构建以AIOps为核心的智能化质量保障运维体系.pdf

1、 2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?AIOps AIOps?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?24x7?standby?务?告?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?1.1.?2.

2、2.?3.3.?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?1.1.?2.2.?3.3.?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?！?务?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?-?的?的?-?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?2

3、024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?KNN?SVM?ARIMA?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?GRTAE?GRTVAE?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?AIOPSAIOPS 2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?Without Without?With With?99%?2024,Amazon W

4、eb Services,Inc.或其附属公司。保留所有权利。?GNNGNN?RLRL?AIGCAIGC 2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。GNN GNN?MPNNDeepGCN 2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。RL RL?2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。AIGC AIGC?ELMoULMFiTClaudeGPTBertPre-trainingAdaptiveBehavioralFine-tuningLoss on relevant da

5、taCross-entropy on task labelsModel specialised to target data/taskFine-trainingClassificationsequence labelingQ&A 2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?的?Serverless?S3?agentFirehoseQuicksightLambdaAIOPS?OPS Platform?Amazon RedshiftKinesis Data Stream?agentFirehoseRedshift Streaming IngestionR

6、edshiftSpectrumRedshift Streaming IngestionRedshift Query EditorClient?&?Bedrock?12354678Amazon NeptuneNLBKinesis Data Stream 2024,Amazon Web Services,Inc.或其附属公司。保留所有权利。?AI?AI AI?1010?务?务?AI AI?千?千?AI AI?2024,Amazon Web Services,Inc.或其附属公司。