Abstract: Techniques described herein provide pooling of radio access network (RAN) resources in a disaggregated RAN in a manner that enables dynamic re-homing of RAN functions with minimal disruption to stateful communications. The RAN is a hierarchical arrangement of RAN units, each having an associated state at any given time. A RAN state pooling system (RSPS) is in communication with a pool of the RAN units via a high-speed communication channel. The RSPS is configured to maintain an updated repository of the state information for the RAN units in its serviced pool. In the event of re-homing from a first RAN unit to a second RAN unit in the pool (e.g., due to the first RAN unit failing, becoming overloaded, etc.), the RSPS provides the second RAN unit with the updated state information for the first RAN unit to facilitate a stateful re-homing.

Abstract: A system can include a top drive with a quill with a pivot joint, with an upper portion pivotably coupled to a lower portion via a pivot, coupled between the quill and a running tool, wherein rotation of the lower portion relative to the upper portion pivots the running tool about the pivot. A method for running a tubular string by moving a tubular along a catwalk, coupling a pivot joint between a running tool and a quill, and pivoting the running tool about the pivot by pivoting the lower portion relative to the upper portion.

Abstract: Techniques for electronic document content bookmarking are disclosed. In one embodiment, a method is disclosed comprising receiving user input indicating selection of a portion of the electronic document, receiving a request to bookmark the selected portion of the electronic document, generating a bookmark card for the selected portion of the electronic document, the bookmark card comprising information identifying the electronic document, the selected portion of the electronic document as bookmarked content and the at least one user-defined information item, receiving, via the computing device, a bookmark view request via the GUI, and causing display of the bookmark view via the GUI in response to the bookmark view request, the bookmark view comprising an entry corresponding to the generated bookmark card and providing the bookmarked content from the generated bookmark card, the bookmark view providing a number of actions selectable by the user in connection with the entry from the bookmark view.

Abstract: A method for managing network attached storage (NAS) assets obtaining, by a backup manager, a backup request for backing up the NAS assets, in response to the backup request: determining a number of streams available to be performed in parallel by a set of backup agents, obtaining a set of slices associated with the NAS assets, performing a categorization on the set of slices based on metadata associated with the set of slices to obtain a set of batches, initiating a slice distribution of the set of slices to the set of backup agents based on the set of batches and the number of streams, and storing the set of slices in a backup storage system.

Abstract: The system comprises of a security label engaged to a package. The label comprises of a first layer with a first code and a second layer with a second code. The first layer is disposed over the second layer in a way that at least a portion of the second code on the second layer is covered by the first layer. The second code on the second layer is revealed upon irreversibly disengaging the first layer from the package. The first code is associated with a first information and the second code is associated with a second information. The second code on the second layer is associated with the first code on the first layer. These codes are authentication-wise interlinked and as one single label which can be pre-applied on product-label and still extended authentication challenge like refill-evidence or tamper-evidence in addition to basic counterfeit-evidence.

Abstract: Disclosed are systems and methods for leader node election, comprising a cluster system including a plurality of nodes, a node registry, wherein nodes are configured to transmit registration requests to the node registry, receive node data is response, and to determine a leader node based on the earliest registered node, and wherein the leader node is configured to dynamically allocate data slots between the plurality of nodes, and each of the nodes are configured to store data associated with allocated data slots in an in-memory least recently used component and data associated with all of the data slots in a persistent storage component.

Abstract: Methods, systems, and non-transitory computer readable storage media are disclosed for modifying paths in digital vector images according to similar path geometries in the digital vector images. The disclosed system generates a path cache comprising path information for a plurality of connected path sets within a digital image. The disclosed system also determines, from the plurality of connected path sets, one or more candidate path sets including path information in the path cache within a threshold error of path information of a selected connected path set including an anchor point in the digital image. The disclosed system modifies, utilizing the path cache, the path information of the selected connected path set utilizing path information of a candidate path set of the one or more candidate path sets.

Abstract: A method includes generating a greenhouse gas (GHG) mitigation credit including identifying a set of tasks to be completed by a respective set of first entities that collectively generate a GHG mitigation having a set of GHG mitigation parameters; receiving, from a second entity, a request for a GHG credit acquisition for the GHG mitigation credit; in response to receiving the request, executing the request for the GHG credit acquisition and providing the GHG mitigation credit to the second entity; and providing, to at least one of the set of first entities, instructions to cause the at least one of the set of first entities to execute a respective task of the set of tasks.

Abstract: The present invention provides an improved process for lipid nanoparticle formulation and mRNA encapsulation. In some embodiments, the present invention provides a process of encapsulating messenger RNA (mRNA) in lipid nanoparticles comprising a step of combining a solution of preformed lipid nanoparticles with lipid nanoparticles encapsulating mRNA, resulting in a composition of increased potency of mRNA encoded protein expression in vivo.

Abstract: Systems and methods for determining a reparability of a vehicle are provided. In some embodiments, vehicle data is obtained, and a list of variables is generated from the obtained data. A machine learning algorithm may then be trained to generate a reparability metric by: (i) generating correlation metrics between the variables and costs to repair the vehicle, (ii) removing variables with correlation metrics below a threshold, and (iii) training the machine learning algorithm based upon unremoved variables.

Abstract: The present invention provides an improved process for lipid nanoparticle formulation and mRNA encapsulation. In some embodiments, the present invention provides a process of encapsulating messenger RNA (mRNA) in lipid nanoparticles comprising a step of mixing a solution of pre-formed lipid nanoparticles and mRNA at a low concentration.

Abstract: Disclosed herein are biocomposites which may be formed from compositions comprising: at least one monomer suitable for photopolymerisation; a photoinitiator, and a filler composition comprising at least one inorganic compound. The biocomposites may be formed in a process comprising 3D printing. Also disclosed herein are potential applications of the compositions and biocomposites, including in the optional treatment of bone defects or the repair of a portion of bone in a subject.

Abstract: The present disclosure discloses a herbal composition comprising herbal composition comprising a Vitex negundo aqueous leaf extract powder; a supercritical CO2 Zingiber officinale rhizome oleoresin; and pharmaceutical acceptable carrier wherein the ratio of Vitex negundo aqueous leaf extract powder to supercritical CO2 Zingiber officinale rhizome oleoresin to pharmaceutical acceptable carrier is in the range of 80:20:0 to 89:9:2. The present disclosure also discloses a process of preparation of a herbal composition. The present herbal composition is clinically proven effective for reducing acute or chronic musculoskeletal pain, alleviating physical-activity induced joint pain such as mechanical loads on joints, reducing exercise-induced knee joint pain and chronic non-specific low back pain and related dysfunction.

Abstract: A method, apparatus, system, and computer program code for performing a human resource operation using a context-independent conversational flow. The computer system receives an intended human resource operation from an application executing on a user device, identifies the context-independent conversational flow for performing an intended human resource operation, and calls a structured data object according to the context-independent conversational flow. The computer system interprets the structured data object to produce a business rule output, and generates a context-independent response from the business rule output. The computer system transforms the context-independent response according to a user context to produce a context-specific response, and forwards the context-specific response to a user device for display within a conversational user interface of an application.

Abstract: Monolithic two-dimensional (2D) arrays of double-sided DRAM cells including a frontside bit cell over a backside bit cell. Each double-sided cell includes a stacked transistor structure having at least a first transistor over a second transistor. Each double-sided cell further includes a first capacitor on a frontside of the stacked transistor structure and electrically coupled to a source/drain of the first transistor. Each double-sided cell further includes a second capacitor on a backside of the stacked transistor structure and electrically coupled to a source/drain of the second transistor. Frontside cell addressing interconnects are electrically coupled to other terminals of at least the first transistor while one or more backside addressing interconnects are electrically coupled to at least one terminal of the second transistor or second capacitor.

Abstract: A method includes: generating a set of tasks; determining, by a machine learning model and based on multiple data types from multiple sources, that an overall risk score exceeds a first failure threshold due to a risk score of a task exceeding a second threshold; selecting a replacement task for the task, the selecting including: receiving, replacement candidates, each replacement candidate including a candidate offset potential and one or more candidate failure mechanisms; assigning, by the machine learning model and to each of the replacement candidates, a replacement score for the replacement candidate based on a failure correlation of the replacement candidate with respect to each other sets of the set of tasks; ranking the replacement candidates based on the replacement scores; and selecting, based on the ranking, the replacement task; and generating, an updated set of tasks including the replacement task.

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed to test an automated query language by interfacing with a query endpoint, generating a first test suite based on a plurality of combinations of a plurality of attributes corresponding to an API specification, transmitting the first test suite to be executed on the query endpoint, the first test suite to include instructions to cause the query endpoint to access data stored in a database accessible to a plurality of secondary endpoints, obtaining a response time corresponding to the access of the data, comparing the response time corresponding to the access of the data with a service level agreement required response time, and in response to the response time corresponding to the access of the data being longer than the service level agreement required response time, notifying a developer of the plurality of secondary endpoints.

Abstract: A load lock system including an imaging subsystem and an image processing subsystem to capture comprehensive data of a substrate within a load lock chamber. The imaging subsystem can include multiple imaging elements (e.g. cameras or image sensors), to capture image data of a substrate. The image processing subsystem can process the image data with a number of computer vision, or feature extraction techniques to identify nonconformities associated with the substrate. These nonconformities can include chips, breaks, scratch, placement errors, orientation errors, or a number of other errors associated with the substrate and substrate components. The image processing subsystem can further output a message indicating any one of these errors have occurred.

Abstract: Control logic in a memory device executes a programming operation to program the set of memory blocks of the set of memory planes to a set of a programming levels. In response to determining at least a portion of a first memory block passed a program verify operation associated with a last programming level of the set of programming levels, the control logic executes a first program sub-operation to terminate the programming operation with respect to a first subset of one or more memory planes of the set of memory planes that passed the program verify operation associated with the last programming level and identify a second subset of one or more memory planes that failed the program verify operation associated with the last programming level. The control logic executes a second program sub-operation to apply a trim set to the second subset of one or more memory planes that failed the program verify operation of the last programming level.

Abstract: Disclosed herein are methods and systems for training artificial intelligence (AI) models. A central server may train an AI model by outputting, onto an electronic device operated by a user, results of execution of the AI model; monitoring the electronic device to identify a set of interactions between the user and the electronic device while the electronic device is outputting the results; generating a first training dataset corresponding to the user's interactions with the electronic device, the first training dataset corresponding to a frequency of correction of results; generating a second training dataset corresponding to the user's input to a prompt requesting the user to input a numerical value associated with an accuracy of the results; and training the AI model using the first and second training datasets.