ROOT CAUSE ANALYSIS METHOD, APPARATUS AND SYSTEM IN CLOUD ENVIRONMENT

    公开(公告)号:US20240202063A1

    公开(公告)日:2024-06-20

    申请号:US18544720

    申请日:2023-12-19

    Inventor: Young Han KIM

    CPC classification number: G06F11/079 G06F11/0793

    Abstract: A root cause analysis system for analyzing a root cause in a cloud environment comprises: an infra controller searching a data source endpoint, and bringing address and port information of the data source endpoint when a monitoring agent is installed in a plurality of clusters; a monitoring module registering the address and port information of the data source endpoint according to a request of the intra controller, and collecting data from the monitoring agent in real time; a prediction and localization module predicting an abnormal accident in the plurality of clusters by inputting the data collected in real time into a machine learning-based prediction model, and searching a root cause of the abnormal accident by using a feature score and a log score for a metric of the abnormal accident; and a remediation (treatment) module performing a preliminary recovery process according to the searched root cause.

    METHOD FOR PROCESSING DATA BY EDGE NODE IN NETWORK INCLUDING PLURALITY OF TERMINALS AND EDGE NODE

    公开(公告)号:US20210120095A1

    公开(公告)日:2021-04-22

    申请号:US16798972

    申请日:2020-02-24

    Abstract: The present disclosure provides a method for processing data by an edge node including: receiving a data request from an application; confirming whether first data corresponding to the data request is included in a content storage of the edge node;
    confirming whether there is second data having a correlation with the first data which is equal to or higher than a predetermined threshold value based on a previously stored mapping table when the first data is not included in the content storage of the edge node; and transmitting the second data to the application when there is the second data having the correlation with the first data which is equal to or higher than the threshold value.

    AUTO SCALING METHOD AND DEVICE CONSIDERING APPLICATION SERVICE RESPONSE TIME

    公开(公告)号:US20250028562A1

    公开(公告)日:2025-01-23

    申请号:US18432433

    申请日:2024-02-05

    Abstract: An auto scaling device includes a processor; and a memory connected to the processor, wherein the memory stores program instructions executed by the processor to restrict resources of pods distributed according to setting of an initial resource quota in a name space, collect a monitoring metric of an application for which service is requested, determine whether to change a resource quota by using the collected monitoring metric, a recent data reflection rate of a service predetermined in a custom resource, a service level agreement (SLA) of a service, and an SLA threshold when the resources of the pods are insufficient, and update an initial resource quota in the name space to a first resource quota when the change of the resource quota is required.

    SERVERLESS COMPUTING METHOD AND APPARATUS BASED ON MUTUAL MONITORING BETWEEN NETWORK EDGES

    公开(公告)号:US20240243969A1

    公开(公告)日:2024-07-18

    申请号:US18011690

    申请日:2022-02-24

    CPC classification number: H04L41/0816

    Abstract: The present invention relates to a serverless computing method and apparatus, and more particularly, to a serverless computing method and apparatus using mutual monitoring between network edges. The serverless computing method according to one embodiment of the present invention comprises monitoring, by an event handler of the first network edge, an event occurring in the second network edge, generating, by an event generating module of the second network edge, an event response signal through filtering on the event in response to the event occurring, transmitting, by an event delivery module of the second network edge, the event response signal to the event handler of the first network edge, and scaling an application, by an auto-scaler, in the first network edge based on the event response signal.

    METHOD FOR PROVIDING EDGE COMPUTING SERVICE AND APPARATUS FOR EDGE COMPUTING SERVICE

    公开(公告)号:US20240179223A1

    公开(公告)日:2024-05-30

    申请号:US18514130

    申请日:2023-11-20

    Inventor: Young Han KIM

    CPC classification number: H04L67/63 H04L67/1012 H04W12/06

    Abstract: An edge computing service-providing method and an apparatus for the same are disclosed. An infrastructure information apparatus for an edge computing service located in a control plane of a mobile communication network comprises an API server that receives a user plane function (UPF) selection request message from a session management function (SMF) of the mobile communication network when there is an edge computing service request from a user equipment (UE), a local database that stores at least one of a plurality of service names, a plurality of service identifiers corresponding to the plurality of service names, a plurality of MEC (multi-access edge computing) server identifiers, resource status information for each of the plurality of MEC servers, a UPF identifier for connection to each of the plurality of MEC servers, and a user terminal identifier connected to each of the plurality of MEC servers, and an analyzer that selects an optimal MEC server for providing the requested edge computing service through information stored in the local database or through query and response with an information system in a cloud computing infrastructure or Internet infrastructure, wherein the API server transmits a response message including a UPF identifier for connection to the selected optimal MEC server to the SMF.

    SYSTEM AND METHOD FOR CONFIGURING CLUSTER OF VIRTUALIZATION NETWORK FUNCTIONS

    公开(公告)号:US20200084110A1

    公开(公告)日:2020-03-12

    申请号:US16560110

    申请日:2019-09-04

    Abstract: According to one embodiment of the present invention, a system for configuring a cluster of virtualization network functions (VNFs) includes an infrastructure driver configured to register virtualized infrastructure managers (VIMs) of multiple sites distributed across a network, a monitoring tool configured to collect monitoring information through the registered VIMs, a request queue configured to receive a clustering request message, a network functions virtualization (NFV) embedder configured to define a resource requirement necessary for cluster creation using the monitoring information according to the clustering request message, a policy manager configured to form a clustering template according to the resource requirement, and a clustering engine configured to transmit a request for configuring a cluster to the VIMs according to the clustering template.

    APPARATUS, METHOD, AND SYSTEM FOR DYNAMIC POD AUTOSCALING IN A SERVERLESS COMPUTING ENVIRONMENT

    公开(公告)号:US20240205290A1

    公开(公告)日:2024-06-20

    申请号:US18515505

    申请日:2023-11-21

    CPC classification number: H04L67/101 H04L67/1008

    Abstract: An apparatus, method, and system for dynamic pod autoscaling in a serverless computing environment are disclosed. A dynamic pod autoscaling apparatus in a serverless computing environment comprises a processor; and a memory connected to the processor, wherein the memory stores program instructions for performing operations comprising registering, if there is a service request, a predefined first target value, collecting concurrency/rps (request per second) information of a first number of pods corresponding to the number of replica sets that is pod autoscaled according to the first target value, calculating the first target value as a second target value using the concurrency/rps information and average resource usage of the pod, dynamically changing the number of replica sets from the first number to a second number through the second target value.

Patent Agency Ranking