Abstract: Techniques for a hybrid network directory service are described. Messages forming a request to launch an instance within a cloud provider network are received, the messages including an identifier of a customer virtual network within the cloud provider network, the customer virtual network having connectivity to another network outside of the cloud provider network, the other network outside of the cloud provider network having a directory service. An instance is launched, the instance having connectivity to the customer virtual network. A server of the directory service on the other network outside of the cloud provider network is identified. The identified server is caused to add the instance as a node of the directory service. Directory service data received from the identified server is stored. Directory service requests originating from the customer virtual network are processed.

Abstract: According to some embodiments, systems and methods are provided including receiving an updated first XML file and one or more additional XML files from a data store, wherein each of the one or more XML files forms an updated first XML file-additional XML file pair with the updated first XML file; determining, for each pair, an identifier of the updated first XML file matches an identifier of the additional XML; generating an XML similarity score for each pair, wherein the XML similarity scores generated for each pair are generated in parallel; determining the XML similarity score exceeds a threshold value; and generating a similarity notification indicating any additional XML files that are similar to the updated first XML file. Numerous other aspects are provided.

Abstract: A system and method reduce advertisement latency by executing a Software Development Kit (SDK) within a device-resident application. In response to an ad-placement request, the SDK simultaneously issues bid requests to (i) at least one mediation platform and (ii) multiple header-bidding partners (HBPs). The mediation platform is traversed through dynamically ordered floor-price groups until an ad fill is returned, allowing the SDK to infer an approximate mediation bid range from the group that produced the fill. In parallel, the SDK determines the highest HBP bid. Both the mediation-platform ad object and the HBP ad object—together with their respective bid information—are cached in volatile memory. The SDK then compares the highest HBP bid to an upper bound of the inferred mediation bid range, identifies the maximum bid, and instantly renders the cached ad object corresponding to that bid, thereby minimizing network latency while maximizing revenue.

Abstract: A method for network analytics data director (NADD)-informed configuration of a 3gpp-Sbi-Max-Rsp-Time header value includes receiving, at the NADD and from network functions (NFs), NF configuration details and copies of service-based interface (SBI) messages transmitted to and received by the NFs, determining service operation processing times of the NFs, and communicating, to an NF service consumer, NF analytics data including the service operation processing times and the NF configuration details. The method further includes automatically determining, by the NF service consumer and using the NF analytics data, a 3gpp-Sbi-Max-Rsp-Time header value for an SBI request message, adding, by the NF service consumer, the 3gpp-Sbi-Max-Rsp-Time header value to the SBI request message, and transmitting, by the NF service consumer, the SBI request message to a destination.

Abstract: A method includes receiving an image and classifying the image using a machine learning engine. The machine learning engine is trained using a training image, where the training image is labeled with a label associated with a three-dimensional volume responsive to one or more image factors for the training image satisfying one or more respective criteria. The image factor(s) include an image factor based on (1) the area of intersection between the three-dimensional volume and an image plane defined by the training image, and (2) the area of a projection of a face of the three-dimensional volume onto the image plane.

Abstract: A system and method reduce advertisement latency by executing a Software Development Kit (SDK) within a device-resident application. In response to an ad-placement request, the SDK simultaneously issues bid requests to (i) at least one mediation platform and (ii) multiple header-bidding partners (HBPs). The mediation platform is traversed through dynamically ordered floor-price groups until an ad fill is returned, allowing the SDK to infer an approximate mediation bid range from the group that produced the fill. In parallel, the SDK determines the highest HBP bid. Both the mediation-platform ad object and the HBP ad object—together with their respective bid information—are cached in volatile memory. The SDK then compares the highest HBP bid to an upper bound of the inferred mediation bid range, identifies the maximum bid, and instantly renders the cached ad object corresponding to that bid, thereby minimizing network latency while maximizing revenue.

Abstract: A method for NADD-assisted dynamic configuration of HTTP parameter settings at NFs includes receiving, at the NADD, SBI message feeds from a plurality of producer NFs. The method further includes determining, by the NADD and from at least one of the SBI message feeds, an HTTP parameter setting for one of the producer NFs. The method further includes communicating, by the NADD, the HTTP parameter setting to the producer NF. The method further includes receiving, by the producer NF and from the NADD, the HTTP parameter setting. The method further includes using, by the producer NF, the HTTP parameter setting to control traffic flow from a consumer NF to the producer NF.

Abstract: A method, system, apparatus, and architecture are provided for reacting to resource faults by deploying safety management unit (SMU) instances at a plurality of functional components, where each SMU instance is program code configured to monitor a first set of one or more resources assigned to run a first application; detect a fault at the first set of one or more resources; identify a second set of one or more resources for reallocation to the first application using a ranked listing of candidate resource sets, where each candidate resource set is capable of running the first application; and assign the second set of one or more resources to run the first application, where the ranked listing of candidate resource sets is dynamically updated based on runtime performance and health measures of resources in the candidate resource set.

Abstract: A method includes receiving an image and classifying the image using a machine learning engine. The machine learning engine is trained using a training image that is labeled with a label associated with a three-dimensional volume responsive to image metrics for the training image satisfying respective thresholds. The image metrics include a first image metric based on the training image and a projection of the three-dimensional volume, and a second image metric based on pixel intensity values associated with the training image.

Abstract: A primary device for managing a Call and Message Continuity (CMC) session includes a CMC controller configured to receive capability information of a plurality of secondary devices from a CMC server; receive a communication request message from a remote device, in which the communication request message includes a plurality of media parameters of the remote device; select a secondary device from the plurality of secondary devices by forwarding the communication request message comprising the plurality of media parameters to the CMC server; receive a communication accept message from the CMC server, wherein the communication accept message comprises at least one negotiated media parameter from the plurality of media parameters by the selected secondary device for the CMC session; forward the communication accept message received from the CMC server to the remote device; and initiate a media data transfer between the remote device and the selected secondary device.

Abstract: Systems, methods, and other embodiments associated with a framework for multi-entity detection, data sourcing, and processing are described. In one embodiment, a multi-entity processing method includes parsing an electronic document being processed in a processing flow for a first entity to detect that the document also concerns a second entity based on entity identifiers in the document. In response to the detection, the method determines an inter-entity agreement that governs processing between the first entity and second entity by matching attributes of the document against stored agreement data structures. The method automatically orchestrates processing of an inter-entity transaction between the first entity and the second entity by generating execution steps according to sequential and parallel dependencies specified by the inter-entity agreement.

Abstract: Gasket assemblies and related system and methods. An apparatus includes a system, a flow cell, and a plurality of gasket assemblies. The system includes a flow cell interface and the flow cell has one or more channels. Each channel has a first channel opening and a second channel opening. The first channel openings are positioned at a first end of the flow cell and the second channel openings are positioned at a second end of the flow cell. A gasket assembly coupled at each second channel opening. Each gasket assembly includes an adhesive stack and a gasket. The adhesive stack includes a first side bonded to the gasket and a second side bonded to the flow cell. The flow cell interface is engagable with the corresponding gaskets to establish a fluidic coupling between system and the flow cell.

Abstract: A transport climate control unit (CCU) includes an internal space, an outer housing containing the internal space, a climate control circuit, and a rechargeable electrical power source. The climate control circuit is located in the internal space. The internal space includes a first compartment defined by the outer housing. The rechargeable electrical power source is located in the first compartment of the outer housing. The rechargeable electrical power source is configured to supply electrical power that operates the climate control circuit to climate condition a climate controlled space. A transport climate control system includes a transport climate control unit attached to a transport unit.

Abstract: An SRAM architecture is disclosed that provides a process- and temperature-compensated word-line underdrive scheme enabling stable, low-voltage operation. Each row decoder generates an initial word-line signal, derives an inverse word-line signal, and drives the corresponding word line through driver circuitry including a word-line underdrive p-channel transistor. The transistor's gate is controlled by the inverse word-line signal and optionally receives a dynamically generated negative bias to reduce device size while maintaining performance. Control circuitry includes a word-line underdrive sink circuit having dummy memory cells that replicate bit-cell behavior to generate a compensated driver output signal tracking process and temperature variations. A negative bump generator produces a transient below-ground potential at the gate node to enhance underdrive efficiency.

Abstract: A method for network analytics data director (NADD)-assisted producer network function (NF) selection includes receiving, at the NADD and from consumer NFs, copies of service-based interface (SBI) messages transmitted to and received from producer NFs. The method further includes calculating, by the NADD, delay values associated with transport and processing of the SBI messages by the producer NFs. The method further includes providing, by the NADD, the delay values to a consumer NF. The method further includes using, by the consumer NF, the delay values to select a producer NF for processing an SBI request message originated or received by the consumer NF. The method further includes transmitting, by the consumer NF, the SBI request message to the producer NF.

Abstract: Methods, systems, and apparatuses include receiving input of a selection from a client device providing a graphical user interface and a recommendation interface, where the input of the selection includes an explicit attribute. Implicit attribute suggestions are generated based on the explicit attribute. The implicit attribute suggestions are sent to the client device. Attribute selections including at least one implicit attribute suggestion are received from the client device. Prompts are created based on the attribute selections. A generative language model is applied to the prompts. Content including a suggested user recommendation for the first user profile is output by the generative language model based on the prompts. The suggested user recommendation is sent to the client device to cause the suggested user recommendation to be presented on the recommendation interface.

Abstract: Methods and systems for responding to prompts related to financial events are described herein. A method performed by a server system includes determining, by a Large Language Model (LLM) associated with the server system, a prompt intent based, at least in part, on a prompt from a user. The method includes determining a prompt type of the prompt based, at least in part, on the prompt intent. The method includes identifying, by the LLM, prompt attributes associated with the prompt. The prompt attributes indicate information describing financial events associated with an entity. The method includes extracting relevant information associated with the entity from a database based on the prompt intent, the prompt type, and the prompt attributes. The method includes generating, by the LLM, a prompt response based, at least in part, on the relevant information and the prompt intent. The method includes transmitting the prompt response to the user.

Abstract: Disclosed herein are various embodiments for a cloud resources allocation system. An embodiment operates by determining that an application requests a plurality of instances to execute across one or more processors of a cloud services platform. One or more spare instances are requested to fulfill at least a portion of the plurality of instances, and an allocation of at least a subset of the requested one or more spare instances is received. An execution of the application is directed to the allocated subset of the one or more spare instances, including a first spare instance. A notification is received from the cloud services platform that the first spare instance is to be reallocated to a different process. A subsequent execution of the application is redirected to an on demand instance of the cloud services platform.

Abstract: Methods, systems, and devices for data management are described. A data management system (DMS) may provide backup and recovery services for customer computing systems or databases. The DMS may implement an active/passive partition scheme to enable reception of log files in a push manner and avoid frequent building and teardown of the stack to back up the database. The DMS may implement two storage partitions which alternate between an active and passive state. Received log files may be stored temporarily in a first storage partition in the active state. Once the first storage partition is transitioned to the passive state, the DMS may capture a snapshot of the storage partition and may store the snapshot. When the first storage partition is transitioned to the passive state, the second storage partition may be transitioned to the active state so that the DMS may continue to receive log files.

Abstract: In some embodiments, a compensation circuit is provided to reduce adverse effects of kickback voltages at reference inputs for comparator circuits in receiver cells.