Abstract: The subject technology transforms a machine learning model into a transformed machine learning model in accordance with a particular model specification when the machine learning model does not conform to the particular model specification, the particular model specification being compatible with an integrated development environment (IDE). The subject technology generates a code interface and code for the transformed machine learning model, the code interface including code statements in the object oriented programming language, the code statements corresponding to an object representing the transformed machine learning model. Further, the subject technology provides the generated code interface and the code for display in the IDE, the IDE enabling modifying of the generated code interface and the code.

Abstract: Analytic data about digital chat conversations taking place within a digital workflow environment is tracked and stored. The analytic data tracks conversation progression states between individual node elements of at least one digital chat conversation flow design. A specification of an interested event for the analytic data is received. Data associated with the interested event is extracted and provided for analysis.

Abstract: Methods and apparatus relating to lane based normalized historical error counter view for faulty lane isolation and disambiguation of transient versus persistent errors are described. In an embodiment, a plurality of storage entries store error information to be detected at one or more physical lanes of an interface. Faulty lane detection logic circuitry determines which of the one or more physical lanes is faulty or more likely to be faulty based at least in part on the stored error information for the one or more physical lanes of the interface. The stored error information comprises historical error details for the one or more physical lanes of the interface. Other embodiments are also disclosed and claimed.

Abstract: Disclosed herein is system for buffering processor interrupts from active input devices, such as Bluetooth devices, so that they are aligned with a video refresh rate. The system may include a processor that operates in a first operating mode (e.g., a low power mode) and, in response to an interrupt request, switch to a second operating mode (e.g., a higher power mode). The first operating mode may be different from the second operating mode (e.g., each with a different level of power consumption). The system may also include a video subsystem, in communication with the processor, that provides video information at a refresh rate. The system may also include an input subsystem, such as a wireless communication system, in communication with the processor, that receives an activity trigger representing an activity of a input device, such as a human input device, and provides, based on the refresh rate, the activity trigger to the processor as the interrupt request.

Abstract: Techniques described herein relate to a method for managing composed information handling systems to perform workflows. The method includes obtaining a first request for data from a system control processor to perform a first portion of a workflow; making a first determination that the first request is associated with a first change of the data; performing first transformations on the data based on the first request to obtain first transformed data; providing the first transformed data to the system control processor; obtaining a second request for the data from the system control processor to perform a second portion of the workflow; making a second determination that the second request is associated with a second change of the data; performing second transformations on the data based on the second request to obtain second transformed data; and providing the second transformed data to the system control processor.

Abstract: Techniques for programmatically controlling computer programs that are configured to be controlled via text-based user interfaces. The techniques include using at least one computer hardware processor to perform: accessing a string specifying content of a user interface (UI) screen of a computer program configured to be controlled via a text-based user interface; generating, based on the string, a two-dimensional (2D) representation of the UI screen; identifying a first controllable UI element in the UI screen at least in part by processing text in the 2D representation of the UI screen; and controlling the computer program by causing, via the first controllable UI element, the computer program to perform at least one action in furtherance of a task.

Abstract: Systems and methods for automatically determining a content item size may be based on a size of a viewport and a width of a parent element. A script may be configured to determine a size of a viewport, determine a width of a parent element of a resource, and determine a content item size based, at least in part, on the size of the view port and the width of the parent element. A dimension of the determined content item size may be used by a content item selection system to determine a set of content items. A content item selection system may select a content item from the determined set of content items and serve data to effect display of the selected content item in the parent element with the resource.

Abstract: At least one electrical brain signal is received from a patient and is demultiplexed into an efferent motor intention signal and at least one afferent sensory signal (such as an afferent touch sense signal and/or an afferent proprioception signal). A functional electrical stimulation (FES) device is controlled to apply FES to control a paralyzed portion of the patient that is paralyzed due to a spinal cord injury of the patient. The controlling of the FES device is based on at least the efferent motor intention signal. A demultiplexed afferent touch sense signal may be used to control a haptic device. The afferent sensory signal(s) may be used to adjust the FES control.

Abstract: Materialized views for a database system may be automatically refreshed according to performance benefits. Materialized views may be ordered according to determined performance benefits for the materialized views indicating the performance benefit obtained when a materialized view is used to perform a query at the database system. Materialized views may be selected for refresh operations according to the ordering based on a capacity of the database system to perform refresh operations.

Abstract: Disclosed is a method and system for assessing the authenticity of a communication. The method comprises receiving data of the communication by the processor between one or more participants. Further, extracting one or more features by the processor from the data by using data extraction techniques. Further, comparing the one or more features by the processor with predefined threshold features stored in a feature repository. Further, generating, one or more authenticity attributes by using one or more trained Artificial Intelligence (AI) models applied over the one or more features, along with results of the comparing. Each of the one or more authenticity attributes generates a recommendation output, providing the authenticity of the communication.

Abstract: The present disclosure envisages a coating composition. The coating composition comprises a polymeric emulsion, silane functionalized fibres and a fluid medium. The silane functionalized fibres are present in an amount in the range of 0.05 wt. % to 10 wt. % of the coating composition. The polymeric emulsion is present in an amount in the range of 20 wt. % to 60 wt. % of the coating composition. The fluid medium is present in an amount in the range of 5 wt. % to 40 wt. % of the coating composition. The silane functionalized fibre comprises at least one polymer bonded to at least one silane group. The coating composition of the present disclosure exhibit improved properties such as better coverage when applied on a surface, mechanical properties, stain resistance properties and the like, when compared to coating composition without fibres.

Abstract: A system and method for discovering interfaces in a network is provided wherein a remote system is configured to discover by connecting to plurality of servers, and intelligently stitching together interfaces that exist between different applications. The remote system is configured to identify these interfaces through message queue servers in the network and their queue managers. Further, stitching together the interfaces is done based upon the hops that a message performs from one system to its target application using message queues. Interface name is created by reading message header, applications involved and queue properties. The system capabilities also include tracking the usage of interfaces based on the traffic that is flowing through them. The system provides a repeatable process to obtain accurate repository of interfaces.

Abstract: Atomic partition scheme updates to partition items may be implemented by a time series database. A time threshold may be assigned to partition scheme update so that the time threshold may be applied across a set of ingestion nodes that may apply the partition scheme update the same. A request to store an item with a timestamp less than the time threshold may be stored in one partition of the time series database, while the item may be stored in a different partition of the time series database if the item has timestamp greater than or equal to the time threshold.

Abstract: A system to warn a motorist of the presence of a pedestrian in a crosswalk at a traffic intersection includes at least one standard traffic signal configured for directing motorists through the traffic intersection. At least one standard walk light is included and configured for directing pedestrians for use on the crosswalk at the traffic intersection. At least one additional pedestrian warning signal is also included and configured to face the motorists. Each of the at least one additional pedestrian warning signals is in communication with the at least one standard traffic signal and the at least one standard walk light. Wherein, each of the at least one additional pedestrian warning signals is configured to warn the motorist of a certain presence of the pedestrian at the traffic intersection who are either about to cross or already crossing the traffic intersection.

Abstract: A scalable cache coherency protocol for system including a plurality of coherent agents coupled to one or more memory controllers is described. The memory controller may implement a precise directory for cache blocks from the memory to which the memory controller is coupled. Multiple requests to a cache block may be outstanding, and snoops and completions for requests may include an expected cache state at the receiving agent, as indicated by a directory in the memory controller when the request was processed, to allow the receiving agent to detect race conditions. In an embodiment, the cache states may include a primary shared and a secondary shared state. The primary shared state may apply to a coherent agent that bears responsibility for transmitting a copy of the cache block to a requesting agent. In an embodiment, at least two types of snoops may be supported: snoop forward and snoop back.

Abstract: Aspects of the disclosure relate to identifying legitimate websites and removing false positives from domain discovery analysis. Based on a list of known legitimate domains, a computing platform may generate a baseline dataset of feature vectors corresponding to the known legitimate domains. Subsequently, the computing platform may receive information identifying a first domain for analysis and may execute one or more machine learning algorithms to compare the first domain to the baseline dataset. Based on execution of the one or more machine learning algorithms, the computing platform may generate first domain classification information indicating that the first domain is a legitimate domain. In response to determining that the first domain is a legitimate domain, the computing platform may send one or more commands directing a domain identification system to remove the first domain from a list of indeterminate domains maintained by the domain identification system.

Abstract: Ferroelectric capacitor is formed by conformably depositing a non-conductive dielectric over the etched first and second electrodes, and forming a metal cap or helmet over a selective part of the non-conductive dielectric, wherein the metal cap conforms to portions of sidewalls of the non-conductive dielectric. The metal cap is formed by applying physical vapor deposition at a grazing angle to selectively deposit a metal mask over the selective part of the non-conductive dielectric. The metal cap can also be formed by applying ion implantation with tuned etch rate. The method further includes isotopically etching the metal cap and the non-conductive dielectric such that non-conductive dielectric remains on sidewalls of the first and second electrodes but not on the third and fourth electrodes.

Abstract: A method for providing bare-metal (BMS) resources includes receiving, by a system control processor, a partitioning request from a system control processor manager that specify a quantity of physical partitions, in response to the partitioning request: identifying a set of physical partitions of a bare-metal system (BMS) that are capable of servicing the partitioning request based on the quantity of physical partitions, updating a partitioning configuration data structure based on the set of physical partitions and the virtual partition, and implementing the virtual partition based on the set of resources using the partitioning configuration data structure.

Abstract: Described herein are example methods and systems for enrolling a user device with an unified endpoint management system (“UEMS”) directly from another user device. The examples describe a first user device that is already enrolled with the UEMS and a second user device that is seeking to be enrolled. The two user devices can establish a direct connection with each other. The second user device can be authenticated by a user inputting the same migration password or pin at both user device. The first user device can generate and send a migration data file to the second user device. The migration data file can include settings, policies, software packages, and files managed by the UEMS. The second user device can copy settings, policies, and files, and install the applications from the migration data file. The second user device can notify an UEMS server of the device migration.