Abstract: Aspects of the present disclosure provide systems, methods, and computer-readable storage media that support machine learning-based application management for enterprise systems. The aspects described herein enable resource and time-efficient scheduling of training anomaly detection models (e.g., machine learning (ML) models) corresponding to the applications based on log data generated by the applications. Aspects also provide integration of the trained anomaly detection models with an application dependency graph to enable prediction of application failures based on detected anomalies and relationships between applications determined from the application dependency graph. Further aspects leverage this integration to output reasons associated with predicted application failures and to provide recommended recovery actions to be performed to recover from the predicted application failures. Other aspects and features are also described.

Abstract: An omnidirectional broadband antireflective with a super hydrophilicity (antifogging) coating composition, and a corresponding method of producing and coating on a substrate like glass plates and tubes, silicon wafer, or plastics selected from PMMA, PC, and CR-39 lenses, is provided. The composition contains: a) component A, an aqueous or organic solvent selected from DI water, ethanol, n-propanol, isopropanol, isopropoxy ethanol, or a mixture thereof; b) component B, alkaline or acid stabilized silica nanoparticles (highly positively or negatively charged silica nanoparticles), individually or a mixture thereof; and c) component C, an alkylsilane compound selected from 3-glycidoxypropyltrimethoxysilane, 2-glycidoxyethyltrimethoxysilane, 3-glycidoxypropyltriethoxysilane, 2-glycidoxyethyltriethoxysilane, polyethylene glycol tert-octyl phenyl ether, and hydroxypropyl cellulose, individually or mixture thereof.

Abstract: A device for obtaining a biological sample, such as a capillary blood collection device, that has the ability to lance and squeeze the finger, collect the sample, stabilize the sample, and subsequently dispense the sample in a controlled manner is disclosed. The device also simplifies and streamlines the capillary blood collection by eliminating workflow variabilities which are typically associated with low sample quality including hemolysis and micro-clots.

Abstract: This disclosure describes techniques for renegotiating target wake time (TWT) parameters used for transmitting Bluetooth-encoded audio frames over one or more Wi-Fi channels. In some implementations, a software-enabled access point (softAP) paired with a peripheral device based on a Bluetooth protocol and associated with the peripheral device via a WLAN link transmits one or more first Bluetooth-encoded audio frames indicating a current time-to-play (TTP) value for audio data to the peripheral device over the WLAN link during a first TWT session. The softAP detects a change in the WLAN link, and obtains new TWT parameters and a new TTP value responsive to the detected change. The softAP indicates the new TWT parameters and the new TTP value to the peripheral device in conjunction with tearing down the first TWT session, and establishes a second TWT session with the peripheral device based at least in part on the new TWT parameters.

Abstract: Aspects related to a resource-constrained system are described herein that can provide object storage services after a service interruption is resolved, even if all of the transactions that were pending and incomplete prior to the service interruption have not yet been recovered and/or executed. For example, file systems implemented by computing systems of the resource-constrained system may treat each file or directory as a separate object. Thus, a transaction directed to one file may not affect the file's directory or other files in the directory. As a result, the resource-constrained system can achieve read-after-write consistency without first recovering and executing the pending, incomplete transactions. Instead, read-after-write consistency for an object can be achieved simply by completing any pending, incomplete transaction directed to that object.

Abstract: A device for obtaining a blood sample may include a holder for receiving a sample source, the holder having an actuation portion and a port; a container engagement portion connected to the holder; and a collection container removably connectable to the container engagement portion, the container defining a collection cavity, wherein the actuation portion comprises at least two wings that are angled relative to a patient's finger held in the holder to create a pressure gradient towards a fingertip of the patient's finger.

Abstract: An entity trust index relating to an entity may indicate a trustworthiness level of the entity. To generate an entity trust index, entity information may be received from one or more information sources. Using the entity information and one or more machine learning models, a performance index, an innovation index, and a sustainability index for the entity may be generated. The entity trust index may be generated based on the performance index, the innovation index, and the sustainability index. One or more actions for the entity that will modify the entity trust index may then be determined.

Abstract: Embodiments disclosed herein include a substrate processing module and a method of moving a workpiece. The substrate processing module includes a shutter stack and two process stations. The shutter stack is disposed between the process stations. The method of moving a workpiece includes moving a supporting portion from a first location to a shutter stack in a first direction, retrieving the workpiece from the shutter stack, and moving the supporting portion to a second location. The transfer chamber assembly and method allows for moving workpieces to and from the shutter stack to the two process stations. A central transfer robot of the substrate processing module is configured to grip both substrates and shutter discs, allowing for one robot when typically two robots would be required.

Abstract: A device for obtaining a blood sample may include a holder for receiving a sample source, the holder having an actuation portion and a port; a blood collector attachment removably connected to the holder; and a collection container removably connected to the blood collector attachment, the container defining a collection cavity, wherein a collection container detachment member is provided between the blood collector attachment and the collection container to releasably attach the collection container to the blood collector attachment.

Abstract: Methods and systems for data management include representing, organizing, and accessing very large data sets. Embodiments describe supporting data sets of various size based on attributed data slices (ADSs) to enable reduced memory requirements, query decomposition and parallel execution, and constant execution times for concurrent queries. The ADSs can include data buckets comprising items that are grouped by an attribute key. Attribute groups can be further sorted (e.g., in ascending order) based on the attribute key. According to some embodiments, the essential structure of an ADS provides additional functionality while preserving the behavior expected of an ADS through the use of an Extension Block containing attribute location data.

Abstract: A method and associated apparatus are provided for retrieving an object from a multi-depth object storage. The method includes retrieving, via a shuttle, at least a first object from a first depth of a storage location and a second object from a second depth of the storage location. The first depth is less than the second depth, such that the first object positioned at the first depth interferes with retrieval of the second object positioned at the second depth. The method also includes manipulating the first object and the second object, such that the first object is positioned to be disposed into the storage location while the second object remains disposed on the shuttle. The method further includes disposing the first object into the storage location while the second object remains on the shuttle. A corresponding apparatus is also provided.

Abstract: Embodiments disclosed herein include a substrate processing module and a method of moving a workpiece. The substrate processing module includes a shutter stack and two process stations. The shutter stack is disposed between the process stations. The method of moving a workpiece includes moving a supporting portion from a first location to a shutter stack in a first direction, retrieving the workpiece from the shutter stack, and moving the supporting portion to a second location. The transfer chamber assembly and method allows for moving workpieces to and from the shutter stack to the two process stations. A central transfer robot of the substrate processing module is configured to grip both substrates and shutter discs, allowing for one robot when typically two robots would be required.

Abstract: The present invention relates to the stereospecific synthesis of (R)-5-((E)-2-pyrrolidin-3-ylvinyl)pyrimidine, its salt forms, and novel polymorphic forms of these salts.

Abstract: Aspects of the present disclosure provide systems and apparatuses for a substrate processing assembly with a laminar flow cavity gas injection for high and low pressure. A dual gas reservoir assembly is provided in a substrate processing chamber, positioned within a lower shield assembly. A first gas reservoir is in fluid communication with a processing volume of the substrate processing assembly via a plurality of gas inlet, positioned circumferentially about the processing volume. A second gas reservoir is positioned circumferentially about the first gas reservoir, coupled therewith via one or more reservoir ports. The second gas reservoir is in fluid communication with a first gas source. A recursive path gas assembly is positioned in an upper shield body adjacent to an electrode to provide one or more gases to a dark space gap.

Abstract: Various technologies described herein pertain to a sensor for an autonomous vehicle that includes one or more heat dissipation features. A sensor includes a top cover and a bottom cover, where the top cover and the bottom cover form at least a portion of a casing of the sensor. The sensor includes a coldplate, a first printed circuit board, and a second printed circuit board. A top side of the first printed circuit board is coupled to the top cover and a bottom side of the first printed circuit board is coupled to a top side of the coldplate. A top side of the second printed circuit board is coupled to a bottom side of the coldplate and a bottom side of the second printed circuit board is coupled to the bottom cover. Various features described herein enhance heat transfer from components on the first and second printed circuit boards.

Abstract: Example systems and methods provide input suggestions to a user to improve user experience on user devices. The input suggestions can be fill information from another app on device to the present app being used by user, information for performing a search (without the user having to copy-paste data or entering the data manually), responses to a message/notification received by the user, information/content/data to be shared between apps (without switching between apps), and emojis/GIFs that can be used by the user. The method includes analyzing one or more content of one or more screen displayed on device, generating at least one of a logical tree structure and a data mashup model of the one or more analyzed content for each screen, and providing a recommendation to a user. The recommendation can be a connected action or an input suggestion.

Abstract: Various systems, methods, and computer program products are provided for generating and monitoring dynamic identifiers for data processing security. The method includes generating a dynamic identifier for a user request. The dynamic identifier changes based on a receiving node of the dynamic identifier. The method also includes updating the dynamic identifier in an instance in which the user request is transmitted from a first node to a second node. The method further includes generating a dynamic identifier change log. The dynamic identifier change log includes at least one historical dynamic identifier from a previous receiving node. The method still further includes determining whether the dynamic identifier change log matches an expected dynamic identifier change log. The method also includes causing a transmission of a dynamic identifier verification upon determining that the dynamic identifier change log matches the expected dynamic identifier change log.

Abstract: Disclosed herein is a medical system (100, 300, 500, 600) comprising: a medical imaging system (102, 302) configured to acquire medical imaging data (136) descriptive of a subject (110); a camera system (114) configured to acquire a subject image (138) of the subject; a memory (126) storing machine executable instructions (130), medical imaging system commands (134), and a coordinate system mapping, and an image marking neural network (132).

Abstract: There is provided mechanisms for configuring an MQTT client node with a topic prefix. A method is performed by the MQTT client node. The method comprises sending a request to a DHCP server for configuration. The method comprises receiving a response from the DHCP server. The response comprises configuration information and at least one prefix string defining the topic prefix to be used together with a topic by the MQTT client node when publishing data on said topic.

Abstract: Aspects of the disclosure provided herein generally provide a substrate processing system that includes: a processing chamber including: a top plate having an array of process station openings disposed therethrough surrounding a central axis, a bottom plate having a first central opening, and a plurality of side walls between the top plate and the bottom plate; a plurality of heaters disposed in the top plate and the bottom plate and configured in a plurality of regions; and a system controller configured to independently control the plurality of heaters in each region.