Abstract: Systems and methods for generating device profiles of production devices in a production environment are disclosed. The methods include receiving operational data comprising a plurality of data streams generated by the plurality of production devices, training one or more models based on the operational data that are configured to create a device profile for each of the plurality of production devices for use by a job planner and generating the device profile for each of the plurality of production devices. The device profile includes information relating to one or more operational characteristics of that production device.

Abstract: A computer-implemented is disclosed. The method includes: receiving, via a client device, a product search query; identifying a first product attribute based on query terms associated with the product search query; obtaining at least one search result matching the product search query; obtaining a set of product images associated with the at least one search result; for each of the product images, determining a respective level of confidence based on an estimation as to whether the product image is associated with the first product attribute; ranking the product images based on the levels of confidence; selecting at least a subset of the product images based on the ranking; and providing, via the client device, an indication of the at least one search result and the associated subset of product images.

Abstract: Methods and systems for automatically ordering a set of images for consistent user interface display. The methods may include receiving a set of further images related to a first record, the first record referencing an ordered set of existing images, each of the existing images being assigned one or more respective image attributes. It may include assigning, using image analysis, one or more respective image attributes to each image in the set of further images and comparing image attributes assigned to the further images with image attributes assigned to the existing images to determine, for each of the further images, a corresponding one of the existing images. The further images are then ordered based on the determined corresponding ones of the existing images and the ordering of those existing images in the ordered set of existing images, and displayed in order in a user interface.

Abstract: The present disclosure provides a search navigation system and method for an online store. The search navigation method includes obtaining attribute tags associated with available inventory associated with the online store, and detecting a buyer event associated with the online store. In response to the buyer event, a search navigation graph is generated for the online store based on a search navigation template graph. The search navigation graph comprises a hierarchical graph where each node in the search navigation graph represents a respective attribute tag, and the search navigation graph includes only nodes of the search navigation template graph representing attribute tags associated with the available inventory associated with the online store. A search navigation bar with selectable icons is displayed in a user interface. The selectable icons are a representation of a respective attribute tag represented by a respective node of the search navigation graph.

Abstract: Method for making an eyeglass lens coated by means of physical vapor deposition PVD, such method comprising a step of arranging a lens blank, provided with a first centering reference, a step of arranging a support body, provided with a first shaped and through opening oriented with respect to a second centering reference thereof, and a step of arranging a centering template. The present method then comprises an assembly step of the lens blank with the support body and of the support body with the centering template. Subsequently, the present method comprises a step of coating the lens blank by means of physical vapor deposition PVD, and finally comprises a cutting step in which the lens blank is cut along a cutting profile shaped in eyeglass lens form and oriented with respect to the first centering reference.

Abstract: A computer-implemented is disclosed. The method includes: obtaining video data and audio data for a live media stream; detecting a first product in at least one video frame of the live media stream, the first product being one of a first set of defined objects associated with the live media stream; identify one or more keywords in speech detected in the audio data, the one or more keywords being included in a second set of defined terms associated with the live media stream; determining a product variant of the first product based on the detected one or more keywords; and providing, for display via a client device associated with a viewer of the live media stream, an interactive user interface element associated with a first action in connection with the product variant.

Abstract: In one embodiment, a device includes an interface to send and receive packets of network flows, and processing circuitry to track a connection status of each of the network flows, selectively assign some network flows of the network flows having a non-terminated connection status to a flow aging process based on a statistical model of connection termination, operate the flow aging process to identify idle network flows of the some network flows, and release resources associated with the idle network flows.

Abstract: Examples of methods, systems, and computer program products relating to supervising data in a wireless network are disclosed. At least part of a system may be located between a packet data network and a base station, and/or may be at least logically separate from the base station. The system may be capable of evaluating the service provided by the base station, and may be capable of determining whether or not any action should consequently be performed. Examples of an action may include an action which may not necessarily affect en-route data packets such as outputting a report, and/or an action which may affect en-route data packets such as delaying packets, not delaying packets, and/or stopping the delaying of packets. An action which affects data packets may or may not affect data packets uniformly. An action may or may not result in an improvement in quality of user experience.

Abstract: A system for determining feed intake of a cow, the system including: at least one sensor configured to be positioned on a collar and/or ear-tag of a cow, wherein the sensor is configured to collect data associated with head movements of the cow, a processor in communication with a memory module, the memory module having stored thereon program code, the program code executable by the processor to: receive signals from the at least one sensor, preprocess the received signals by classifying different time blocks of the received signal into classes of behaviors of the cow, extract a plurality of features based, at least in part, on the classified time blocks, and calculate the feed intake of the cow based on the one or more extracted features.

Abstract: A lifting crane having a jib and a lifting device with double reeving configured to distribute and lift a load along the jib, wherein the lifting device is reversibly configurable between two reeving configurations including a single reeving configuration with two lifting strands and a double reeving configuration with four lifting strands. The lifting device includes a reeving change system for performing a reeving change between the single reeving configuration and the double reeving configuration, and vice versa. The lifting crane further includes a system for automated determination of the reeving configured to automatically determine the reeving configuration between the single reeving configuration and the double reeving configuration.

Abstract: A system for a website building system includes at least one database storing website building system component types of websites of users, semantic composite types and smart box definitions where the semantic composite types are data structures describing components consisting of other components, a smart box handler to analyze and classify sets of components of a page of a website as smart boxes using semantic decomposition, the smart box boxes based on said semantic composite types and the smart box definitions, an editor to enable interactive editing of the website comprising components and the smart boxes, to receive a classification from the smart box handler and to provide additional editing capabilities for the smart boxes based on the classification.

Abstract: A laser beam treatment system that delivers laser beam pulses to a dental treatment area according to a particular pattern is described. In various instances, the spacing of the pattern (e.g., locations at which pulses are delivered and the distances therebetween) and/or the timing of the pattern (e.g., amount of time between the delivery of pulses to a first location and a later location that abuts the first location) can have a demonstrable effect on ablation performance. The effects can include, for example: improved ablation efficiency, improved surface smoothness, improved material removal rate, and/or the absence of melt, carbonization or other negative surface features.

Abstract: Techniques for detecting malicious activity on an endpoint based on real-time system events are disclosed. In some embodiments, a system/process/computer program product for detecting malicious activity on an endpoint based on real-time system events includes monitoring an endpoint for malicious activity using an endpoint agent, in which the endpoint comprises a local device; detecting malicious activity associated with an application on the endpoint based on real-time system events using the endpoint agent based on a set of rules; and in response to detecting malicious activity on the endpoint based on real-time system events using the endpoint agent, performing a security response based on a security policy.

Abstract: A classification apparatus includes a memory and a processor. The memory is configured to store rules corresponding to a corpus of rules in respective rule entries, each rule includes a respective set of unmasked bits having corresponding bit values, and at least some of the rules include masked bits. The rules in the corpus conform to respective Rule Patterns (RPs), each RP defining a respective sequence of masked and unmasked bits. The processor is configured to cluster the RPs, using a clustering criterion, into extended Rule Patterns (eRPs) associated with respective hash tables including buckets for storing rule entries. The clustering criterion aims to minimize an overall number of the eRPs while meeting a collision condition that depends on a specified maximal number of rule entries per bucket.

Abstract: Provided herein are DNAzymes conjugated to an organic moiety and methods of facilitating entry of DNAzymes into bacteria, utilizing same. Also provided are methods of targeting bacterial target genes, methods of treating or inhibiting the progression of bacterial infections, and methods of increasing susceptibility of bacteria to an antibiotic, using the described DNAzymes, which are optionally capable of silencing at least one target gene of bacteria and/or rendering bacteria susceptible to antibiotic treatment.

Abstract: A computer application may aim to identify first and second “matching” objects. The matching method cannot necessarily be based on how visually similar the two objects are to each other because two matching objects might be different and/or be visually different. Moreover, the images of the objects to be matched might not necessarily have metadata to assist in the matching. In some embodiments, a machine learning model may be trained using a set of digital images, each including two or more matching objects. Triplet loss training may be used, and each triplet may include: an image of a first object extracted from a first image, an image of an object that is visually similar to an image of a second object extracted from the first image, and an image of a third object extracted from a different image.

Abstract: In one embodiment, a device includes an interface to send and receive packets of network flows, and processing circuitry to track a connection status of each of the network flows, selectively assign some network flows of the network flows having a non-terminated connection status to a flow aging process based on a statistical model of connection termination, operate the flow aging process to identify idle network flows of the some network flows, and release resources associated with the idle network flows.

Abstract: Described embodiments include a system that includes a network interface and a processor. The processor is configured to identify, via the network interface, a state of congestion in a communication channel between a base station belonging to a cellular network and a client device, to calculate, responsively to the state of congestion, a maximum sustainable encoding bit rate (MSEBR) for a video that is being downloaded by the client device, from a server, via the communication channel, the video being encoded at a plurality of different predefined bit rates, and to inhibit the client device, in response to calculating the MSEBR, from downloading a segment of the video that is encoded at any one of the predefined bit rates that exceeds the MSEBR. Other embodiments are also described.

Abstract: In order to improve a method for operating status determination of a refrigerant compressor/expander comprising a compressor unit and a drive unit such that information on the operating status of a refrigerant compressor/expander which is as reliable as possible can be obtained, it is proposed that, for at least one bearing of the refrigerant compressor/expander, a load value resulting from an operation of said refrigerant compressor/expander and a speed value are determined and in that, on the basis of the speed value and the load value and also at least one operating parameter, there is determined for the at least one bearing an operating prediction value for a future maintenance-free operation of the refrigerant compressor/expander.

Abstract: The present invention refers to a method of drilling a marine wellbore with fluid reverse circulation without using drilling riser tubulars. In reverse circulation drilling, the fluid return with gravels occurs inside the drill string (17) and the injection of clean fluid is done through the annular of the well, so that, having a rotating head over the BOP (19), or inside it, the use of riser tubulars as a flow line for the fluid return with gravels is disposed, using instead the drill string (17). For the kill and choke lines, as well as for fluid injection, rigid or flexible lines can be used, eliminating the need to use drilling risers, thus releasing large load capacity and space on the probe. The method of this invention also eliminates the need for large volumes of fluid to fill entire riser tubulars. The entire operation can be done without the need for subsea pumps or concentric columns.