Machine-Assisted Quality Assurance and Software Improvement

    公开(公告)号:US20190317885A1

    公开(公告)日:2019-10-17

    申请号:US16455380

    申请日:2019-06-27

    Abstract: Apparatus, systems, methods, and articles of manufacture for automated quality assurance and software improvement are disclosed. An example apparatus includes a data processor to process data corresponding to events occurring with respect to a software application in i) a development and/or a testing environment and ii) a production environment. The example apparatus includes a model tool to: generate a first model of expected software usage based on the data corresponding to events occurring in the development and/or the testing environment; and generate a second model of actual software usage based on the data corresponding to events occurring in the production environment. The example apparatus includes a model comparator to compare the first model to the second model. The example apparatus includes a correction generator to generate an actionable recommendation to adjust the development and/or the testing environment to reduce a difference between the first model and the second model.

    DEPLOYMENT OF RESOURCES IN MIXTURE OF EXPERTS PROCESSING

    公开(公告)号:US20250086424A1

    公开(公告)日:2025-03-13

    申请号:US18953955

    申请日:2024-11-20

    Abstract: Deployment of resources utilizing improved mixture of experts processing is described. An example of an apparatus includes one or more network ports; one or more direct memory access (DMA) engines; and circuitry for mixture of experts (MoE) processing in the network, wherein the circuitry includes at least circuitry to track routing of tokens in MoE processing, prediction circuitry to generate predictions regarding MoE processing, including predicting future token loads for MoE processing, and routing management circuitry to manage the routing of the tokens in MoE processing based at least in part on the predictions regarding the MoE processing.

    COMPUTER VISION PIPELINE MANAGEMENT IN PROGRAMMABLE NETWORK INTERFACE DEVICE

    公开(公告)号:US20250068457A1

    公开(公告)日:2025-02-27

    申请号:US18944987

    申请日:2024-11-12

    Abstract: An apparatus includes a host interface; a network interface; and a programmable circuitry communicably coupled to the host interface and the network interface, the programmable circuitry comprising one or more processors to implement network interface functionality and to: determine portions of a set of computer vision (CV) processes to be deployed on the programmable circuitry and a host device, wherein the host device to be communicably coupled to the programmable network interface device; access instructions to cause the portions of the set of the CV processes to be deployed on the host device and the programmable network interface device; and wherein a media processing portion of the set of the CV processes is to be deployed to the programmable circuitry, and wherein the programmable circuitry is to utilize media processing hardware circuitry hosted by the apparatus to perform the media processing portion.

    HYBRID AND ADAPTIVE COOLING MECHANISMS

    公开(公告)号:US20240407142A1

    公开(公告)日:2024-12-05

    申请号:US18799263

    申请日:2024-08-09

    Abstract: Hybrid and adaptive cooling systems are described. A method comprises selecting a cooling system type from a set of cooling system types of a hybrid cooling system to cool an electronic component of an electronic device, generating a control directive to activate a cooling component of the cooling system type, and performing thermal management of the electronic component of the electronic device using the cooling component of the cooling system type. Other embodiments are described and claimed.

    Management of microservices failover

    公开(公告)号:US11880287B2

    公开(公告)日:2024-01-23

    申请号:US18062950

    申请日:2022-12-07

    CPC classification number: G06F11/2025 G06F11/2028 G06F2201/85

    Abstract: Embodiments described herein are generally directed to intelligent management of microservices failover. In an example, responsive to an uncorrectable hardware error associated with a processing resource of a platform on which a task of a service is being performed by a primary microservice, a failover trigger is received by a failover service. A secondary microservice is identified by the failover service that is operating in lockstep mode with the primary microservice. The secondary microservice is caused by the failover service to takeover performance of the task in non-lockstep mode based on failover metadata persisted by the primary microservice. The primary microservice is caused by the failover service to be taken offline.

    Telemetry targeted query injection for enhanced debugging in microservices architectures

    公开(公告)号:US11750472B2

    公开(公告)日:2023-09-05

    申请号:US18067062

    申请日:2022-12-16

    CPC classification number: H04L41/5009 G06F9/45558 H04L43/55 G06F2009/45595

    Abstract: An apparatus to facilitate telemetry targeted query injection for enhanced debugging in microservices architectures is disclosed. The apparatus includes one or more processors to: identify contextual trace of a previous query recorded in collected data of a service, where microservices of the service responded to the previous query; access an interdependency flow graph representing an architecture and interaction of microservices deployed for a service; retrieve, based on the interdependency flow graph, telemetry data of the microservices corresponding to the contextual trace; identify, based on the telemetry data, an activation profile corresponding to the previous query, the activation profile detailing a response of the microservices to the previous query; compare the activation profile to a correlation profile for the previous query to detect whether an anomaly occurred in the service in response to the previous query; and recommend a modified query based on detection of the anomaly.

    MANAGEMENT OF MICROSERVICES FAILOVER
    49.
    发明公开

    公开(公告)号:US20230205652A1

    公开(公告)日:2023-06-29

    申请号:US18062950

    申请日:2022-12-07

    CPC classification number: G06F11/2025 G06F11/2028 G06F2201/85

    Abstract: Embodiments described herein are generally directed to intelligent management of microservices failover. In an example, responsive to an uncorrectable hardware error associated with a processing resource of a platform on which a task of a service is being performed by a primary microservice, a failover trigger is received by a failover service. A secondary microservice is identified by the failover service that is operating in lockstep mode with the primary microservice. The secondary microservice is caused by the failover service to takeover performance of the task in non-lockstep mode based on failover metadata persisted by the primary microservice. The primary microservice is caused by the failover service to be taken offline.

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