From 69e071c47b34b70c645e2c4c7676ff7849e8e75d Mon Sep 17 00:00:00 2001 From: lizhenxing11 Date: Fri, 9 Sep 2022 15:52:55 +0800 Subject: [PATCH] add gala-antater introductions update --- README.md | 22 +++++++++++++++++++--- anteater_arch.png | Bin 0 -> 73806 bytes 2 files changed, 19 insertions(+), 3 deletions(-) create mode 100644 anteater_arch.png diff --git a/README.md b/README.md index c2e0962..925edbd 100644 --- a/README.md +++ b/README.md @@ -124,11 +124,27 @@ gala-gopher软件架构参考[这里](https://gitee.com/openeuler/gala-gopher/tr ## gala-anteater -定位 +### 定位 +* **异常检测**:针对操作系统,提供分钟级别的异常检测能力,能够及时发现潜在影响客户端时延的系统级异常,辅助运维人员,快速跟踪并解决问题。 +* **异常上报**:当发现异常行为,平台能够实时上报至Kafka,运维人员只需订阅Kafka消息队列,即可了解当前系统是否潜在风险。 -原理及术语 -安装及使用 +### 原理及术语 + +gala-anteater是一款基于AI的操作系统异常检测平台。主要涵盖时序数据预处理、异常点发现、以及异常上报等功能。基于线下预训练、线上模型的增量学习与模型更新,能够很好地适应于多维多模态数据故障诊断。 + +* 基本原理 + + 通过线上线下相结合,利用**在线学习**技术,实现模型的线下学习,线上更新,并应用于线上异常检测。 + + **Offline**: 首先,利用线下历史KPI数据集,经过数据预处理、特征选择,得到训练集;然后,利用得到的训练集,对无监督神经网络模型(例如Variational Autoencoder)进行训练调优。最后,利用人工标注的测试集,选择最优模型。 + + **Online**: 将线下训练好的模型,部署到线上,然后利用线上真实的数据集,对模型进行在线训练以及参数调优,然后利用训练好的模型,进行线上环境的实时异常检测。 + + ![](./anteater_arch.png) + +### 安装及使用 +参考[这里](https://gitee.com/openeuler/gala-anteater/blob/master/README.md) ## gala-inference diff --git a/anteater_arch.png b/anteater_arch.png new file mode 100644 index 0000000000000000000000000000000000000000..5f13d1510c8ba8048f813e85e68183a35edd2f48 GIT binary patch literal 73806 zcmeFZXEdDc7d|S9GNKKlgp3+3h>~by5WTlZg6ISpOc0$xqKh6i1c@$DV~pt0h3GW~ zqxU+xQO?NwzQ1=G*-eIP2N@W2A{OjWrgIp2uzb{z| z!hrVwaS6D`*7{%fzXOzW{^y^w{eS%P6~56sUJG$O=u;#AuOn)n7R8A>&ChvfgDamk zlh_vr(TzSQ7AUHuGBvR0s4E-&KR5ipu|t=SaGiq7|1skKFV4ih{WB#|2Z%5GuMa^P z*3tjC1U^v+6Z!XVf%r6(mYV;%8HnGc;_0pa-*>PJB^yxx=S%P<;lk{b@K()w$hPRPL3PmUFVhsb3MILP^6DBs) z0sL0#xQXHw(_Tu)L$l*%I#Ib(V5Sp=cYokxh;-&bku7WkHs~?f-DyStXYkfnDqEzHR25otWUNet}}2Za3@PVCpfIdqq%O|cN;Zn+w)F@!gob} zYE!oCX3D7oO1_|aIm1U3Nhn({NacV+!V0G{Jf^)EjROD9e+IV(x%txD7z8kUK)YKp 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