Abstract: An Artificial Intelligence (AI)-based data remediation system accesses analyzes a dataset for identification and remediation of anomalies including missing values and outliers. Based on the attributes associated with the anomalies, the dataset is initially processed via statistical checks for identifying if the dataset includes one of point anomalies, contextual anomalies and time trend anomalies. Based on the type of anomalies various machine learning (ML) based techniques can be employed for identification of the anomalous data points. Expected values are generated. The anomalous data points are replaced with the expected values for the generation of a transformed dataset.

Abstract: A device including microelectromechanical systems (MEMS) sensors are used in dead reckoning in conditions where Global Positioning System (GPS) signals or Global Navigation Satellite System (GNSS) signals are lost. The device is capable of tracking the location of the device after the GPS/GNSS signals are lost by using MEMS sensors such as accelerometers and gyroscopes. By calculating a misalignment angle between a forward axis of a sensor frame of the device and a forward axis of a vehicle frame using the data received from the MEMS sensors, the device can accurately calculate the location of a user or the vehicle of the device even without the GPS/GNSS signals. Accordingly, a device capable of tracking the location of the user riding in the vehicle in GPS/GNSS signals absent environment can be provided.

Abstract: A water drain assembly for draining water from a filter assembly comprises a conduit, a water canister, and a venturi. The conduit fluidly connects a bottom portion of the filter assembly to a bottom portion of the water canister. The venturi comprises a first venturi inlet that allows fluid to flow from the fuel tank and into the venturi, a second venturi inlet that allows fluid to flow from the water canister and into the venturi, and a venturi outlet that allows fluid to flow from the venturi and into the filter assembly. The second venturi may comprise a capillary.

Abstract: A method, corresponding system, and computer program product for retrieving relevant documents is disclosed. The method includes running, by a processor, an enhanced query comprising a set of parameters based on which a relevancy of a document is determined. The set of parameters includes one or more of keywords, classification codes, time period, assignees, inventors, authors, and section properties. Thereafter, the processor assigns a score to one or more documents returned in response to running the enhanced query, wherein the score is determined by a scoring algorithm. The scoring algorithm evaluates a degree to which the enhanced query parameters are matched in the at least one document for computing the score. Finally, the processor selects relevant documents from the one or more documents based on the assigned score. The relevant documents are selected based on the assigned score fulfilling one or more predetermined criteria.

Abstract: Methods and systems for transmitting data are disclosed. In one embodiment a portable electronic device comprises a processor-implemented user interface module to cause the presentation of a first information field to a user as part of a graphical user interface in the portable electronic device, and to receive information entered or data identification in the first information field. A data transmitting module commences transmitting the information entered or the data identified over a network in response to the user interface module detecting that the user has navigated away from the first information field.

Abstract: Examples described herein include virtualized file servers which may include load balancing. For example, a recommendation engine may estimate a load associated with each of a plurality of file server virtual machines in a cluster. Based on the load, the recommendation engine may recommend changing ownership of one or more volume groups, scaling up the virtualized file server, scaling down the virtualized file server, scaling in the virtualized file server, scaling out the virtualized file server, or combinations thereof.

Abstract: The present invention is generally directed to methods, systems, and computer program products for routing order lookups from retail systems. Order data can be synchronized from the order database cache to the order database. The order database can modify an order state of one or more customer orders from the order database. An order lookup can be received from an in-store retail system channel of one or more in-store retail system channels and can indicate a database command type. A database command type can impact a state of the order database when the order data is modified. A data source can service the order lookup based on at least a timestamp of the order data associated with a customer order. A data indicator of the order data in the order lookup can be modified when the database command type impacts the state of the order database.

Abstract: A method is provided for a computer to allocate a resource from a clustered file system (CFS) volume stored on one or more physical storage devices to a file. The CFS volume includes resources organized into resource clusters and the resource clusters make up regions. The method includes, for each region of resource clusters, determining a first count of resources allocated to the host computer and a second count of resources allocated to all other host computers, and calculating a region weight based on the first count and the second count. The method further includes sorting a list of the regions based on their region weights, selecting a region at or near the start of the list, and allocating the resource from a resource cluster in the selected region to the file.

Abstract: A confection is formed of a mixture including at least one first simple carbohydrate, at least one non-hygroscopic second simple carbohydrate, and at least one hydrocolloid. In some embodiments, the non-hygroscopic second simple carbohydrate includes disaccharides, trisaccharides, or combinations thereof. In some embodiments, the hydrocolloid includes a starch hydrolysate having a dextrose equivalent less than 36, and the confection is substantially free of starch hydrolysates having a dextrose equivalent of 36 or greater. In some embodiments, the confection is a hard candy. A method of making a confection includes mixing at least one first simple carbohydrate, at least one non-hygroscopic second simple carbohydrate, and at least one hydrocolloid to form a mixture. The method also includes heating the mixture, cooking the mixture to a predetermined moisture content, and cooling and working the mixture to form the confection comprising the mixture.

Abstract: The present disclosure is directed towards systems and methods for managing application delivery in a network. A device intermediary to a client and one or more servers that provide a plurality of applications, receives a request from the client to access a first application of the plurality of applications. The device holds the request and retrieves, while holding the request, configuration information for an instance of the first application from a configuration repository. The device configures a virtual internet protocol (“VIP”) server using the configuration information for the instance of the first application. The device processes the request via the VIP server.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for reclaiming one or more portions of storage resources in a computer system serving one or more virtual computing instances, where the storage resources in the computer system are organized in clusters of storage blocks. In one aspect, a method includes maintaining a respective block tracking value for each storage block that indicates whether a call to reclaim the storage block is outstanding; determining, from the block tracking values, a respective cluster priority value for each of the clusters based on a count of storage blocks in the respective cluster for which a call to reclaim is outstanding; and reclaiming a first portion of storage resources in the computer system in accordance with the cluster priority values.

Abstract: A control system and method of controlling access to storage bins in a vehicle. The system includes a lock configured to be selectively movable between a locked position to prevent access to an interior of the storage bins and an unlocked position to allow access to the interior of the storage bins. A switch is positioned in a cabin of the vehicle. A control circuit is configured to determine an operational status of the vehicle and selectively position the locks. The control circuit can also receive an override signal from the switch and unlock the locks in certain situations.

Abstract: A method and system for prioritizing critical data object storage during backup operations. Specifically, the method and system disclosed herein entail reordering data objects, awaiting being written to storage and thus queued in one or more data object queues, in accordance with a nearest-critical based sequential order. The nearest-critical based sequential order may be derived through modified weight-based Euclidean distances calculated between adjacent data object pairs queued in any given data object queue. Further, the calculated modified weight-based Euclidean distances incorporate data criticality factors associated with the adjacent data object pairs. By reordering data objects in a nearest-critical based sequential order, critical data objects may be written into storage first, thereby avoiding possible critical data loss should a disaster occur during backup operations.

Abstract: A method for managing backups includes obtaining a plurality of parameters for a data item, filtering the plurality of parameters to obtain a plurality of filtered parameters, evaluating each filtered parameter of the plurality of filtered parameters to obtain a plurality of evaluated parameters, updating a promotion parameter register based on the plurality of evaluated parameters, and processing a backup request using the promotion parameter register, wherein the backup request specifies the data item.

Abstract: A method and system for prioritizing critical data object recovery during restore operations. Specifically, the method and system disclosed herein entail reordering data objects, awaiting being read from backup storage and thus queued in one or more data object queues, in accordance with a nearest-critical based sequential order. The nearest-critical based sequential order may be derived through modified weight-based Euclidean distances calculated between adjacent data object pairs queued in any given data object queue. Further, the calculated modified weight-based Euclidean distances incorporate data criticality factors associated with the adjacent data object pairs. By reordering data objects in a nearest-critical based sequential order, critical data objects may be recovered first, thereby avoiding possible critical data loss should a disaster occur during restore operations.

Abstract: A reclining cushion assembly for a seat includes a fixed portion and a movable portion mounted to the fixed portion. The movable portion is movable between an upright position and a reclined position. At least one reclining and locking mechanism is mounted to the fixed portion. The at least one reclining and locking mechanism is movable between a first position and a second position. The at least one reclining and locking mechanism is operable to engage the movable portion to transform the movable portion from the upright position to the reclined position.

Abstract: The present invention relates to a demulsification composition for demulsification of water-in-oil emulsion formed due to mixing of wash water in the crude oil, wherein the composition comprises (a) a compound selected from the group comprising glyoxal, neutralized glyoxal, glyoxal derivative and a mixture thereof, and (b) one or more demulsifiers. In one embodiment, the present invention relates to a method of demulsification of water-in-oil emulsions by treating it with the present demulsification composition. In another embodiment, the present invention relates to a method of using the present additive composition for demulsification of water-in-oil emulsions.

Abstract: A system and method to detect changes in transaction parameters for the identification of a store of the merchant in a payment processing network. The system is configured to monitor input data, such as acquirer's merchant master file (AMMF), transaction records, to detect transaction parameters of a processing entity that partially match with the transaction parameters associated with an external, persistent identifier of the merchant and/or the store of the merchant, determine a change or difference introduced in the detect transaction parameters, and update the set of transaction parameters associated with the persistent identifier of the store of the merchant that can be used to identify the set of transaction parameters of the store in a communication external to the communication system of the payment processing network.

Abstract: Auditing of mortgage documents is faster and simpler. An electronic mortgage application often contains or references a collection of many separate electronic mortgage documents. Electronic data representing an original version of an electronic mortgage document and its current version may be hashed to generate digital signatures. Any auditor may then quickly compare the digital signatures. If the digital signatures match, then the audit reveals that the electronic mortgage document has not changed since its creation. However, if the digital signatures do not match, then the electronic mortgage document has changed since its creation. The auditor may thus flag the electronic mortgage document for additional auditing processes.

Abstract: A system for debugging circuits includes an integrated circuit configured to implement a circuit under test and a logic analyzer controller coupled to the circuit under test. The system includes a host computing system configured to communicate with the logic analyzer controller and provide a debug command to the logic analyzer controller. The logic analyzer controller, in response to the debug command, controls operation of the circuit under test.