Abstract: Some embodiments provide a method for presenting a visualization of a topology for a logical network. In response to receiving a selection of a particular user interface (UI) item representing a particular group of logical elements, the method presents one or more filter UI items for the particular group of logical elements. Each filter UI item corresponds to a different attribute associated with the logical elements. Upon receiving selection of one or more attribute states for each attribute for which a filter UI item is presented, the method identifies logical elements in the group of logical elements that match the selected attribute states. The method presents, in the UI, an expanded version of the particular group of logical elements that emphasizes the identified logical elements that match the selected attribute states.

Abstract: Vector object path segment editing techniques are described that retain edibility of a path while supporting editing of a segment included within the path, individually and separately, without editing other segments of path. A vector object editing module first retrieves information on segments included in a path of a vector object. The vector object editing module then renders a selected segment separately from an adjacent segment based on the selected segment model. An editing operation is then applied to the selected segment as specified via the user interface, e.g., to change color, width, or other display characteristic. The vector object editing module then generates a joint between the edited segment and the adjacent segment to provide a transition between the segments that mimics inclusion as a single path that contains those segments.

Abstract: A method for performing data prediction includes: obtaining a dataset; generating prediction parameters using the dataset; identifying significant variables in the dataset; predicting seasonality of the dataset based on the significant variables; determining uncertainty of the prediction parameters; performing the data prediction by minimizing randomness and uncertainty of the dataset; and displaying the data prediction on a graphical user interface.

Abstract: A computerized-method for calculating an agent skill-satisfaction-index and utilization thereof, is provided herein. The computerized-method includes operating an Agent-Skill-Satisfaction-Index (ASSI)-scoring module.

Abstract: Provided herein are systems and methods for identifying alternative splicing derived cell surface antigens. Also provided are methods and compositions for using the identified cell surface antigens. Further provided are methods, compositions, and systems for diagnosing diseases in a subject using the identified cell surface antigens or treating diseases using the same.

Abstract: A computerized-method for calculating an agent skill-satisfaction-index and utilization thereof, is provided herein. The computerized-method includes operating an Agent-Skill-Satisfaction-Index (ASSI)-scoring module.

Abstract: A deformable ear tip comprising: an annular inner ear tip body having a sidewall extending between first and second opposing ends thereby defining a sound channel through the ear tip; an annular outer flange integrally formed with and surrounding the first end of the inner ear tip body and extending towards the inner ear tip second end forming an air gap between the annular inner ear tip body and the annular outer flange along a portion of a length of the ear tip, wherein the outer flange comprises a first material having a first durometer and is sized and shaped to be inserted into a human ear canal; and an inner flange integrally formed with the inner ear tip body and comprising a second material having a second durometer less than the first durometer, the inner flange body extending from a location along the inner ear tip body between the first and second ends towards an inner surface of the outer flange body.

Abstract: Architectures and techniques for providing persistent volume functionality are disclosed. A storage container having a virtual storage volume to be persisted across multiple applications is created. The multiple applications hosted in one or more application containers. The storage container is placed within a virtual machine object. The virtual machine object containing the storage container is stored in a computer-readable memory as a persistent virtual storage volume.

Abstract: Methods and systems for detecting when users deviate from a provided transportation route and for correcting the transportation route in response to such user deviations is presented. In one embodiment, a method is provided including detecting a changed condition for a transportation route between a first location and a second location. The transportation route may include multiple transportation segments. A first transportation segment designating a first modality may be identified, wherein the changed condition decreases a likelihood that vehicles associated with the first modality will be available to service the first transportation segment. In response, a second transportation segment designating a second modality different from the first modality is generated. The first transportation segment is then replaced with the second transportation segment in the transportation route.

Abstract: A dosage form contains a biologically active ingredient for treating or preventing a disease in the animal or human body, where the treatment or prevention requires release of 50% or more of the biologically active ingredient in the small intestine within the pH range from 3 to 5.5. The dosage form contains: a) a core, containing the biologically active ingredient; b) an intermediate coating layer (ICL) onto or above the core, containing an alkaline agent; and c) an enteric coating layer (ECL) onto or above the intermediate coating layer, containing an enteric polymer. The relation of the alkaline agent to the enteric polymer is 5 to 95% when calculated by the formula: quantity ? of ? alkaline ? agent ? in ? grams ? in ? the ? I ? C ? L × 100 ( quantity ? of ? alkaline ? agent ? in ? grams ? in ? the ? I ? C ? L + quantity ? of ? enteric ? polymer ? in ? grams ? in ? the ? E ? C ? L ) .

Abstract: The present invention relates to novel B7H6/CD3 binding proteins. The invention also relates to nucleic acids encoding such proteins; to methods for preparing such proteins; to host cells expressing or capable of expressing such proteins; to compositions comprising such proteins; and to uses of such proteins or such compositions, in particular for therapeutic purposes in the field of cancer diseases.

Abstract: A surgical instrument includes a housing, an end effector extending distally from the housing, and a use counting feature disposed on the housing. The use counting feature includes a plurality of layers of material arranged in a stacked configuration such that only an upper-most layer of the plurality of layers of material is substantially visible. The upper-most layer of the plurality of layers of material is selectively removable from the plurality of layers of material such that, upon removal of the upper-most layer, a previously second upper-most layer of the plurality of layers of material becomes the upper-most layer and is substantially visible.

Abstract: The present invention relates to a method of signalling in an Integrated Access and Backhaul (IAB) network. The method comprises signalling information related to multiplexing capability and supported modes of operation from the child IAB node to the parent IAB node. An active mode of operation is determined at the child IAB node. The configuration to operate in the active mode of operation is signalled to the child IAB node. Timing Advance (TA) for each active mode of operation, guard information for each active mode of operation are signalled as configuration for the active mode of operation. Further, the method comprises signalling exchanges for fallback from one mode of operation to another at child IAB nodes.

Abstract: A device includes a first plurality of MEOL interconnects coupled to a second node that extends in a first direction. The first plurality of MEOL interconnects includes first and second subsets of MEOL second-terminal interconnects. The device includes a second plurality of MEOL interconnects coupled to a first node that extends in the first direction. The second plurality of MEOL interconnects includes first and second subsets of MEOL first-terminal interconnects. The first subsets of MEOL first-terminal and second-terminal interconnects are interleaved and are a first subset of interleaved MEOL interconnects. The second subsets of MEOL first-terminal and second-terminal interconnects are interleaved and are a second subset of interleaved MEOL interconnects. The device includes at least one of a first plurality of gate interconnects or a first plurality of OD regions extending in a second direction orthogonal to the first direction between the first and second subsets of interleaved MEOL interconnects.

Abstract: A system for developing software provides a graphical user interface on a display of a client device, the graphical user interface displaying features from a library of features for a custom software application, implements simulations of a plurality of the features available for demonstration through the graphical user interface, stores blocks of source code for each feature in a source code repository wherein the blocks are adapted to provide an actual application when compiled by developers, receives from the client device, by a server running a software building component, one or more selected features for the software application, automatically integrates, by the software building component, the one or more selected features to generate an integrated feature set based on attributes of each of the selected features and an inter-feature rules set, and generates an interactive visualization of a navigable prototype of the software application based on the integrated feature set.

Abstract: A method implemented via execution of computing instructions configured to run at one or more processors and stored at one or more non-transitory computer-readable media. The method can include receiving, via a computer network, an intent prediction request from a frontend system. The method further can include obtaining, from a database, one or more events in a lookback period associated with one or more items ordered by a user for the intent prediction request. The method also can include determining a time-based feature encoding for the one or more events for the user by: (a) determining a feature encoding for the one or more events; (b) determining a positional encoding for the one or more events; and (c) determining the time-based feature encoding based at least in part on the feature encoding, the positional encoding, and a decay function. The positional encoding can include one or more positional vectors associated with a temporal sequence of the one or more events.

Abstract: Techniques are provided for input/output operations per second (lOPS) and throughput monitoring for dynamic and/or optimal resource allocation. These techniques provide automated monitoring of resources, such as memory and processor utilization by a container accessing a volume. The automated monitoring is performed in order to generate and execute intelligent recommendations for improved resource utilization. Resource allocations can be scaled up to meet l/O load demand and satisfy service level agreements (SLAs). Resource allocations can be scaled down or adjusted to conserve resources, such as by consolidating containers or pods hosted in multiple virtual machines into a single virtual machine and decommissioning virtual machines no longer hosting containers or pods.

Abstract: Aspects of the present disclosure are directed to obscuring objects in data streams using machine learning. A data stream captured at a client device associated with a principal user (e.g., video stream, artificial reality session, and the like) can be processed to recognize objects in the stream. Based on user preferences that define object sharing rules, one or more of the recognized objects can be obscured from the data stream. For example, when the principal user's data stream is displayed to the participant users, such as during a video conference, objects in the principal user's data stream can be obscured according to the object sharing rules. Different groups of object sharing rules (e.g., profiles) can be used for different participant users or session types. Machine learning can be used to learn trends and predict a profile for use with a current or future shared streaming data session.

Abstract: Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and cause the one or more processors to perform receiving one or more user utterances; re-training a pre-trained natural language processing (NLP) algorithm on the one or more user utterances; using the pre-trained NLP algorithm, as re-trained, as one or more layers in a neural network; combining at least one first output of at least one first output layer of the neural network with at least one second output of at least one second output layer of the neural network to create a final output of the neural network, wherein: the at least one first output layer of the neural network is different than the at least one second output layer of the neural network; and wherein the pre-trained NLP algorithm, as re-trained, is used to determine the final output of the neural network; and coordinating displaying a customized graphical user interf

Abstract: An integrated circuit assembly includes a support (e.g., package substrate or circuit board) and a semiconductor die including a device. The semiconductor die is mounted to the support with the device facing the support. The device can be, for example, a quantum well laser device or a photonics device. A layer of decoupling material is on the device. An underfill material is between the semiconductor die and the support, where the decoupling material is between the device and the underfill material. The decoupling layer decouples stress from transferring from the underfill material into the device. For example, the decoupling material forms only weak bonds with the underfill material and/or a passivation layer on the device, in an embodiment. Weak bonds include non-covalent bonds and non-ionic bonds, for example. The decoupling material can be, for instance, a PTFE film, a poly(p-xylylene) film, a fluorocarbon, or a compound lacking free hydroxyl groups.