摘要如下：风险提前治理：故障次数下降 超60%，月度故障从13.67次降至5次。快速定位根因：MTTR（平均修复时间）缩短 50%，总故障时长从4470分钟降至2079分钟。告警智能收敛：实现 98.8% 的告警收敛率，有效避免“告警风暴”。资源精准治理：单月回收闲置虚拟机，节省成本约 30万元，折合物理机8–9台。技术栈优势：基于 Bonree ONE 一体化可观测平台，集成无监督知识图谱、全链路追踪、智能拓扑等能力，支持500+技术框架、20万+探针并发。白皮书以博睿数据自身运维实践为案例，展示了如何通过“主动运维”模式，在复杂分布式环境下显著提升系统可靠性、降低运营开销，并给出了可复制的实施路径与工具链建议。[图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840072[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840073[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840074[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840075[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840076[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840077[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840078[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840079[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840080[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840081[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840082[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840083[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840084[图片][图片]https://jdc100.huawei.com/CommunityGatewayService/com.huawei.ipd.sppm.jdcforum:JDCCommunityUserService/CommunityUserService/user/attachment/v1/download?aid=2009293356714840085[图片]