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Hi there 👋

  • 🔭 I graduate from Software Engineering, Zjut(Zhejiang university of technology).
  • 🤔 Now, I am a graduate student of computer technology in ECUST(East China University Of Science and Technology).
  • 😄 I tried to be an operating system kernel development engineer and participate in openEuler community on 2021.10 - 2022.7.
  • 😄 I has worked in RedBook's Observable Technology Group from June to October.
  • 🌱 I’m currently researching time series anomaly detection for AIOps.
  • 👯 I’m interested in open source project, observable domain and cloud native.
  • ⚡ Past I dive into apache skywalking.
  • ⚡ Future I hope I can dive into k8s, prometheus and many other observable domain projects.
  • 📫 How to reach me: my email is [email protected].

叶梦飞's Projects

anomaly-transformer icon anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

cat icon cat

CAT 作为服务端项目基础组件,提供了 Java, C/C++, Node.js, Python, Go 等多语言客户端,已经在美团点评的基础架构中间件框架(MVC框架,RPC框架,数据库框架,缓存框架等,消息队列,配置系统等)深度集成,为美团点评各业务线提供系统丰富的性能指标、健康状况、实时告警等。

cikm22-tfad icon cikm22-tfad

Source code of CIKM'22 paper: TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis

client_java icon client_java

Prometheus instrumentation library for JVM applications

coca icon coca

Deep Contrastive One-Class Time Series Anomaly Detection

diffad icon diffad

Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models

donut icon donut

WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications

dubbo icon dubbo

Apache Dubbo is a high-performance, java based, open source RPC framework.

dubbo-admin icon dubbo-admin

The ops and reference implementation for Apache Dubbo

friday icon friday

java runtime decompiler (java实时反编译工具)

ganf icon ganf

Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)

gdn icon gdn

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

gta icon gta

Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT

hai icon hai

HIL-based Augmented ICS (HAI) Security Dataset

howtocook icon howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

javaguide icon javaguide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试,首选 JavaGuide!

kubernetes icon kubernetes

Production-Grade Container Scheduling and Management

label3d icon label3d

annotation tool for 3D urban scene dataset

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