Abstract: A system can identify a first group of files that are scheduled to be modified by another operation within a next defined amount of time. The system can remove the first group of files from the files of the file system with respect to a deduplication operation to produce a second group of files. The system can perform a sampling phase on the second group of files, wherein the sampling phase identifies a first group of blocks, and wherein the first group of blocks corresponds to duplicate file system blocks. The system can identify a second group of blocks that correspond to the first group of files. The system can remove any blocks from the first group of blocks that have a respective duplicate in the second group of blocks to produce a third group of blocks. The system can perform the deduplication operation on the third group of blocks.

Abstract: A data processing system includes a storage medium, and a controller including a data processing block, configured to receive data from a host, transmit the received data to the storage medium, read data from the storage medium in response to a read request from the host, and decode the read data by the data processing block according to multiple decoding modes. The data processing block includes a first decoder and a second decoder, and is configured to manage the first decoder and the second decoder to run the decoding for the read data, and activate a fast decoding having shorter latency than a normal decoding after a fast decoding condition is satisfied.

Abstract: The disclosure relates to user interfaces that reconcile non-linear data and a table format to display the non-linear data across various screen sizes without loss of information. A system may access non-linear data such as a hierarchical data structure. The system may access a plurality of data elements that represent the non-linear data for rendering in a display container, which has a display height that varies depending on the screen size of a given display device. The system may obtain the available display height and determine a number of columns to render based on the display height and the plurality of data elements. The system may fill the columns with the plurality of data elements using a columnar format that maintains contiguity of groups of data elements that span more than one column. The system may configure a patch to visually indicate the contiguity.

Abstract: A method of controlling an electronic device executing near-field communication (NFC) transactions, may include: obtaining a plurality of context parameters related to an NFC transaction to be performed; identifying an optimal radio frequency (RF) configuration from a plurality of RF configurations for executing the NFC transaction by inputting the plurality of context parameters into an artificial intelligence (AI) model; and executing the NFC transaction using the optimal RF configuration. The AI model may be configured to establish correlations of the plurality of context parameters with the plurality of RF configurations.

Abstract: An online concierge system allows users to order items from a warehouse having multiple physical locations, allowing a user to order items at any given warehouse location. To select a warehouse location for a warehouse selected by a user, the online concierge system identifies a set of items that the user has a threshold likelihood of purchasing from prior orders by the user. For each of a set of warehouse locations, the online concierge system applies a machine-learned item availability model to each item of the identified set. From the availabilities of items of the set at each warehouse location of the set, the online concierge system selects a warehouse location. The online concierge system identifies an inventory of items from the selected warehouse location to the user for inclusion in an order.

Abstract: The disclosure relates to methods and processing assemblies selectively depositing metal oxide by cyclic vapor deposition techniques. Such methods may be used for, for example, processing semiconductor substrates. More particularly, the disclosure relates to methods and assemblies for selectively depositing a metal oxide layer. Various embodiments of the current disclosure relate to selective deposition of metal oxide layers, such as dielectric layers, etch stop layers and threshold voltage shifting layers. In particular, the disclosure relates to the deposition of metal oxide layers, such as yttrium oxide (Y2O3), and doped metal oxide layers, such as yttrium-doped aluminum oxide (AlYOx) by cyclic vapor deposition processes.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may disconnect from a first radio access technology (RAT) service, independent of signaling from the first RAT service, after sensing that the UE has entered a coverage hole. The UE may use a connection to a second RAT service while in the coverage hole in association with disconnecting from the first RAT service. The UE may disconnect from the second RAT service, independent of signaling from the second RAT service, after sensing that the UE has exited the coverage hole and before expiration of a radio link failure (RLF) timer for the second RAT service. The UE may reconnect to the first RAT service before expiration of an RLF timer for the first RAT service. Numerous other aspects are described.

Abstract: A method for facilitating managing cloud storage for operations includes obtaining account information associated with a cloud account, analyzing the account information using a machine learning model, obtaining storage data corresponding to categories from the account information based on the analyzing, determining a value for a parameter associated with a utilization of the cloud storage resource based on the storage data, determining an action required to be implemented for the cloud account based on the determining, generating a cloud account controlling command for implementing the action for the cloud account based on the action, transmitting the cloud account controlling command to a cloud platform device, and storing the account information.

Abstract: Disclosed in some examples are methods, systems, and machine readable mediums which provide summaries of topics determined within a corpus of documents. These summaries may be used by customer service associates, analysts, or other users to quickly determine both topics discussed and contexts of those topics over a large corpus of text. For example, a corpus of documents may be related to customer complaints and the topics may be summarized to produce summaries such as “credit report update due to stolen identity.” These summarizations may be used to efficiently spot trends and issues.

Abstract: The disclosure relates to a fifth generation (5G) or sixth generation (6G) communication system for supporting a higher data transmission rate. A method performed by a user equipment (UE) in a wireless communication system is provided. The method comprises receiving, from a base station, a radio resource control (RRC) release message including multicast broadcast services (MBS) configuration information and multicast control channel (MCCH) configuration information, wherein the MBS configuration information includes at least one of a list of neighboring cells, a group-radio network temporary identifier (G-RNTI), or an MBS session identity (ID), and the MCCH configuration information is associated with reception of a MBS multicast in an RRC inactive state and in case that a multicast session that the UE joined is not provided for the RRC inactive state in a current cell, performing an RRC connection resume.

Abstract: Apparatus and methods for improving film uniformity in a physical vapor deposition (PVD) process are provided herein. In some embodiments, a magnetron translation assembly comprises a first linear actuator assembly with a first rail which is aligned in a first direction and a first actuator that is configured to position a first mount along the first rail; a magnet assembly is mounted on the first mount, the magnet assembly constructed and arranged to be rotated about an axis perpendicular to the first rail; and a second linear actuator assembly comprising a second mount that is configured to be positioned along a second rail, which is aligned in a second direction and the first linear actuator assembly is coupled to a mounting surface of the second mount.

Abstract: An example method includes detecting, using sensors, packets throughout a datacenter. The sensors can then send packet logs to various collectors which can then identify and summarize data flows in the datacenter. The collectors can then send flow logs to an analytics module which can identify the status of the datacenter and detect an attack.

Abstract: Disclosed is a method comprising obtaining measurement information comprising radio environment measurements associated with a user device; determining, based at least on the measurement information and a maximum permissible exposure limit, one or more beamforming resource sets for the user device such that the maximum permissible exposure limit is not exceeded with at least one beamforming resource set of the one or more beamforming resource sets; and transmitting a message indicative of the at least one beamforming resource set to be used for selecting at least one transmit beam direction at the user device in case the maximum permissible exposure limit is exceeded.

Abstract: The disclosure relates to a fifth generation (5G) or sixth generation (6G) communication system for supporting a higher data transmission rate. A method performed by a user equipment (UE) in a wireless communication system is provided. The method includes identifying a reason for an access attempt, and determining, based on the reasons for the access attempt, whether to provide at least one single network slice selection assistance information (S-NSSAI) related to the access attempt from a non-access stratum (NAS) layer to a lower layer.

Abstract: The technology disclosed herein relates to identifying an aspect from a search query based on using a multipartite graph generated using past user behavior and a node embedding algorithm for determining vector representations of nodes of the multipartite graph. For example, nodes of the multipartite graph can include nodes for prior search queries, items or item listings associated with the prior search queries, and one or more of an aspect or category of the items or item listings. In embodiments, the multipartite graph has dynamic edges between the nodes for the prior search queries and the items or item listings. In embodiments, a query expansion is performed based on identifying the aspect using the multipartite graph and node embedding algorithm. In embodiments, search results are provided based on identifying the aspect and performing the query expansion. For example, one or more identified aspects can be provided as selectable options.

Abstract: A pressure regulator system is disclosed. The system includes: a valve module; a controller; and a plurality of sensors. The controller is operably coupled to the valve module to adjust outflow of gas from an outlet of the valve module to a plurality of masks in an interior of an aircraft. The plurality of sensors comprises at least one of a pressure sensor and a temperature sensor and the controller is configured to receive feedback of sensed data at the outlet of the valve module about at least outlet pressure and ambient temperature from at least the pressure sensor and the temperature sensor and adjust the outflow of gas from the outlet of the valve module by determining an open-valve time based on the feedback of sensed data received from each sensor.

Abstract: Controlling power factor correction (PFC) in a flyback converter is described. In one embodiment, an apparatus includes a flyback converter configured to operate with a fixed switching frequency. The flyback converter includes a signal transformer, a primary side including a primary-side controller coupled to the signal transformer, and a secondary side including a secondary-side controller coupled to the signal transformer. The secondary-side controller is configured at least to cause a control signal to be generated based on a ramp voltage generated by a ramp voltage generator of the secondary-side controller. The control signal provides power factor correction (PFC) using the flyback converter.

Abstract: Controlling power factor correction (PFC) in a flyback converter is described. In one embodiment, an apparatus includes a flyback converter configured to operate with a variable switching frequency. The flyback converter includes a signal transformer, a primary side including a primary-side controller coupled to the signal transformer, and a secondary side including a secondary-side controller coupled to the signal transformer. The secondary-side controller is configured at least to cause a control signal to be generated based on a set of parameters. The control signal controls power factor correction (PFC) for the flyback converter.

Abstract: In an embodiment, an apparatus includes one or more processors configured to receive at least one command line interface command, generate a push notification associated with the at least one command line interface command, send the push notification to at least one managed device, responsive to the at least one managed device receiving the push notification, receive a pull request from the at least one managed device, responsive to receiving the pull request, send the at least one command line interface command to a device-specific adaptor of the at least one managed device such that the device-specific adaptor converts the at least one command line interface command to a device-specific command associated with the at least one managed device, and receive an execution status from the at least one managed device in response to the device-specific command being executed by the at least one managed device.

Abstract: Various embodiments are directed to a method for operating a blower so as to generate an at least substantially consistent output flowrate comprising programmatically determining an optimized motor speed based at least in part on blower motor data and a blower characterization curve, wherein the blower characterization curve defines a correlation between motor speed and motor voltage of a blower motor configured to generate a desired respirator output flowrate; and programmatically adjusting a motor voltage based at least in part on a comparison of measured motor speed data to the optimized motor speed, wherein the blower characterization curve is defined by one or more blower characterization equations derived based at least in part on a plurality of motor output calibration points. Various embodiments are directed to a respirator apparatus configured to generate an at least substantially consistent respirator output airflow.