Abstract: With the availability of huge amount of data, it has becoming difficult to identify and manage duplicate data, especially when the data is in a plurality of columns. A method and system for identifying duplicate columns using statistical, semantics and machine learning techniques have been provided. The system provides a design framework to compare huge datasets at column level and identify potential duplicate columns, not based on the column title, but based on all of its values. The disclosure has ability to compare values in multiple columns and identify potential duplicate columns wherein comparison of values is not only for the exact match, but for semantic match, smart match, fuzzy match, and match after UOM conversion etc. using Statistical, semantics and machine learning techniques.

Abstract: Provided is a ventilator that includes a breathing system, a mechanical system coupled to breathing system, and a control system coupled to breathing system and mechanical system. The control system includes pressure sensors, processing circuitry, and memory configured to store a look-up table. The processing circuitry receives a set of values for plurality of parameters, identifies a compression value from a plurality of compression values in the look-up table based on the received set of values. The processing circuitry causes the mechanical system to compress a bag valve of the breathing system in accordance with the identified compression value. The compression of the bag valve causes a gaseous inhalant to flow through the breathing system within a time-interval. The processing circuitry determines an actual volume of the gaseous inhalant and iteratively modifies the compression value of the bag valve to match a desired volume of the gaseous inhalant.

Abstract: A method of application integrity verification and remediation includes scanning an appliance to identify installed program files associated with an application under analysis deployed at the appliance. The method includes computing a hash value of a first installed file of the installed program files. The method includes determining whether the first installed file exists in vendor program files of the application that are maintained separate from the installed program files. The method includes fetching a hash value of a first vendor file of the vendor program files. The first vendor file corresponds to the first installed file. Responsive to the fetched hash value differing from the computed hash value, the method includes classifying the first installed program file as a compromised file and remediating the compromised file at the network appliance.

Abstract: Examples described herein relate to a system consistent with the disclosure. For instance, the system may comprise a data lake including information relating to an in-store activity of a customer and an online activity of the customer, a processing resource, and a non-transitory machine-readable medium storing instructions executable by the processing resource to identify the in-store activity and the online activity of the customer, aggregate and store the in-store activity and the online activity of the customer in the data lake, reduce an amount of products in a product portfolio, compare purchases including in-store purchases and online purchases, and recommend a product of the plurality of products based on the comparison.

Abstract: The present invention is directed to a system (100) maintaining chilled temperature in a cold storage (102) comprising: a plurality of coolant layers 104 uniformly placed on the roof of said storage (102); each coolant layer comprising multiple coolant plates (106) stacked in rows and columns; a compressor (110) generating airflow and circulating airflow in a circular pattern from top to bottom in said (storage 102); thereby maintaining temperatures in the range ?25° C. to +25° C.

Abstract: Systems and methods for application management are disclosed. The system may include a probe system and one or more director systems, each comprising at least one memory and one or more processors configured to execute instructions. The instructions may include monitoring an availability of an application; updating a status associated with the availability of the application in a first data store; polling the first data store in intervals to retrieve the status associated with the availability of the application; upon retrieving at least a consecutive predetermined number of statuses associated with the application being unavailable, determining the application is unavailable; determining whether at least one other director system of the one or more director systems has determined the application is unavailable; and upon determining the at least one other director system of the one or more director systems has determined the application is unavailable, triggering a failover process.

Abstract: Apparatuses, methods and systems for unlocking a tracking apparatus that is affixed to an asset are disclosed herein. In one example, a method of unlocking a tracking apparatus that is affixed to an asset is provided. The tracking apparatus may comprise an electronic tag electronically coupled to a securing component comprising an actuating element. The method may comprise: receiving asset information associated with the tracking apparatus; generating and storing a secure machine-readable code in conjunction with the asset information; in response to receiving a request to unlock the tracking apparatus, determining whether a received input corresponds with the stored secure machine-readable code; and providing an indication to cause an electronic reader in electronic communication with the tracking apparatus to trigger deactivating the actuating element.

Abstract: Method, apparatuses, and computer program products for automatically configuring one or more rotation angles for one or more associated locator units. An example method comprising receiving, from the one or more locator units, one or more dimensional values pertaining to the orientation of the one or more locator units; determining, based at least in part on the one or more received dimensional values for each of the one or more locator units and a configuration table pertaining to the locator unit type, one or more rotation angles for each of the one or more locator units; storing the one or more rotation angles for the each of the one or more locator units in an associated memory; and determining a location for one or more objects in an environment based at least upon the one or more rotation angles for each of the one or more locator units.

Abstract: Various embodiments illustrated herein disclose a radio-frequency identification (RFID) reader having a first RFID tag having a first antenna element operating at a first transmit power. The first RFID tag receives, in a first time interval, a first interrogation command from a first RFID reader through the first antenna element. The first RFID tag transmits, in the first time interval, a first response signal to the first RFID reader. The RFID reader comprises a second antenna element that operates at a second transmit power and a processor communicatively coupled to the second antenna element. The processor transmits, in the first time interval, a second interrogation command to one or more second RFID tags through the second antenna element. The first RFID tag transmits, in a second time interval, a third interrogation command to a first RFID tag of a second RFID reader through the first antenna element.

Abstract: A method for controlling a vehicle active chassis power system includes determining, via a processor, a minimum output voltage/current threshold for an aggregated power supply associated with an active chassis operation, and generating an aggregate State of Function (SoF) indicative of a maximum voltage/current budget for an output of the vehicle active chassis power system. The aggregate SoF is based on a primary power source voltage/current output and a power storage voltage/current output. The method further includes causing to control an active chassis power system actuator based on a minimum voltage/current value associated with the aggregate SoF. Causing to control the active chassis power system actuator can include publishing the aggregate SoF to a braking actuator, a steering actuator, or to a domain controller that actively distributes an aggregated power supply capability SoF to a braking actuator and a steering actuator based on one or more present vehicle states.

Abstract: Various embodiments illustrated herein disclose a computing device comprising a wake-up detect circuit configured to detect a state change of a link light emitting diode (LED) associated with the computing device. The wake-up detect circuit is configured to transmit a wakeup trigger signal to a processor to transit from a sleep mode to a wake-up mode in response to the detection of the state change of the link LED. The processor is configured to establish a connection between the computing device and another computing device via a communication link in the wake-up mode, the other computing device corresponds to a device that has caused the state change of the link LED.

Abstract: Methods and apparatus are disclosed to update software on a legacy system without disruption of live applications. In a database server environment, a nameserver restart can utilize a pre-existing hook facility to detect a newly introduced script and execute an initialization function of the script, leading to activation or launch of the script. In a use case of a high availability database server, the script can cause a copy of a replication status to be stored at a remote location. Upon failure of the database server, retrieval and verification of the replication status from the remote location enables failover to a replica server to be performed safely and automatically.

Abstract: Methods and apparatus are disclosed to update software on a legacy system without disruption of live applications. In a database server environment, a nameserver restart can utilize a pre-existing hook facility to detect a newly introduced script and execute an initialization function of the script, leading to activation or launch of the script. In a use case of a high availability database server, the script can cause a copy of a replication status to be stored at a remote location. Upon failure of the database server, retrieval and verification of the replication status from the remote location enables failover to a replica server to be performed safely and automatically.

Abstract: A method for performing multi-functional image restoration by an electronic device with a trained Machine Learning (ML) model is provided. The method includes receiving an image and determining channels of the image, and determining whether a number of restructuring needed for the channels is one. When the restructuring needed for the channels not one, then the method includes restructuring each channel into a first channel set, generating first inferences of the image corresponding to each channel by feeding the first channel set to the trained ML model, and generating a final inference image by combining the first inferences. When the number of restructuring needed for the channels is one, then the method includes restructuring the channels into a second channel set, and generating a second inference of the image by feeding the second channel set to the trained ML model.

Abstract: Various embodiments illustrated herein disclose a method. The method includes receiving, by a first radio-frequency identification (RFID) tag in an RFID reader, a first interrogation command from another RFID reader. The method includes transmitting, by the first RFID tag in the RFID reader, a first response signal to the other RFID reader in response to the reception of the first interrogation command. The method further includes transmitting, by a processor in the RFID reader, a second interrogation command to one or more second RFID tags, where the transmission of the second interrogation command is concurrent to the reception of the first interrogation command or the transmission of the first response signal.

Abstract: Examples of file analytics systems are described that may obtain event data from a virtualized file server. The event data may be aggregated and/or filtered to provide metrics. The file analytics system may obtain event data from the virtualized file server. The file analytics system may process multiple streams of event data in parallel by separating messages corresponding to the event data message topic into multiple partition pipelines. To avoid processing events related to a particular file out of chronological order, the analytics tool may distribute events for the particular file to the same message topic partition pipeline.

Abstract: An image database establishing method, a searching method, an electronic device and a storage medium. The method comprises: obtaining a target file which has target text information (S210); generating a target image corresponding to content expressed by the target text information based on the target text information (S220); and storing the target image to form an image database (S230). The above method solves the problem in the prior art that it is time-consuming and laborious to establish a database by manually filtering, analyzing and summarizing massive text files, and effectively improves the efficiency of establishing an image database.

Abstract: Systems and methods are provided for integrating artificial intelligence (AI) workflows. In one example, a method includes receiving, from a medical image storage device, an instance availability notification, in response to determining that the notification indicates that one or more medical images have been saved at the medical image storage device, querying the medical image storage device to retrieve metadata associated with the one or more medical images, initiating a work-item with an AI orchestration platform for the metadata, and receiving, from the AI orchestration platform via the work-item, AI results related to the one or more medical images.

Abstract: An intravenous catheter apparatus comprising a tubular catheter having a proximal end and a distal end mounted to a catheter hub; a needle defining an axial direction has a wall defining a lumen, a bevel and having a needle shaft with a needle tip at a distal end and a needle hub mounted to the proximal end of the needle shaft; and a needle guard arranged movably on the needle shaft; wherein said needle shaft extends through said tubular catheter such that said needle tip of said needle protrudes from said distal end of said tubular catheter; wherein said needle is provided with an engagement means adapted to engage with said needle guard in order to prevent said needle guard from sliding off said needle tip; wherein said needle has at least one opening having at least one slanted cut.

Abstract: Examples of a virtualized file server that persistently stores file system event data records are described. The virtualized file server may include an audit framework with a connector publisher that is configured to publish the event data records and other information for consumption by other services using a message system. The event data records may include data related to various operations on the file system executed by the VFS. The VFS may persistently store event data records according to a data retention policy and/or until an event data record is consumed by one or more particular services.