Abstract: A simulator environment is disclosed. In embodiments, the simulator environment includes graphics generation (GG) processors in communication with one or more display devices. Deep learning neural networks running on the GG processors are configured for run-time generation of photorealistic, geotypical content for display. The DL networks are trained on, and use as input, a combination of image-based input (e.g., imagery relevant to a particular geographical area) and a selection of geo-specific data sources that illustrate specific characteristics of the geographical area. Output images generated by the DL networks include additional data channels corresponding to these geo-specific data characteristics, so the generated images include geotypical representations of land use, elevation, vegetation, and other such characteristics.

Abstract: This disclosure describes techniques for improving convergence of Protocol Independent Multicast assert state information in multicast groups. A method includes forwarding, by a router, a PIM join message originating from a destination host and stores distribution tree information based on the join message. The method further includes participating, by the router, in a Protocol Independent Multicast (“PIM”) assert election among a plurality of routers and storing, by the router, PIM assert state information based on an outcome of the PIM assert election. The method further includes acquiring, by the router, routing information base (“RIB”) convergence. The method further includes triggering by the router, or causing, by the router, another router to trigger, a PIM assert among the plurality of routers. The method further includes re-converging, by the router, with PIM assert states among the plurality of routers and storing, by the router, converged PIM assert state information.

Abstract: The disclosed technology is generally directed to virtual machines. In one example of the technology, a network change from a first virtual network to a second virtual network is reconfigured for a first virtual machine that is executing on a first virtual machine host. The reconfiguring includes the following. In the first virtual machine host, a mapping change from the first virtual network to the second virtual network is configured by reprogramming drivers in the first virtual machine host for route mapping for the second virtual network. A Dynamic Host Configuration Protocol (DHCP) retrigger is caused without rebooting the first virtual machine. A configuration file is provided to the first virtual machine. The configuration file includes user-specific networking settings. The first virtual machine is reconfigured in accordance with the user-specific networking settings.

Abstract: A device includes a logic machine and a data-holding machine having instructions executable by the logic machine to receive a spreadsheet including a plurality of cells, apply an abstraction to the spreadsheet that defines one or more features of a cell set including one or more cells of the plurality of cells to form an abstracted representation of the spreadsheet, form, for the cell set, an input vector for a machine-learning prediction function from the abstracted representation of the spreadsheet, the machine-learning prediction function configured to output a prediction of one or more properties of the cell set based on the input vector, wherein the machine-learning prediction function is previously trained based on a plurality of previously-created spreadsheets, provide the input vector to the machine-learning prediction function; and output the prediction from the machine-learning prediction function.

Abstract: An embedded multiprocessor system is provided that includes a multiprocessor system on a chip (SOC), a memory coupled to the multiprocessor SOC, the memory storing application software partitioned into an initial boot stage and at least one additional boot stage, and a secondary boot loader configured to boot load the initial boot stage on at least one processor of the multiprocessor SOC, wherein the initial boot stage begins executing and flow of data from the initial boot stage to the at least one additional boot stage is disabled, wherein the application software is configured to boot load a second boot stage of the at least one additional boot stage on at least one other processor of the multiprocessor SOC and to enable flow of data between the initial boot stage and the second boot stage.

Abstract: A system may include a display and a processor communicatively coupled to the display. The processor may be implemented as a neural network. The processor may be configured to: receive image data associated with a location; receive geo-specific data associated with the location; use the image data and the geo-specific data to generate a photo-realistic image, wherein the photo-realistic image contains photo-typical content in geographically correct locations, wherein the photo-typical content appears typical for the location based at least on the geo-specific data; and output the photo-realistic image to the display for presentation to a user.

Abstract: An integrated circuit structure includes: a top semiconductor fin extending in a length direction; a bottom semiconductor fin extending in the length direction, the bottom semiconductor fin being under and vertically aligned with the top semiconductor fin; a top gate structure in contact with a portion of the top semiconductor fin; top source and drain regions each adjacent to the portion of the top semiconductor fin; a bottom gate structure in contact with a portion of the bottom semiconductor fin; and bottom source and drain regions each adjacent to the portion of the bottom semiconductor fin. The portion of the top semiconductor fin is between the top source region and the top drain region. The portion of the bottom semiconductor fin is between the bottom source and drain regions. Heights, widths, or both the heights and widths of the portions of the top and bottom semiconductor fins are different.

Abstract: An integrated circuit structure includes a first portion of a bottom semiconductor fin extending horizontally in a length direction and vertically in a height direction, a second portion of the bottom semiconductor fin extending horizontally in the length direction and vertically in the height direction, a top semiconductor fin extending horizontally in the length direction and vertically in the height direction, and an insulator region extending horizontally in the length direction to electrically insulate the first portion of the bottom semiconductor fin from the second portion of the bottom semiconductor fin. The insulator region further extends vertically in the height direction in vertical alignment with the top semiconductor fin. The insulator region includes at least one of an insulator material and an airgap. In an embodiment, the top semiconductor fin is associated with a transistor, and the insulator region is in vertical alignment with a gate electrode of the transistor.

Abstract: The present disclosure advantageously provides a method and system for transferring data over at least one interconnect. A request node, coupled to an interconnect, receives a first write burst from a first device over a first connection, divides the first write burst into an ordered sequence of smaller write requests based on the size of the first write burst, and sends the ordered sequence of write requests to a home node coupled to the interconnect. The home node generates an ordered sequence of write transactions based on the ordered sequence of write requests, and sends the ordered sequence of write transactions to a write combiner coupled to the home node. The write combiner combines the ordered sequence of write transactions into a second write burst that is the same size as the first write burst, and sends the second write burst to a second device over a second connection.

Abstract: A multilayer medical packaging film includes a first layer and a chlorine dioxide-producing layer. The chlorine dioxide-producing layer includes a polymer composition and a plurality of chlorite ions. The chlorine dioxide-producing layer is substantially free of an energy-activated catalyst and is substantially free of an acid-releasing compound. However, the film is capable of generating chlorine dioxide when exposed to UV light and moisture.

Abstract: An apparatus is provided which comprises: a fin; a layer formed on the fin, the layer dividing the fin in a first section and a second section; a first device formed on the first section of the fin; and a second device formed on the second section of the fin.

Abstract: An angular acceleration sensor includes a curved track having first and second metallic layers, and a spherical conductive ball provided within the track. The first metallic layer has a constant, uniform, width along a length of the track while the second metallic layer has a varying-width along the length of the track. An angular acceleration experienced by the spherical conductive ball is associated with a change in a capacitance between the spherical conductive ball and the curved track, which is uniquely associated with an external linear acceleration experienced by the sensor.

Abstract: In one embodiment, information (workload, performance, and configuration) is obtained about identified sub-systems (a target component plus other components that influence its performance). The identified sub-systems are clustered into workload clusters and also into performance clusters, where identified sub-systems of particular workload clusters have similar workload measurements, and identified sub-systems of particular performance clusters have similar performance metrics. The techniques herein then determine a given mapped performance cluster for a given workload cluster that corresponds to a best set of performance metrics from among all performance clusters mapped to the given workload cluster.

Abstract: A system and method for generating an insult rate and reconfiguring an automated decisioning workflow includes configuring a testing group based on sampling from online events having an adverse disposal decision computed by an automated decisioning workflow computer that is configured with machine learning-based threat score thresholds that, if satisfied, causes a computation of a disallow decision or a block decision for a given online event; evaluating a performance and collecting performance data of distinct members of the testing group over a testing period; computing an insult rate for the testing group based on the performance data; computing an insult rate equilibrium for the automated decisioning workflow computer based on the performance data; evaluating the insult rate against the insult rate equilibrium; and reconfiguring adverse decisioning thresholds based on the evaluation of the insult rate of the testing group against the insult rate equilibrium for the automated decisioning workflow computer.

Abstract: Systems and methods include providing functionality for a user device while operating in background on the user device; responsive to a user request, starting collection of packets intercepted by the enterprise application; storing the collected packets on the user device; receiving a selection from the user of an issue type of a plurality of issue types for an issue; and providing the issue type and the collected packets for debugging of the issue type. The systems and methods can further include transmitting the collected data and the collected packets to a back end server for troubleshooting of the issue.

Abstract: A system and method for generating an insult rate and reconfiguring an automated decisioning workflow includes configuring a testing group based on sampling from online events having an adverse disposal decision computed by an automated decisioning workflow computer that is configured with machine learning-based threat score thresholds that, if satisfied, causes a computation of a disallow decision or a block decision for a given online event; evaluating a performance and collecting performance data of distinct members of the testing group over a testing period; computing an insult rate for the testing group based on the performance data; computing an insult rate equilibrium for the automated decisioning workflow computer based on the performance data; evaluating the insult rate against the insult rate equilibrium; and reconfiguring adverse decisioning thresholds based on the evaluation of the insult rate of the testing group against the insult rate equilibrium for the automated decisioning workflow computer.

Abstract: An enterprise application executed on a user device is configured to perform steps of providing functionality for a user device while operating in background on the user device; determining an issue with the functionality of the enterprise application; presenting a user of the user device a list of a plurality of issue types for selection thereof; receiving a selection from the user of an issue type for the issue; and collecting data from the user device based on the selected issue type. The steps can further include transmitting the collected data to a back end server for troubleshooting of the issue.

Abstract: Techniques are described herein that are capable of monitoring connectivity and latency of network links in virtual networks. For instance, a ping agent injects first ping packets into network traffic on behalf of hosts in the virtual network. The ping agent monitors incoming packets to identify first ping response packets, which are in response to the first ping packets, among the incoming packets. A ping responder rule that is included in inbound packet filter rules for a port in a virtual switch intercepts second ping packets in the network traffic. The ping responder rule converts the second ping packets into second ping response packets and injects the second ping response packets into outbound packet filter rules to be transferred to sources from which the second ping packets are received.

Abstract: An embodiment may involve, based on a profile associated with a client device, selecting an audio file containing music. Based on an attribute of the audio file containing the music, an audio file containing a story may be selected. A playlist for the client device may be generated, where the playlist includes (i) a reference to the audio file containing the music, and (ii) a reference to the audio file containing the story. A server device may transmit the playlist to the client device over a wide area network. Reception of the playlist at the client device may cause an audio player application to retrieve and play out each of the audio file containing the music and the audio file containing the story.

Abstract: An apparatus and method for generating a customized content are provided. An apparatus for generating a customized content, may include: at least one memory configured to store one or more instructions; at least one processor configured to execute the one or more instructions to: (1) obtain an input from a user; (2) detect, from the input, at least one feature and modality of the input among a plurality of modalities comprising a text format, a sound format, a still image format, and a moving image format; (3) determine a mode of the customized content, from a plurality of modes, based on the at least one feature and the modality of the input, the plurality of modes including an image mode and a text mode; and (4) generate the customized content based on the determined mode, and a display configured to display the customized content.