SYNTHETIC DATA GENERATION FOR ENHANCED MICROSERVICE DEBUGGING IN MICROSERVICES ARCHITECTURES

    公开(公告)号:US20230195601A1

    公开(公告)日:2023-06-22

    申请号:US17557953

    申请日:2021-12-21

    Abstract: An apparatus to facilitate synthetic data generation for enhanced microservice debugging is disclosed. The apparatus includes one or more processors to: load a filter for a synthetic data generator for a service deployed in a datacenter system, the filter configured for the service based on service policies; prioritize synthetic parameters of the filter based on service parameters used to model microservices deployed for the service; generate a synthetic dataset for ingestion using the prioritized synthetic parameters in the filter of the synthetic data generator, the synthetic dataset generated by applying the synthetic parameters of the filter to an original infield dataset of the service; demultiplex the synthetic dataset in response to a synthetic activation profile generated using the synthetic dataset matching one or more monitored previous activation profiles of the service; and reverse map the demultiplexed synthetic dataset to match to original data in the original infield dataset.

    Telemetry targeted query injection for enhanced debugging in microservices architectures

    公开(公告)号:US11558265B1

    公开(公告)日:2023-01-17

    申请号:US17557937

    申请日:2021-12-21

    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.

    TECHNOLOGIES FOR ACCELERATED HIERARCHICAL KEY CACHING IN EDGE SYSTEMS

    公开(公告)号:US20220200788A1

    公开(公告)日:2022-06-23

    申请号:US17561558

    申请日:2021-12-23

    Abstract: Technologies for accelerated key caching in an edge hierarchy include multiple edge appliance devices organized in tiers. An edge appliance device receives a request for a key, such as a private key. The edge appliance device determines whether the key is included in a local key cache and, if not, requests the key from an edge appliance device included in an inner tier of the edge hierarchy. The edge appliance device may request the key from an edge appliance device included in a peer tier of the edge hierarchy. The edge appliance device may activate per-tenant accelerated logic to identify one or more keys in the key cache for eviction. The edge appliance device may activate per-tenant accelerated logic to identify one or more keys for pre-fetching. Those functions of the edge appliance device may be performed by an accelerator such as an FPGA. Other embodiments are described and claimed.

    CLOCK GATING AND CLOCK SCALING BASED ON RUNTIME APPLICATION TASK GRAPH INFORMATION

    公开(公告)号:US20220197613A1

    公开(公告)日:2022-06-23

    申请号:US17692405

    申请日:2022-03-11

    Abstract: An apparatus to facilitate clock gating and clock scaling based on runtime application task graph information is disclosed. The apparatus includes a processor to: receive, from a compiler, a bitstream generated from code of an application, the bitstream related to a workload of the application; generate a task graph of the application using at least part of the bitstream, the task graph to represent one of a relationship and dependency of the code; program the bitstream to an accelerator device, wherein the bitstream to configure the accelerator device to support the workload of the application; execute one or more kernels of the code using the accelerator device; identify one or more optimizations for the accelerator device based on the task graph of the application; and transmit a command to cause the one or more optimizations to be implemented in the at least one region of the accelerator device.

    METHODS AND APPARATUS TO CONDITIONALLY ACTIVATE A BIG CORE IN A COMPUTING SYSTEM

    公开(公告)号:US20220113978A1

    公开(公告)日:2022-04-14

    申请号:US17560025

    申请日:2021-12-22

    Abstract: Methods, apparatus, and articles of manufacture to conditionally activate a big core in a computing system are disclosed. An example apparatus including instructions stored in the apparatus; and processor circuitry to execute the instructions to: in response to a request to operate two or more processing devices as a single processing device, determine whether the two or more processing devices are available and capable of executing instructions according to the request; when the two or more processing devices are available and capable: split the instructions into first sub-instructions and second sub-instructions; provide (a) the first sub-instructions to a first processing device of the two or more processing devices and (b) the second sub-instructions to a second processing device of the two or more processing devices; and generate an output by combining a first output of the first processing device and a second output of the second processing device.

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