Abstract: A computer-implemented method for improving entity matching in a probabilistic matching engine can train a graph neural network (GNN) model on an output of a probabilistic matching engine to perform entity matching and determine counterfactual explanations for non-matches of entities. A list of data transformations can be identified by actionable recourse using the GNN model. The list of data transformations can be ranked, using the GNN model, based on computational overhead and an estimated improvement in entity matching within the probabilistic matching engine.

Abstract: Some embodiments provide a method for configuring logical routers of a logical network. The logical routers are implemented in a Kubernetes cluster as a first set of Pods that each perform logical forwarding operations for the logical routers and a second set of Pods that each perform L7 service operations for a respective logical router. From a Kubernetes control plane component, the method receives a notification that the first set requires scaling to include an additional Pod. The first-set Pods process data messages between the logical network and external networks. Within the network management system, the method defines at least one new interface for processing data messages between the logical network and external networks. The method configures the at least one interface on the additional Pod to communicate with external physical routers to receive traffic from the external networks and send traffic to the external networks.

Abstract: A method of core allocation for temperature control in under-subscribed computing systems can include maintaining, by an allocator component, a virtual to physical core mapping of physical cores of a computing system; identifying a change to a next core allocation according to an allocation pattern; determining a time that a process of a software application can be moved to the next core allocation, wherein the process of the software application is configured with core pinning; and updating, by the allocator component, the virtual to physical core mapping for the process of the software application at the determined time. The allocator component can intercept a process request of the software application; identify a pinned core of the process request; and overwrite the pinned core of the process request with an allocated core indicated by the virtual to physical core mapping.

Abstract: This disclosure provides methods, components, devices and systems for enhancements to request to send (RTS) and clear to send (CTS) exchanges. A first wireless device may receive a beacon frame indicating for the first wireless device to monitor a first channel for a first frame that schedules communication via one or more channels. The first wireless device may receive, from a second wireless device, the first frame indicating a channel bandwidth and a puncturing pattern of multiple available puncturing patterns for the channel bandwidth. The puncturing pattern may be associated with a first subset of a set of multiple channels of the channel bandwidth. The first wireless device may transmit, to the second wireless device, a second frame indicating that a second subset of channels is available and may receive one or more data packets via the second subset of channels.

Abstract: A Building Automation System application, stored by one or more memory devices of a mobile device, can include instructions that, when executed by one or more processors, cause the one or more processors to establish a connection with a remote system of a building, obtain operational data includes an indication that a first device of building equipment has experienced an equipment fault, transmit one or more control signals to the remote system to address the equipment fault and to cause a change in operation of one or more devices of building equipment of the plurality of devices of building equipment, and obtain subsequent operational data that corresponds to operations of the first device of building equipment after transmission of the one or more control signals and indicates whether the equipment fault has been resolved.

Abstract: A method for making a memory device may include forming an array of memory cells on a semiconductor substrate. Each memory cell may include a first well in the semiconductor substrate having a first conductivity type, a second well adjacent the first well and having a second conductivity type and defining a depletion layer with the first well, and nanocrystals within the depletion region, with each nanocrystal comprising a semiconductor material and carbon. The memory device may further include spaced apart source and drain regions adjacent the second well and defining a channel therebetween, and a gate overlying the channel.

Abstract: Embodiments of a microelectronic assembly may include a first integrated circuit (IC) die having a first surface, a second surface opposite the first surface, and a third surface orthogonal to the first and second surfaces, the first IC die including conductive traces that are parallel to the first and second surfaces and exposed at the third surface; a second IC die having a fourth surface and including voltage regulator circuitry; and a third IC die having a fifth surface, wherein the third surface of the first IC die is electrically coupled to the fifth surface of the third IC die by first interconnects, the fourth surface of the second IC die is electrically coupled to the fifth surface of the third IC die by second interconnects, and the first IC die is electrically coupled to the second IC die by conductive pathways in the third IC die.

Abstract: Systems and methods for facilitating coexistence may include a first wireless communication device which transmits a traffic indication packet (TIP) on an advertising channel. The TIP may one or more frequencies and one or more time periods in which the first wireless communication device is to exchange/communicate traffic with a second wireless communication device. The first wireless communication device may transmit traffic to the second wireless communication device, on one or more channels corresponding to the one or more frequencies, during the one or more time periods.

Abstract: Some embodiments provide a method for configuring a logical network in a Kubernetes cluster, at a network management system external to the Kubernetes cluster. The method receives a definition of a logical router for the logical network. The logical router definition specifies a set of one or more L7 services to be performed on data messages processed by the logical router. Via a control plane of the Kubernetes cluster, the method defines (i) a first CR instance associated with a first CRD for implementing logical forwarding for the logical router and (ii) for each L7 service, a separate CR instance associated with a second CRD for implementing the L7 service.

Abstract: A memory device may include an array of memory cells on a semiconductor substrate. Each memory cell may include a first well in the semiconductor substrate having a first conductivity type, a second well adjacent the first well and having a second conductivity type and defining a depletion layer with the first well, and nanocrystals within the depletion region, with each nanocrystal comprising a semiconductor material and carbon. The memory device may further include spaced apart source and drain regions adjacent the second well and defining a channel therebetween, and a gate overlying the channel.

Abstract: The sleeping berth structure for a vehicle sleeping compartment includes a vertical post, a partition wall, extending from the vertical post, a first berth, located on a first side of the partition wall, the first berth including a frame and a cushion, and a first horizontal beam, located on the first side of the partition wall and extending from the vertical post perpendicular to the partition wall to support an extremity of the first berth. To reduce the bulk of the berth structure, improve its aesthetics and reduce the risk of injury of a user the sleeping berth structure, the frame of the first berth includes a hollow extruded beam, and the first horizontal beam is received inside the hollow extruded beam of the frame of the first berth.

Abstract: A method includes receiving a unilateral relationship between a first service specification and a second service specification; receiving a complimentary relationship between the second service specification and the first service specification; storing each relationship in a relationship table included in a service catalog; receiving a payload corresponding to the first service specification, where the payload includes a service specification relationship with the second service specification; verifying the service specification relationship in the payload correlates with the unilateral relationship stored in the relationship table; in response to the service specification relationship in the payload correlating with the unilateral relationship stored in the relationship table, verifying whether the complimentary relationship exists in the relationship table; and in response to the complimentary relationship existing in the relationship table, updating automatically a service corresponding to the second servi

Abstract: Embodiments of a microelectronic assembly may include a first integrated circuit (IC) die having a first surface, a second surface opposite the first surface, and a third surface orthogonal to the first and second surfaces, the first IC die including an active region including a capacitor; and a metallization stack including a first conductive trace electrically coupled to a first conductor of the capacitor and a second conductive trace electrically coupled to a second conductor of the capacitor, wherein the first conductive trace and the second conductive trace are parallel to the first and second surfaces and exposed at the third surface; and a second IC die including a fourth surface, where the first conductive trace and the second conductive trace at the third surface of the first IC die are electrically coupled to the fourth surface of the second IC die by interconnects.

Abstract: An air transferring system is disclosed. The air transferring system includes an enclosure, a faceplate, and a blower assembly attached to the faceplate. The enclosure includes a base, a lid having an air exhaust, and a shroud. The shroud has an open shroud top, an open shroud bottom, and an opening in the shroud defined between a first shroud edge and a second shroud edge. Each of the shroud edges extends between the open shroud top and the shroud bottom. The faceplate includes a faceplate opening that extends between the first and second shroud edges. The blower assembly includes a blower exhaust proximate to all of the faceplate opening, an exhaust opening, and an impeller for drawing air through the air exhaust, faceplate opening, and blower exhaust and urging the air out the exhaust.

Abstract: A method for making a memory device may include forming an array of memory cells on a semiconductor substrate. Each memory cell may include a first well on the semiconductor substrate having a first conductivity type, a second well adjacent the first well and having a second conductivity type and defining a depletion layer with the first well, and a superlattice within the depletion layer. The superlattice may include stacked groups of layers, with each group of layers comprising stacked base semiconductor monolayers defining a base semiconductor portion, and a non-semiconductor monolayer(s) constrained within a crystal lattice of adjacent base semiconductor portions, and trap source atoms within the stacked groups of layers. Each memory call may also include spaced apart source and drain regions adjacent the second well and defining a channel therebetween, and a gate overlying the channel.

Abstract: This disclosure describes techniques and mechanisms to retroactively identifying, classifying, categorizing, and/or remediating campaigns by an email threat defense system. The described techniques may perform a time-series analysis on record data associated with emails and identify campaigns that have bypassed threat detection mechanisms. The described techniques may extract and correlate features of the record data in order to label and determine whether a campaign is malicious. Where the email campaign is malicious, remedial action(s) can occur. Accordingly, the described techniques may remediate false negatives in a network and improve network security.

Abstract: Systems and methods for responsible AI compliance and governance management in AI Products are disclosed. The system receives a request to assess an enterprise product associated with a specific application. Further, the system may determine a plurality of datasets associated with the AI model of the enterprise product. Furthermore, the system generates a training dataset and a test dataset for the determined plurality of datasets associated with the AI model. The system generates a ranked list of recommended metrics for the enterprise product based on the generated training dataset and the test dataset. The system further determines a mitigation strategy for the enterprise product based on the generated ranked list of recommended metrics. Furthermore, the system creates a feedback loop for continuous training and tuning the AI model and the plurality of datasets based on the determined mitigation strategy.

Abstract: Integrated valve body and syringe tube components to facilitate controlled fluid flow in assay cartridges are provided herein. Such components can include a valve body and syringe tube that are integrally formed as a single component. Components can include a syringe tube having a conduit in fluid communication with a valve body having a filter cavity and set of ports to facilitate direct fluid flow between chambers and fluid flow through a filter in the filter cavity of the valve body. Valve body can include an off-center filter cavity and a direct flow path in fluid communication with a filter flow path disposed in a common plane and designed to inhibit cross-contamination between flow paths. Valve body can be sealed by a cap snap-fit or welded to the valve body or a thin film. Flow valves can also be included. Two-part welding stack improves control of filter compression and performance.

Abstract: A method for bi-directional mapping includes storing a relationship between a first service specification and a second service specification; receiving an application programming interface (API) call for the second service specification that includes a payload that includes a relationship type; verifying the relationship type included in the payload corresponds to a relationship type of the relationship between the first service specification and the second service specification; in response to the relationship type included in the payload corresponding to the relationship type of the relationship between the first service specification and the second service specification, verifying whether a complimentary relationship exists between the first service specification and the second service specification; and in response to the complimentary relationship existing between the first service specification and the second service specification; updating the first service specification with dependent service details

Abstract: Methods and systems for exposing a desired shape in an area on a surface using a charged particle beam system include determining a local pattern density for the area, based on an original set of exposure information. A pre-proximity effect correction (PEC) maximum dose for the local pattern density is determined, based on a pre-determined target post-PEC maximum dose. The pre-PEC maximum dose may be calculated near an edge of the desired shape. Methods also include modifying the original set of exposure information with the pre-PEC maximum dose to create a modified set of exposure information.