming event(s), where the modified screen view exclude some or more private objects which is not essential to execute the upcoming event(s).

Abstract: The present invention provides methods and compositions to reduce growth of microbial colonies, including infections, and includes therapeutic compositions, methods for treatment of infections, and methods for identifying additional such compositions.

Abstract: An example system includes a stand configured to position a computing device proximate to a physical activity surface. The system further includes a video capture device, a detector, and an activity application. The video capture device is coupled for communication with the computing device and is adapted to capture a video stream that includes an activity scene of the physical activity surface and one or more interface objects physically interactable with by a user. The detector is executable to detect motion in the activity scene based on the processing and, responsive to detecting the motion, process the video stream to detect one or more interface objects included in the activity scene of the physical activity surface. The activity application is executable to present virtual information on a display of the computing device based on the one or more detected interface objects.

Abstract: A data processing system implements obtaining query parameters for a query for content items in a datastore, the query parameters including attributes of content items for which a search is to be conducted; obtaining a first set of content items from a content datastore based on the query parameters; analyzing the first set of content items using a first machine learning model trained to generate relevant content information that identifies a plurality of relevant content items included in the first set of content items; and analyzing the plurality of relevant content items using a second machine learning model configured to output novel content information, the novel content information including a plurality of content items predicted to be relevant and novel, the novel content information ranking the plurality of content items predicted to be relevant and novel based on a novelty score associated with each respective content item.

Abstract: The present invention relates to a process for production of xylitol. More particularly, the present invention provides an improved process for high titer xylitol production from pure xylose. The process of the present invention results in enhanced xylitol production in shortest duration of time.

Abstract: Methods, systems, and computer storage media for providing a disrupted-speech assistance service associated with a disrupted-speech management engine of a meeting management system. The disrupted-speech assistance service is an accessibility service that supports accessibility operations of a disrupted-speech management engine to provide disrupted-speech assistance features in a meeting management system. In operation, meeting data comprising audio data is accessed. The audio data is analyzed to determine that the audio data comprises disrupted-speech at a threshold level of disrupted-speech. Based on the audio data comprising disrupted-speech at the threshold level of disrupted-speech, one or more disrupted-speech assistance operations for a meeting can be executed. The one or more disrupted-speech assistance operations comprises identifying a disrupted-speech word; determining an alternative word for the disrupted-speech word.

Abstract: The embodiments herein provide a low-cost, highly scalable, and automated system for the expansion of intercalated graphite compounds for the production of expanded graphite. The embodiments herein also provide an automated system (100) and method (200) for the synthesis and production of expanded graphite using a gas-based heating system. The system (100) comprises a housing (101) defining a production chamber (101a) having an open side (101b). A retractable tray (104) is movable into the production chamber through the open side, and the retractable tray comprises a holder (105) to hold a removable vessel (106) that contains a graphite intercalation compound. The housing (101) is provided with an opening (102) in a wall to removably receive a gas-based flame generation device (108) into the production chamber, and an exhaust outlet (103) to remove exhaust gases from the production chamber (101a).

Abstract: A system includes a clip, a first control member, and an adapter including a channel extending from a proximal end to a distal end. The clip includes a base portion mounted over a periphery of the adapter and arms extending distally from the portion. The arms are movable relative to one another between insertion and initial deployed configurations. The first member is releasably coupled to the portion and is movably connected to the adapter so that a longitudinal movement of the first member relative to the adapter moves the clip between the insertion configuration, the initial deployed configuration, and a review configuration. The first member is operable to retract the clip proximally over the adapter toward the insertion configuration so that the arms is forced open as the clip is retracted over the adapter freeing the clip from tissue on which it had been clipped.

Abstract: A nanopore sensing system includes a cis well, a trans well, and a metal based membrane positioned between the cis and trans wells so that a channel defined in the metal based membrane fluidically connects the cis and trans wells. The metal based membrane has a thickness ranging from about 1 nm to about 3 nm and is selected from the group consisting of a metal oxide, a metal sulfide, a metal nitride, a metal phosphide, a metal arsenide, a metal antimonide, a metal selenide, and a metal telluride.

Abstract: A test and measurement instrument includes one or more ports to connect to one or more devices under test (DUT) having tuning screws, and to a robot, one or more processors to configured to: send commands to the robot to position the tuning screws on the one or more DUTs to one or more sets of positions, each set of positions being a parameter set for the tuning screws, acquire a set of operating parameters for each parameter set from the one or more DUTs, generate a parameter set image for each set, create a combined image of the parameter set images, provide the combined image to a machine learning system to obtain a predicted set of values, adjust the predicted set of values to produce a set of predicted positions, send commands to the robot to position the tuning screws to positions in the set of predicted positions, obtain a set of tuned operating parameters from the one or more DUTs, and validate operation of the one or more DUTs.

Abstract: A method for managing a memory associated with PCIe SSD including: generating memory pools of equal size from a predefined size of contiguous physical memory, each of the memory pools manages a memory request of different size and is associated with a respective predefined size of memory request; dividing each of the memory pools into first set of memory pages, each having a size equal to maximum size among the predefined size of the memory request associated with the respective memory pool; dividing each of the first set of memory pages into second set of memory pages, each having a size equal to the predefined size of the memory request associated with respective memory pool; and managing the contiguous physical memory by allocating a memory page from the second set of memory pages fora memory request corresponding to the size of the second set of memory pages.

Abstract: The embodiments herein provide a facile four-step process for the preparation of binder-free graphene felts that are free standing and mechanically robust. The step of deagglomeration of graphene material leads to a uniform size distribution which when combined/integrated with an appropriate moulding technique allows an easy fine tuning of various attributes of graphene felts including electrical conductivity, porosity, surface area, surface morphology and surface functionalization depending on the desired application. Since graphene felts obtained from this process do not incorporate any binder, to achieve better electrical conductivity, electrochemical activity and catalytic and sensing properties compared to conventional graphene felts while not compromising with their mechanical properties.

Abstract: Techniques for generating a workflow model are described. In an example, a device presents a window. A selection of an icon presented in the window is received, where the icon corresponds to a node having a node type. Based on rule, the device determines a location where the icon can be added to a workflow. The rule indicates the location based on the node type and a workflow model. The user device presents, in the window, an indicator of the location, receives a placement of the node at the location, and presents, the icon at the location indicating that the node is added to the workflow. The device updates the workflow model to include, based on the placement, a reference to executable code that corresponds to the node, and to include, based on the location, information about an execution sequence of executable codes referenced in the workflow model.