Abstract: Techniques are disclosed for learning a machine learning model that maps control data, such as renderings of skeletons, and associated three-dimensional (3D) information to two-dimensional (2D) renderings of a character. The machine learning model may be an adaptation of the U-Net architecture that accounts for 3D information and is trained using a perceptual loss between images generated by the machine learning model and ground truth images. Once trained, the machine learning model may be used to animate a character, such as in the context of previsualization or a video game, based on control of associated control points.

Abstract: Described apparatuses and methods relate to a write request buffer for a memory system that may support a nondeterministic protocol. A host device and connected memory device may include a controller with a read queue and a write queue. A controller includes a write request buffer to buffer write addresses and write data associated with write requests directed to the memory device. The write request buffer can include a write address buffer that stores unique write addresses and a write data buffer that stores most-recent write data associated with the unique write addresses. Incoming read requests are compared with the write requests stored in the write request buffer. If a match is found, the write request buffer can service the requested data without forwarding the read request downstream to backend memory. Accordingly, the write request buffer can improve the latency and bandwidth in accessing a memory device over an interconnect.

Abstract: Described apparatuses and methods relate to a memory-flow control register for a memory system that may support a nondeterministic protocol. To help manage the flow of memory requests in a system, a memory device can include logic, such as a hardware register, that can store values indicative of a total number of memory requests that are serviceable by the memory device at a time. The logic can be configured by device manufacturers during assembly. The manufacturers can determine the limits or capabilities of the system, based on the components and structures, and publish the capabilities, including QoS, based on the limits. When the memory device is connected to a host, the host can read the values and limit the number of memory requests sent to the device based on the values. Accordingly, the memory-flow control register can improve latency and bandwidth in accessing a memory device over an interconnect.

Abstract: Described apparatuses and methods enable a receiver of requests, such as a memory device, to control the arrival of future requests using a credit-based communication protocol. A transmitter of requests can be authorized to transmit a request across an interconnect responsive to possession of a credit. If the transmitter exhausts its credits, the transmitter waits until a credit is returned before transmitting another request. The receiver can manage credit returns based on how many responses are present in a response queue. The receiver can change a rate at which the credit returns are transmitted by changing a size of an interval of responses that are being transmitted, with one credit being returned per interval. This can slow the rate of credit returns while the response queue is relatively more filled. The rate adjustment can decrease latency by reducing an amount of requests or responses that are pooling in backend components.

Abstract: Various embodiments described herein provide for execution of a memory function within a memory sub-system. For example, some embodiments provide for execution of certain memory-related functions internally within the memory sub-system, at the request of a host system, using one or more memory access operations (e.g., direct memory access operations) performed internally within the memory sub-system.

Abstract: A secure control system includes a network of multiplexers that control end/field devices of an infrastructure system, such as an electric power grid. The multiplexers have a default secure lockdown state that prevents remote access to data on the multiplexers and prevents modification of software or firmware of the multiplexer. One or more of the multiplexers include a physical authentication device that confirms the physical proximity of a trusted individual when remote access is requested. A user accesses the network and one of the multiplexers remotely by way of login credentials. The trusted individual confirms the identity of the remote user and operates the physical authentication device connected with and in proximity to that multiplexer, thereby confirming that the remote user can be trusted to access data and reconfigure the multiplexers.

Abstract: Initialization is performed based on the commands received at the command queue. To perform initialization, a bank touch count list that includes a list of banks being accessed by the commands and a bank touch count for each of the banks in the list is updated. The bank touch count identifies the number of commands accessing each of the banks. The bank touch count list is updated by assigning a bank priority rank to each of the banks based on their bank touch count, respectively. Once initialized, the commands in the command queue are scheduled by inserting each of the commands into priority queues based on the bank touch count list.

Abstract: Data-driven systems and methods are described in regard to managing an encampment of at-risk individuals. In some variants a client/mobile device is configured according to one or more special-purpose protocols by which a task pertaining to the encampment is associated with a first resource, wherein the first task includes obtaining a first informational component. Recommendation data pertaining to the encampment is provided that is correlated with one or more features of the encampment and includes a task or referral pertaining to a second resource.

Abstract: Apparatuses and methods for adaptive control of memory are disclosed. One example apparatus includes a memory translation unit configured to receive a memory access request including a requested address and to determine a mapping state of a region of a memory associated with the requested address. The memory translation unit further configured to provide a mapped address to the memory. The mapped address is selected from one of the requested address or a translated requested address based on the state of the region of the memory associated with the requested address.

Abstract: Systems and methods that provide a mechanism to transition static schema to dynamic schema while maintaining backwards capability. Simple removal of static schema elements, followed by replacement with dynamic schema elements, make a third-party code incompatible since the third-party code references schema entities that no longer exist. Provided is a mechanism to decrease the memory use of non-material static schema entities. Transitioning static schema to dynamic schema allows the database to avoid loading non-material schema entities, thereby decreasing overall memory usage.

Abstract: Initialization is performed based on the commands received at the command queue. To perform initialization, a bank touch count list that includes a list of banks being accessed by the commands and a bank touch count for each of the banks in the list is updated. The bank touch count identifies the number of commands accessing each of the banks. The bank touch count list is updated by assigning a bank priority rank to each of the banks based on their bank touch count, respectively. Once initialized, the commands in the command queue are scheduled by inserting each of the commands into priority queues based on the bank touch count list.

Abstract: A system generating, using a first addressable unit address decoder, a first addressable unit address based on an input address, an interleaving factor, and a number of first addressable units. The system then generating, using an internal address decoder, an internal address based on the input address, the interleaving factor, and the number of first addressable units. Generating the internal address includes: determining a lower address value by extracting lower bits of the internal address, determining an upper address value by extracting upper bits of the internal address, and adding the lower address value to the upper address value to generate the internal address. Using an internal power-of-two address boundary decoder and the internal address, the system then generating a second addressable unit address, a third addressable unit address, a fourth addressable unit address, and a fifth addressable unit address.

Abstract: Memory devices, systems and methods are described, such as those including a dynamically configurable channel depth. Devices, systems and methods are described that adjust channel depth based on hardware and/or software requirements. One such device provides for virtual memory operations where a channel depth is adjusted for the same physical memory region responsive to requirements of different memory processes.

Abstract: Commands in a command queue are received and scheduled. For each of the commands, scheduling includes determining an age of a command based on an entrance time of the command in the command queue. When the age of the command satisfies a first threshold, marking all other commands in the command queue as not issuable when the command is a deterministic command, and marking all other commands in the command queue as not issuable when the command is a non-deterministic command and the intermediate command queue is not empty. Scheduling the command further includes determining whether the command is a read command and marking the command as not issuable when the command is a non-deterministic read command and the intermediate command queue is empty.

Abstract: A method for remote access includes obtaining, by a virtual private network (VPN) server, trust data of a user accessing a first network; determining, by the VPN server, a first trust level corresponding to the trust data according to a first correspondence, wherein the first correspondence comprises the trust data and the first trust level; determining, by the VPN server, a first access zone of the first network corresponding to the first trust level according to a second correspondence, wherein the second correspondence comprises the first trust level and the first access zone; and establishing, by the VPN server, a first VPN connection between a device used by the user and the first access zone.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for providing conversion path performance measures and reports. In one aspect, user interaction data are obtained, were the user interaction data specify user interactions for a plurality of conversions. User interactions that are associated with each conversion are selected from the user interaction data, where the associated user interactions for each conversion are user interactions with a converting user during the conversion cycle for the conversion. Using the user interaction data for the selected user interactions, a quantity of user interactions that are associated with each conversion and occurred during the conversion cycle for the conversion are determined. In turn, conversion path performance measures are computed and reports specifying the conversion path performance measures are generated.

Abstract: Methods and systems for accessing conflicting frameworks and classes are presented. In some embodiments, a conflicting frameworks computing platform may receive an application classloader corresponding to a mobile application. The application classloader may indicate one or more child application-defined classloaders. Subsequently, the conflicting frameworks computing platform may create a framework-defined classloader comprising a first class that conflicts with a second class in the one or more child application-defined classloaders. Further, the conflicting frameworks computing platform may create a framework-termination classloader. The framework-termination classloader may be a parent classloader of the framework-defined classloader. Next, the conflicting frameworks computing platform may replace, using a reflection function, the application classloader with a new application classloader.

Abstract: A system generating, using a first addressable unit address decoder, a first addressable unit address based on an input address, an interleaving factor, and a number of first addressable units. The system then generating, using an internal address decoder, an internal address based on the input address, the interleaving factor, and the number of first addressable units. Generating the internal address includes: determining a lower address value by extracting lower bits of the internal address, determining an upper address value by extracting upper bits of the internal address, and adding the lower address value to the upper address value to generate the internal address. Using an internal power-of-two address boundary decoder and the internal address, the system then generating a second addressable unit address, a third addressable unit address, a fourth addressable unit address, and a fifth addressable unit address.

Abstract: This disclosure relates to an autonomous vehicle configurable for transportation of either passengers, cargo, or both. The various aspects of this disclosure, which include moveable seat assemblies, a door arrangement, and storage bins, among other things, provide the vehicle with increased functionality and versatility, leading to more efficient vehicle use.

Abstract: A wellbore anchoring device having an adjustable injection valve is disclosed. The anchoring device can include the adjustable injection valve and a spring. The spring can be positioned adjacent to the adjustable injection valve. The spring can include an initial pressure setting that is adjustable prior to the anchoring device being positioned in a wellbore to adjust a cracking pressure of the adjustable injection valve.