Abstract: Various embodiments relate to data science and data analysis, computer software and systems, and computing architectures and data models configured to facilitate management of enterprise functions, and, more specifically, to an enterprise computing and data processing platform configured to activate risk management transformations of enterprise data in-situ, responsive to identifying a risk event, and further configured to implement a risk management data channel to facilitate analyses and responses associated with an enterprise computing device. In some examples, a method may include receiving a risk data signal, identifying a portion of the risk data signal, computing data representing a risk level, classifying data associated with a hierarchical business data object in accordance with a risk level, aggregating classified data with other data associated with other business data objects classified as a function of risk to form aggregated data, causing presentation of aggregated data as a function of risk.

Abstract: An operating signal is fed to a first machine learning module to reproduce a behavior signal of a technical system, the behavior signal occurring specifically without the current use of a control action and output the reproduced behavior signal as a first output signal. The first output signal is fed to a second machine learning module to reproduce a resulting behavior signal using a control action signal and output the reproduced behavior signal as a second output signal. Furthermore, an operating signal is fed to a third machine learning module, and a third output signal is fed to the trained second machine learning module. A control action performance ascertained using the second output signal, and the control action performance is used to train the third machine learning module to optimize the control action performance. By training the third machine learning module, a control device controls the technical system.

Abstract: A computer-implemented method, a device for data processing and a computer system for controlling a control device of a conveyor system to achieve an alignment and/or a defined spacing of piece goods, wherein the control of the control device is determined by an agent acting according to Reinforcement Learning methods. An individual, local state vector of predefined dimension that is the same for all the piece goods is created for each of the piece goods and an action vector is selected from an action space according to a strategy that is the same for all piece goods for the current state vector of this piece good. These action vectors are projected onto the conveying elements, wherein conflicts are resolved. After a cycle time has elapsed, state vectors are created again for each piece good and evaluated with rewards and the strategy is adjusted.

Abstract: An apparatus comprising first circuitry to determine a time parameter associated with a storage operation; and second circuitry to generate a storage command, the storage command including the time parameter, a location for the storage operation, and an opcode specifying the storage operation.

Abstract: Techniques for time-aware remote data transfers. A time may be associated with a remote direct memory access (RDMA) operation in a translation protection table (TPT). The RDMA operation may be permitted or restricted based on the time in the TPT.

Abstract: An improved parcel growth prediction system that uses parcel data, population data, and artificial intelligence to predict the growth of a geographic area at a micro level (e.g., a real estate parcel level) is described herein. For example, the improved parcel growth prediction system may generate a graph model and apply the graph model as an input to an artificial intelligence model to predict the likelihood that a particular parcel may be developed some time in the future. Ultimately, implementing the improved parcel growth prediction system described herein may lead to more precise placements of infrastructure projects and/or to infrastructure projects that more precisely support the needs of the population of a geographic area as time passes.

Abstract: Examples described herein relate to a in a group of servers: the servers attempting to perform timing synchronization based on a first group of timing signals sent via a first path. In some examples, the first comprises a first connection and based on disruption of communications by the first connection between servers in the group of servers. In some examples, the servers attempting to perform timing synchronization based on a second group of timing signals sent via a second path. In some examples, the second path does not traverse the first connection.

Abstract: The disclosure relates to a closure for a container, including a ring-shaped base element extending around a longitudinal axis and including a first through opening, a ring-shaped rotary element, which can be operatively connected to the base element and can be rotated relative thereto about the longitudinal axis, and at least one closing element. The closing element comprises a first and a second end wherein the first end of the closing element being operatively connected to the base element and the second end of the closing element being operatively connected to the rotary element, and wherein the closing element at least partially closing a closure opening in a rotated state of the rotary element relative to the base element.

Abstract: A method for treating hydrogen-containing and oxygen-containing residual gases of fuel cells, wherein the residual gases are fed to a gas circuit, and a residual gas mixture resulting therefrom is circulated in the gas circuit by a device for converting hydrogen and oxygen to water. In order to reduce the amount of hydrogen and oxygen in the residual gas mixture, at least part of the residual gas mixture is discharged from the gas circuit.

Abstract: Systems, methods, and non-transitory computer-readable media can receive a first content item uploaded by a first user. Content ownership information can be updated to associate the first content item with the first user. The first user can be provided with content item analytics pertaining to the first content item in a content item analytics interface.

Abstract: Examples described herein relate to a network interface device that includes a host interface; a network interface; and circuitry to: receive time information of a device that executes a service and based on the time information being outside of a permitted jitter range for the service, perform one or more actions to cause execution of the service on a device that operates based on a clock signal within a permitted jitter range.

Abstract: Examples described herein relate to a network interface device comprising an interface to memory and circuitry. In some examples, the circuitry is to: determine a number of data units stored in a page in the memory and based on no data unit stored in a page of memory, permit storage of a data unit in the page in the memory.

Abstract: Examples described herein relate to a network interface device that includes circuitry to determine a target time domain in which to translate a time stamp associated with a workload and identify the target time domain to cause translation of the time stamp associated with the workload to the target time domain. In some examples, the network interface device stores time domain translation parameters of time stamps from a first time domain to one or more time domains and the network interface device translates the time stamp from the first time domain to the one or more time domains. In some examples, the network interface device comprises circuitry to store time domain translation parameters of time stamps from a first time domain to one or more time domains and the server is to perform translation of the time stamp from the first time domain to the one or more time domains based on the time domain translation parameters.

Abstract: A packet processing device, a method to be performed at the packet processing device, a computer-readable storage medium, and a computing system. The packet processing device is to determine a computing unit of the server architecture, the computing unit to execute a workload; receive a data packet including data to be used by the computing unit to execute the workload; determine, based on the computing unit to execute the workload, a memory of the server architecture to store the data for access by the computing unit to execute the workload; and route the data to the server architecture for storage at the memory.

Abstract: Optical and electrical modules with enhanced features and associated apparatus and methods. The optical modules are configured to implement one or more features that are offloaded from Ethernet devices to which the optical modules are configured to be attached. The features include support for timestamping packets and preamble using IEEE 1588 Precision Time Protocol (PTP) profiles, support for implementing IEEE 1588 one-step operations, support for implementing IEEE 1588 Ethernet Synchronous Clocks (SyncE) profiles, support for In-Band Network Telemetry (INT), and support for implementing a MACsec security protocol defined by IEEE standard 802.1AD. The enhanced features provided by the optical modules enable Ethernet devices to be upgraded to support the enhanced features by replacing conventional optical modules with the optical modules disclosed herein. Support for White Rabbit IEEE PTP and SyncE profiles is also provided.

Abstract: A passive optical network is used for communications in a data center between an Optical Line Terminal (OLT) in an Ethernet switch and an Optical Network Terminal (ONT) in a compute node in a server. The passive optical network reduces the latency from microseconds to single digit nanoseconds in both upstream and downstream directions that can result in an increase in application performance. In addition, because the passive optical network does not use active components, the passive optical network has a reduced Mean Time Between Failures that can be decades or centuries.

Abstract: Disclosed herein is a translation platform making use of both machine translation and crowd sourced manual translation. Translation is performed on pages in an application. Manual translations are applied immediately to local versions of the client application and are either human reviewed or reverse machine translated and compared against the original text. Once verified, the translations are applied to all end-clients.

Abstract: A method of controlling headphones having external microphone signal pass-through functionality may involve controlling a display to present a geometric shape on the display and receiving an indication of digit motion from a sensor system associated with the display. The sensor system may include a touch sensor system or a gesture sensor system. The indication may be an indication of a direction of digit motion relative to the display. The method may involve controlling the display to present a sequence of images indicating that the geometric shape either enlarges or contracts, depending on the direction of digit motion and changing a headphone transparency setting according to a current size of the geometric shape. The headphone transparency setting may correspond to an external microphone signal gain setting and/or a media signal gain setting of the headphones.