CPC G06F 16/258 (2019.01) [G06F 7/14 (2013.01); G06F 16/245 (2019.01)] | 20 Claims |
1. A data processing method performed by a computer network acting as a central cluster, the central cluster comprising multiple computer devices, the central cluster is communicatively connected to multiple edge clusters that are configured to dynamically start and destroy instances served by the central cluster, and each computer device being configured to run at least one of a transceiver component, a coordinated write component, and a database component, the transceiver component including an indicator proxy node; and the method comprising:
establishing, by the indicator proxy node, a persistent network connection to an edge cluster of the multiple edge clusters and maintaining, by the indicator proxy node, the persistent connection with the edge cluster via heartbeat packets;
receiving, by the transceiver component via the persistent network, collection indicator data sent by the edge cluster;
performing pre-aggregation processing on the collection indicator data to obtain pre-aggregated indicator data, including:
acquiring indicator information of the collection indicator data, wherein the collection indicator data includes round trip time (RTT) data and the indicator information includes an indicator attribute tag for the RTT data, and acquiring an indicator aggregation attribute;
performing indicator conversion on at least a subset of the collection indicator data that includes the round trip time (RTT) data whose indicator attribute tag matches the indicator aggregation attribute, to obtain the pre-aggregated indicator data, wherein the pre-aggregated indicator data has a size smaller than that of the subset of the collection indicator data; and
sending the pre-aggregated indicator data to the coordinated write component;
converting, by the coordinated write component, the pre-aggregated indicator data into conversion indicator data that has a target storage format supported by the database component;
performing, by the coordinated write component, merging processing on the conversion indicator data to obtain storage indicator data; and
writing, by the database component, the storage indicator data into a storage disk.
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