Abstract: A method for decolorizing a dyed textile comprising a synthetic fiber and a disperse dye, the method includes contacting the dyed textile with a super critical fluid thereby extracting at least a portion of the disperse dye from the textile into the super critical fluid and forming an at least partially decolorized textile.

Abstract: In an example embodiment, a specialized machine learned model, called a look-alike model, is trained using a machine learning algorithm to predict future job engagement for a user. This look-alike model is then used to create new segments on top of the segments provided by a rules-based approach. Specifically, the look-alike model is designed to take users who have been segmented by a rule-based approach into an “inactive job seeker” categorization (such as those assigned to the resting users and dormant users segments) and calculate a predicted job engagement score for these users. Based on the predicted job engagement score, a user may then be reassigned from one of the inactive job seeker categorizations to one of one or more new job seeker categorizations (such as predicted open job seekers or predicted opportunistic job seekers).

Abstract: A processing device determines a subset of a plurality of blocks from a volatile memory device of a memory sub-system, retrieves the subset of the plurality of blocks from the volatile memory device, and writes the subset of the plurality of blocks to a non-volatile cross point array memory device of the memory sub-system using a first type of write operation. The processing device further receives an indication of a power loss in the memory sub-system, and responsive to receiving the indication of the power loss, writes a remainder of the plurality of blocks to the non-volatile cross point array memory device using a second type of write operation.

Abstract: A method includes forming a source/drain region for a transistor, forming a first inter-layer dielectric over the source/drain region, and forming a lower source/drain contact plug over and electrically coupling to the source/drain region. The lower source/drain contact plug extends into the first inter-layer dielectric. The method further includes depositing an etch stop layer over the first inter-layer dielectric and the lower source/drain contact plug, depositing a second inter-layer dielectric over the etch stop layer, and performing an etching process to etch the second inter-layer dielectric, the etch stop layer, and an upper portion of the first inter-layer dielectric to form an opening, with a top surface and a sidewall of the lower source/drain contact plug being exposed to the opening, and forming an upper source/drain contact plug in the opening.

Abstract: In some embodiments, a computer system selects a first subset of candidate content items based on their filter scores that are generated based on a partial generalized linear mixed model comprising a baseline model and a user-based model, with the baseline model being a generalized linear model, and the user-based model being a random effects model based on user actions by the target user directed towards reference content items related to the candidate content items. In some embodiments, the computer system then selects a second subset from the first subset based on recommendation scores that are generated based on a full generalized linear mixed model comprising the baseline model, the user-based model, and an item-based model, with the item-based model being a random effects model based on user actions directed towards the candidate online content item by reference users related to the target user.

Abstract: Techniques for managing a file system involve: receiving an event published by the file system, the event being associated with an operation on an object in the file system; determining a value of a counter corresponding to the event based on execution information of the operation; determining a target action corresponding to the value of the counter based on a trigger strategy associated with the counter, the trigger strategy defining at least one action that can be triggered by the counter; and generating an indication for causing the file system to execute the target action. Accordingly, file system management in finer granularity can be provided.

Abstract: Methods, systems, and devices for performing an access operation on a memory cell, incrementing a value of a first counter based on performing the access operation on the memory cell, determining that the incremented value of the first counter satisfies a threshold, incrementing a value of a second counter based on determining that the incremented value of the first counter satisfies the threshold, and performing a maintenance operation on the memory cell based on determining that the incremented value of the first counter satisfies the threshold are described.

Abstract: A processing device in a memory sub-system maintains a mapping data structure to track data movements from a plurality of data management units associated with a media management operation on a memory device. The processing device further uses a first indicator and a second indicator of a plurality of indicators to indicate which data of data management units of a source group of data management units have been copied to a destination group of data management units during the media management operation. Data located in data management units preceding the first indicator have been copied to data management units of the destination group of data management units. Data located in data management units associated with the first indicator and the second indicator or between the first indicator and the second indicator are either copied to data management units of the destination group of data management units or remain located in data management units of the source group of data management units.

Abstract: Data is copied, to a first group of data blocks in a first plurality of groups of unmapped data blocks, from a second group of data blocks in a second plurality of groups of mapped data blocks. Upon copying data to the first group of data blocks from the second group of data blocks, the first group of data blocks is included in the second plurality of groups of mapped data blocks. Upon including the first group of data blocks in the second plurality of groups of mapped data blocks, a wear leveling operation is performed on the first group of data blocks, wherein performing the wear leveling operation comprises determining a base address of the first group of data blocks, the base address indicating a location at which the first group of data blocks begins. A request to access subsequent data at a logical address associated with a data block included in the first group of data blocks is received.

Abstract: A system includes a memory device and a processing device, coupled to the memory device. The processing device is to sample a first subset of data units from a set of data units of the memory device using a biased sampling process that increases a probability of sampling particular data units from the set of data units based on one or more characteristics associated with the particular data units. The processing device is to identify a first candidate data unit from the first subset of data units and perform a wear leveling operation in view of the first candidate data unit.

Abstract: Embodiments of the present disclosure relate to a method, device and computer program product for managing storage systems. A method comprises, in response to receiving a command to recover a storage system, reading first configuration information from a first disk of the storage system to be recovered, the first configuration information indicating a first disk array group to which the first disk belongs. The method further comprises recovering the first disk array group based at least on the first configuration information. The method further comprises, in response to the first disk array group being recovered, reading second configuration information from the first disk array group, the second configuration information indicating a storage resource pool to which the first disk array group belongs. Additionally, the method further comprises recovering the storage resource pool based at least on the second configuration information.

Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for expanding search queries. A search system executes a search query based on a search term and the geographic indicator. In response to determining that a number of the search results is less than a threshold number, the search system determines, based on historical search logs from other users in the first geographic region, a likelihood value indicating a likelihood that the other users in the first geographic region expanded the geographic region of their search queries. The search system compares the likelihood value to a threshold likelihood value, and determines, based on the comparison, that the likelihood value meets or exceeds the threshold likelihood value. The search system then executes an expanded search based on the search term and an expanded geographic indicator that encompasses the first geographic region.

Abstract: The present invention discloses donor-acceptor structured, aggregated-induced emission fluorescent compounds with deep-red (DR) or near-infrared (NIR). The present invention also shows application in bio-imaging or optoelectronic devices with the fluorescent compounds.

Abstract: Methods, systems, and devices for memory can include techniques for identifying first quantities of write counts for a first plurality of super management units (SMUs) in a mapped region of a memory sub-system, identifying, by a hardware component of the memory sub-system, a first SMU of the first plurality that includes a fewest quantity of write counts of the first quantity of write counts, and performing a wear-leveling operation based at least in part on a first quantity of write counts of the first SMU of the first plurality in the mapped region being less than a second quantity of writes counts of a second SMU of a second plurality of SMUs in an unmapped region of the memory sub-system.

Abstract: A processing device in a memory sub-system maintains a mapping data structure to track data movements from a plurality of data management units associated with a media management operation on a memory device. The processing device further uses a first indicator and a second indicator of a plurality of indicators to indicate which data of data management units of a source group of data management units have been copied to a destination group of data management units during the media management operation. Data located in data management units preceding the first indicator have been copied to data management units of the destination group of data management units. Data located in data management units associated with the first indicator and the second indicator or between the first indicator and the second indicator are either copied to data management units of the destination group of data management units or remain located in data management units of the source group of data management units.

Abstract: A method and an integrated system for dyeing synthetic, natural, and blended textiles in the form of fabrics, yarns, and garments are provided. The integrated system includes a first pressurizing pump for pressurizing liquefied CO2 to supercritical CO2 (Sc—CO2); a second pressurizing pump for pressurizing CO2 to liquefied CO2; a liquefied CO2 storage vessel for storing the liquefied CO2 and the separated liquefied CO2 from the one or more cyclone separators; a heater for heating the Sc—CO2; a dyestuff vessel for mixing a dyestuff and the Sc—CO2 to obtain Sc—CO2-mixed dyestuff; a dyeing vessel for dyeing the textile by circulating the Sc—CO2 and the Sc—CO2-mixed dyestuff between the dyeing vessel and the dyestuff vessel; and one or more cyclone separators for removing the dyestuff from the Sc—CO2-mixed dyestuff to obtain separated liquefied CO2.

Abstract: In an embodiment, a system includes a plurality of memory components and a processing device. The processing device includes a command-lifecycle logger component that is configured to perform command-lifecycle-logging operations, which include detecting a triggering event for logging command-lifecycle debugging data, and responsively logging command-lifecycle debugging data. Logging command-lifecycle debugging data includes generating the command-lifecycle debugging data and storing the generated command-lifecycle debugging data in data storage.

Abstract: Methods, systems, and devices for one or more acceleration engines for memory sub-system operations are described. An acceleration engine can perform one or more validation procedures on one or more codewords of a management unit. The acceleration engine can collect validation data for the management unit based on performing the validation procedures. The acceleration engine can aggregate the validation data into group validation data associated with a set of management units. The acceleration engine can transmit the group validation data to firmware of a memory sub-system or a host device.

Abstract: Data stored on each of a set of memory components can be read. Corresponding data stored on a number of the set of memory components that cannot be decoded using an error correction code decoding operation can be identified. A determination can be made whether the number of the set of memory components that include the corresponding data that cannot be decoded from the ECC decoding operation satisfies a threshold condition. Responsive to determining that the number of the set of memory components that include the corresponding data that cannot be decoded from the second ECC decoding operation satisfies the threshold condition, a processing device, can perform a redundancy error correction decoding operation to correct the data stored on each of the set of memory components.

Abstract: Techniques for storage management involve: receiving, at a storage server, an access request for target data from a client, wherein the access request occurs in a session between the storage server and the client; determining, based on attribute information of the client, security information of the session, wherein the security information indicates whether the session is subjected to antivirus protection; and executing, based on the security information, an access operation specified by the access request on the target data. Therefore, the performance of the storage server can be improved while the security of the storage server is ensured.