Abstract: A method for managing memory for applications in a computing system includes receiving a selection of a preferred application. During user-controlled operation over the application, the transitions of selected application between foreground and background are monitored. A retention of the application in memory is triggered upon a transition of the application to background during the user operation. Retention of the application includes compressing memory portions of the application. Accordingly, the application is retained within the memory based on said compressed memory portions. A requirement to restore the retained application is sensed based on either a user selection or an automatically generated prediction and the application is restored from the retained state back to the foreground.

Abstract: In one aspect, an example methodology implementing the disclosed techniques includes, by a computing device, receiving information regarding a new sales opportunity from another computing device and determining one or more relevant features from the information regarding the new sales opportunity, the one or more relevant features influencing predictions of an opportunity outcome and an opportunity duration. The method also includes, by the computing device, generating, using a multi-target machine learning (ML) model, a first prediction of an opportunity outcome of the new sales opportunity and a second prediction of an opportunity duration of the new sales opportunity based on the determined one or more relevant features. The method may also include, by the computing device, sending the first and second predictions to the another computing device.

Abstract: A method for use in planning of tasks to be performed by one or more vehicles within an evolving site includes obtaining a request relating to at least one task to be performed by the one or more vehicles, wherein the at least one task involves at least travelling from a starting location to a target location, obtaining geographic location data comprising at least the starting location and the target location, obtaining site data from at least a dynamic BIM of the site, planning of the at least one task by using at least the request, the geographic location data, and the site data as input data to a prediction model, wherein the planning of the at least one task comprises at least planning of a travel path within the site, providing information relating to the planned at least one task to be presented via at least one user interface, and generating site update data for updating the dynamic BIM based on user input.

Abstract: The present invention relates to a computer implemented method for determining a weld integrity test result performed by a system configured to aseptically transferring cells to a container (BR), the method comprising welding (710) a vial to a connector to obtain a fluid-tight seal between the vial (V) and a connector (C), the connector being provided with a pair of conduits each having one end protruding through the connector and into the vial, sealing (720) an opposite end of one of the conduits, generating (730) a fluid pressure different to an ambient fluid pressure at an opposite end of the other conduit, measuring (740) a fluid pressure within at least one of the conduits, determining (750) a fluid pressure change based on the ambient pressure and the measured fluid pressure, determining (760) the weld integrity test result as pass or as fail based on the fluid pressure change.

Abstract: Systems and methods are provided for provided for automatic evaluation of sperm morphology. An image of a semen sample is obtained, and at least a portion of the image is provided to a convolutional neural network classifier. The convolutional neural network classifier evaluates the portion of the image to assign to the portion of the image a set of likelihoods that the portion of the image belongs to a plurality of output classes representing the morphology of sperm within the portion of the image. A metric is assigned to the semen sample based on the likelihoods assigned by the convolutional neural network.

Abstract: The present invention discloses a method for preventing retraction of aqueous drops on a hydrophobic surface. The present invention also discloses a medical device coated with a hydrophilic coating comprising a substrate and a coating composition.

Abstract: A sensor for a flexible sensor assembly includes a drive coil, a first set of sensing coils, a second set of sensing coils, and a configuration for sensing for discontinuities in a structure desired to be sensed. A method of operating the sensor can include positioning the sensor proximate to the structure, energizing the drive coil, and sensing eddy currents with the sensing coils.

Abstract: Recommending commute options to a user based on a relevance of physical advertisements on the commute options to user's requirements includes capturing, by a computer, physical advertisements on possible commute options within a region, determining an item requirement of a user and correlating the captured physical advertisements on each possible commute option with the determined item requirement of the user, and determining a user's availability to look at the physical advertisements on each possible commute option between a starting point of a trip and a final point of the trip. A relevance score is then assigned to each of the captured physical advertisements on each possible commute option and the determined item requirement of the user, and based on the relevance score and the determined user's availability to look at the physical advertisements for each possible commute option, all possible commute options are sorted and communicated to a user device.

Abstract: The present disclosure proposes a semiconductor device including a silicon substrate; a channel positioned on the top surface of the substrate; a drift region positioned on the top of the channel; a trench; a first polysilicon layer positioned within the channel and the drift region on the bottom of the trench; a second polysilicon layer positioned on the top of the first polysilicon layer, and positioned within the drift region inside of the trench; a third polysilicon layer positioned on the top of the second polysilicon layer, and positioned within the drift region inside of the trench. The first polysilicon layer and the second polysilicon layer and the third polysilicon layer are isolated by a gate oxide and a RESURF oxide respectively, from the channel and from the drift and from each other forming at least partially three separated structures.

Abstract: Systems and methods are provided for provided for automatic evaluation of a human embryo. An image of the embryo is obtained and provided to a neural network to generate a plurality of values representing the morphology of the embryo. The plurality of values representing the morphology of the embryo are evaluated at an expert system to provide an output class representing one of a current quality of the embryo, a future quality of the embryo, a likelihood that implantation of the embryo will be successful, and a likelihood that implantation of the embryo will result in a live birth.

Abstract: An integrated circuit includes an input pad and a Schmitt trigger coupled to the input pad. The Schmitt trigger includes a first inverter and a second inverter. The Schmitt trigger includes a pull-up transistor coupled to an input of the second inverter and configure to supply a high reference voltage to the input of the second inverter.

Abstract: Examples described herein include virtualized environments including a virtualized file server. Examples of file server virtual machine managers are described which may setup and/or configure file server virtual machines in accordance with a target number of connections and/or a target throughput for the virtualized file server. The virtualized file server may be scaled up, scaled down, scaled in, and/or scaled out.

Abstract: In one embodiment, an electrochromic device includes a single active layer configured to be alternately placed in a light-transmitting state in which relatively large amounts of light can be transmitted through the active layer and a light-blocking state in which relatively small amounts of light can be transmitted through the active layer, where the device comprises no other layers of material that contribute to transitioning between the two states

Abstract: A system and method for loading a user interface (UI) component of a UI screen on an as needed basis is conducted by examining a list of UI components included in the UI screen to identify a UI component having an associated replacement component, the replacement component imitating an appearance of the UI component but offering fewer functionalities than the UI component. The replacement component is then loaded in place of the UI component, before user interactions with the UI screen are examined to determine when the UI component is likely to be used. Responsive to determining that UI component is likely to be used in the near future, the replacement component is replaced with the UI component in the UI screen.

Abstract: Methods are presented herein for a reduced state machine that describes nodes and relationship dynamics representing real network elements (networking devices and software processes) in a computer/data network, and abstracted logical items. Logical states of networking features of the network elements are reflected in the graph, while configuration data is stored for completeness. A method called a “Versioner Algorithm” is provided to record the temporal history of a node and its state over time within the node's metadata itself, while recorded relationships represent logical relations between observed nodes. A method is also provided to time-travel back to observe a historical view of the network. Further still, a method is provided to a difference of two historical topologies and return that data in human-readable or machine consumable form.

Abstract: The present invention relates to a process for refinery wastewater treatment. More particularly, the present invention relates to an automated process for treatment of refinery wastewater. The process of the present invention provides complete automation for controlling different critical parameters that enhance biological activity of activated sludge process (ASP) and helps in significant reduction in sludge recycling that increases the treatment efficiency.

Abstract: Techniques described herein include frameworks and models for identifying, analyzing, and addressing hangs within distributed and heterogenous computing environments. A hang detection framework may model a distributed computing environment as a complex forest of interrelated requests. The hang detection framework may generate hang graphs based upon requests that are being processed and/or waited upon within the distributed environment. For example, a node within an acyclic graph may represent an execution entity that is currently processing one or more requests. Directed edges that connect one node to another may represent requests upon which an execution entity is waiting for another execution node to fulfill. The model may be used to isolate and address the root cause of hangs within the computing environment.

Abstract: A method of producing power semiconductor devices from a silicon-on-insulator (SOI) wafer is described. The SOI wafer includes a silicon device layer, a bulk silicon wafer, and a buried oxide layer separating the silicon device layer from the bulk silicon wafer. The method includes: forming a hard mask on the silicon device layer, wherein the hard mask covers one or more first regions of the silicon device layer and exposes one or more second regions of the silicon device layer; and before forming any field oxide structures and before implanting any device regions, selectively growing epitaxial silicon on the one or more second regions of the silicon device layer exposed by the hard mask such that the thickness of the one or more second regions is increased relative to the one or more first regions. Various devices produced according to the method are also described.

Abstract: A method and user equipment (UE) for configuring a secondary cell in a dual connectivity (DC) mode by a UE. The method includes connecting to a primary cell and the secondary cell based on configurations received from a network, identifying at least one parameter related to performance of the UE for the secondary cell, comparing the at least one parameter with a threshold and releasing connection with the secondary cell based on a result of the comparison.

Abstract: In one example an apparatus comprises a computer readable memory, an XMSS operations logic to manage XMSS functions, a chain function controller to manage chain function algorithms, a secure hash algorithm-2 (SHA2) accelerator, a secure hash algorithm-3 (SHA3) accelerator, and a register bank shared between the SHA2 accelerator and the SHA3 accelerator. Other examples may be described.