Abstract: The present disclosure provides a method for intelligent user localization in a metaverse, including: detecting movements of a wearable head gear configured to present virtual content to a user, and generating sensor data and visual data using an inertial sensor and a camera, respectively, mapping the visual data to a virtual world using an image associated with the visual data to localize the user in the virtual world; providing the visual data and the sensor data to a first Machine Learning (ML) model and a second ML model, respectively; extracting a plurality of key points from the visual data and distinguishing stable key points and dynamic key points; and removing visual impacts corresponding to the visual data having a relatively low weightage, and providing a relatively high weightage to the sensor data processed through the second ML model.

Abstract: A method may include: receiving input data comprising company business descriptions, industry tags, and industry tag descriptions; creating a similarity matrix for the industry tags using a minimum labeling strategy, wherein the similarity matrix comprises a plurality of similarity scores for pairs of industry tags; sampling the industry tags using a stratified sampling method; generating a semantic textual similarity style dataset comprising triplets of the industry tag descriptions, the company business descriptions, and the similarity scores; fine-tuning a baseline language model for a semantic similarity model; training the semantic similarity model by subjecting embeddings generated for pairs of the company business description and industry tag descriptions to a cosine similarity function; creating a checkpoint model for the semantic similarity model, and inferring an industry tag for each company using the checkpoint model that generates a cosine similarity for pairs for industry tag descriptions.

Abstract: A system and method for managing shared memory packet buffers is disclosed. In some embodiments, the system is configured to receive and classify a packet as one of: network-network, network-host, host-network, or host-host; select a minimum guarantee space for the packet according to the classification thereof; if the selected minimum guarantee space is available, store the packet therein; otherwise, if a dedicated shared space is available, store the packet therein; otherwise, if a global shared space is available, store the packet therein; and otherwise, drop the packet.

Abstract: A controller of a data storage system reconfigures a target storage node within the data storage system including by assigning the target storage node a new target node name in place of a former target node name. The controller provides a reconfiguration notification, the former target node name, and the new target node name to a host platform having an ongoing first communication session with the target storage node. Following the reconfiguration notification, the controller responds to a login request of the host platform and establishes a new second communication session between the host platform and the target storage node. The host platform can logout of the now-stale first communication session after the second communication session is established.

Abstract: A controller of a data storage system reconfigures a target storage node within the data storage system including by assigning the target storage node a new target node name in place of a former target node name. The controller provides a reconfiguration notification, the former target node name, and the new target node name to a host platform having an ongoing first communication session with the target storage node. Following the reconfiguration notification, the controller responds to a login request of the host platform and establishes a new second communication session between the host platform and the target storage node. The host platform can logout of the now-stale first communication session after the second communication session is established.

Abstract: Submicron powders of metal silicon nitrides and metal silicon oxynitrides are synthesized using nanoscale particles of one or more precursor materials using a solid state reaction. For example, nanoscale powders of silicon nitride are useful precursor powders for the synthesis of metal silicon nitride and metal silicon oxynitride submicron powders. Due to the use of the nanoscale precursor materials for the synthesis of the submicron phosphor powders, the product phosphors can have very high internal quantum efficiencies. The phosphor powders can comprise a suitable dopant activator, such as a rare earth metal element dopant.

Abstract: Flame spray pyrolysis can be performed using aqueous solvents for the delivery of metal and/or metalloid oxide precursors while obtaining desirably high flame temperatures for the synthesis of uniform submicron inorganic oxide particles. A multiple liquid channel nozzle can be used to deliver liquid for the formation of the aerosol that is combusted in the flame. One or both channels can deliver liquid with metal/metalloid precursors and/or organic fuels. Flame spray pyrolysis can be used to form metal tungsten oxide submicron particles. Metal tungsten oxide compositions can be used in the formation of transparent electrodes. If the transparent electrodes are formed from polymer inorganic particle composites, the composites can further comprise electrically conductive nanoparticles to improve the electrical conductivity.