aiops

There are 61 repositories under aiops topic.

SeldonIO / seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
kubernetes machine-learning deployment serving mlops aiops machine-learning-operations production-machine-learning
Language:HTML 4236
keep
keephq / keep
The open-source alert management and AIOps platform
alarm alarms alerting alerts monitoring monitoring-tool python python3 aiops workflow-automation
Language:Python 2955
alibaba / SREWorks
Cloud Native DataOps & AIOps Platform | 云原生数智运维平台
kubernetes sre application saas cloudnative dataops aiops oam engineering maintenance operation ops devops k8s flink
Language:Java 1712
baiyutang / meetup
【❤️ 互联网最全大厂技术分享PPT 👍🏻 持续更新中！】🍻各大技术交流会、活动资料汇总，如 👉QCon👉全球运维技术大会 👉 GDG 👉 全球技术领导力峰会👉大前端大会👉架构师峰会👉敏捷开发DevOps👉OpenResty👉Elastic，欢迎 PR / Issues
aiops awsome awsome-list devops docker golang k8s openresty ppt rust soa
Language:Go 1649
Tencent / Metis
Metis is a learnware platform in the field of AIOps.
aiops javascript learnware metis python typescript uweb
Language:Python 1647
linjinjin123 / awesome-AIOps
AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
aiops root-cause-analysis time-series-analysis machine-learning deep-learning alarm-reduction anomaly-detection
1486
logpai / loglizer
A machine learning toolkit for log-based anomaly detection [ISSRE'16]
aiops anomaly-detection failure-diagnosis log-analysis machine-learning
Language:Jupyter Notebook 1230
chenryn / aiops-handbook
Collection of slides, repositories, papers about AIOps
aiops kpi anomalydetection
1165
dillionverma / llm.report
📊 llm.report is an open-source logging and analytics platform for OpenAI: Log your ChatGPT API requests, analyze costs, and improve your prompts.
aiops gpt-3 gpt-4 llm llmops mlops nextjs nodejs open-source openai react shadcn-ui typescript
Language:TypeScript 830
codefuse-ai / codefuse-chatbot
An intelligent assistant serving the entire software development lifecycle, powered by a Multi-Agent Framework, working with DevOps Toolkits, Code&Doc Repo RAG, etc.
multi-agent tool-learning aiops code-repo-analysis code-repo-generation devops gpt knowledge-graph rag chatbot langchain
Language:Python 823
onepanelio / onepanel
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
deeplearning pipelines machinelearning jupyterlab tensorflow pytorch tensorboard computer-vision mlops workflows aiops annotation hyperparameter-tuning inference training labeling ai etl
Language:Go 705
logpai / awesome-log-analysis
A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
aiops anamoly-detection bug-finding failure-diagnosis fault-localization log-analysis
679
baidu / NoahV
An efficient front-end application framework based on vue.js
vue vuejs framework noahv visualization scaffold efficient template dashboard monitor aiops devops
Language:JavaScript 638
logpai / Drain3
A robust streaming log template miner based on the Drain algorithm
template-mining drain log aiops anomaly-detection clustering machine-learning observability log-clustering
Language:Python 398
d0ng1ee / logdeep
log anomaly detection toolkit including DeepLog
log-analysis anomaly-detection aiops deeplog log-anomaly pytorch sequence-prediction failure-detection
Language:Python 371
jixinpu / aiopstools
The fundamental package for AIops with python.
aiops timeseries-forecasting anomaly-detection association-analysis
Language:Python 364
salesforce / logai
LogAI - An open-source library for log analytics and intelligence
ai aiops log-analysis log-intelligence machine-learning anomaly-detection benchmarking python
Language:Python 353
rancher / opni
Multi Cluster Observability with AIOps
kubernetes aiops observability logging monitoring
Language:Go 325
AICoE / log-anomaly-detector
Log Anomaly Detection - Machine learning to detect abnormal events logs
artificial-intelligence log anomaly-detection machine-learning-algorithms word2vec som gensim stream-processing kubernetes aiops
Language:Jupyter Notebook 304
mysqlconfigurer
Releem / mysqlconfigurer
Releem is a simple MySQL tuning tool to improve database performance and reduce servers costs.
mysql aiops performance-tuning mysql-performance mysql-server mysqltuner percona-server mariadb mariadb-performance performance-optimization mysql-tuner percona mariadb-server mysqltuner-report linux bash mysql-configuration mysql-status
Language:Go 228
whylabs / whylogs-java
Profile and monitor your ML data pipeline end-to-end
ai-pipelines approximate-statistics dataset data-quality statistics whylogs aiops mlops spark apache-spark java statistical-properties calculate-statistics
Language:Java 176
keikoproj / active-monitor
Provides deep monitoring and self-healing of Kubernetes clusters
kubernetes argo-workflows metrics prometheus-metrics healthcheck kubernetes-cluster kubernetes-controller kubernetes-tools self-healing remedy machine-learning healthcheck-workflow workflow aiops
Language:Go 170
logpai / Log3C
Log-based impactful problem identification using machine learning [FSE'18]
log-analysis anomaly-detection problem-identification aiops kpi
Language:Python 169
LiaoWenzhe / Aiops-Learning-Resources
收集AIOPS（智能运维），时间序列，异常检测，关联分析，告警收敛，根因分析，数据挖掘，机器学习，深度学习的学习资源。欢迎star。Collect learning resources for AIOPS (Intelligent Operation and Maintenance), time series, anomaly detection, correlation analysis, alarm convergence, root cause analysis, data mining, machine learning, and deep learning. Welcome star.
aiops anomaly-detection data-mining machine-learning time-series
155
CloudWise-OpenSource / GAIA-DataSet
GAIA, with the full name Generic AIOps Atlas, is an overall dataset for analyzing operation problems such as anomaly detection, log analysis, fault localization, etc.
ai aiops analysis dataset devops metrics ops
149
traas-stack / kapacity
An open cloud native capacity solution which helps you achieve ultimate resource utilization in an intelligent and risk-free way.
aiops autoscaling capacity cloud-native finops green-computing hpa kubernetes monitoring risk-mitigation time-series-forecasting
Language:Go 148
athina-ai / athina-sdk
LLM Testing SDK that helps you write and run tests to monitor your LLM app in production
aiops llm llm-test llmops mlops monitoring testing-tools
Language:Python 129
IntelligentDDS / awesome-papers
Awesome-papers is a collection of awesome papers about cloud computing including resource management, serverless, microservice, observerbility and so on.
papers cloud aiops observability resource-management microservice serverless
84
R3gm / InsightSolver-Colab
InsightSolver: Colab notebooks for exploring and solving operational issues using deep learning, machine learning, and related models.
ai-ops aiops colab-notebook colorization computer-vision deep-learning llm machine-learning stable-diffusion text-to-speech object-detection autogpt llama-2 llama-cpp
Language:Jupyter Notebook 83
kylechenoO / AIOPS_PLATFORM
An Artificial Intelligence Platform for IT Operations.
machine-learning devops aiops deep-learning nlp-machine-learning
Language:Python 73
Impetus / jumbune
Jumbune, an open source BigData APM & Data Quality Management Platform for Data Clouds. Enterprise feature offering is available at http://jumbune.com. More details of open source offering are at,
hadoop-cluster yarn yarn-hadoop-cluster optimization-framework hadoop hadoop-monitor data-quality data-analysis devops-tools developer-tools monitoring-tool hadoop-monitoring cluster-monitoring apm aiops
Language:Java 71
awesome-mlops / awesome-ml-experiment-management
A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀
aiops awesome awesome-list data-science dataops datascience deep-learning experiment-management experiment-tracking kubernetes machine-learning ml-lifecycle mlops model-management model-registry orchestration
59
awesome-mlops / awesome-ml-monitoring
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
mlops aiops dataops datascience machine-learning concept-drift data-cleaning data-drift data-management data-monitoring data-quality data-science deep-learning machine-learning-platform model-drift model-explainability model-management model-monitoring model-performance
51
MichaelYin1994 / aiops-competition-solutions
鱼丸粗面参加的阿里云 && PAKDD AIOps挑战赛系列解决方案、答辩文档、代码
aiops pakdd machine-learning tianchi-competition
Language:Python 47
GitDataAI / jiaozifs
An Git-like version control file system for data lineage & data collaboration.
data-collaboration data-versioning aiops data-mesh data-product dataops digital-twins enterprise-datahub mlops federated-learning data-lake-management data-version-control data-lake datalake git-for-data git-filesystem jiaozifs version-controlled-filesystem data-lineage
Language:Go 45
SkyAPM / aiops-engine-for-skywalking
This is an incubating repository of the Apache SkyWalking AIOps Engine
aiops machine-learning metrics monitoring observability skywalking
Language:Jupyter Notebook 36

aiops

SeldonIO / seldon-core

keephq / keep

alibaba / SREWorks

baiyutang / meetup

Tencent / Metis

linjinjin123 / awesome-AIOps

logpai / loglizer

chenryn / aiops-handbook

dillionverma / llm.report

codefuse-ai / codefuse-chatbot

onepanelio / onepanel

logpai / awesome-log-analysis

baidu / NoahV

logpai / Drain3

d0ng1ee / logdeep

jixinpu / aiopstools

salesforce / logai

rancher / opni

AICoE / log-anomaly-detector

Releem / mysqlconfigurer

whylabs / whylogs-java

keikoproj / active-monitor

logpai / Log3C

LiaoWenzhe / Aiops-Learning-Resources

CloudWise-OpenSource / GAIA-DataSet

traas-stack / kapacity

athina-ai / athina-sdk

IntelligentDDS / awesome-papers

R3gm / InsightSolver-Colab

kylechenoO / AIOPS_PLATFORM

Impetus / jumbune

awesome-mlops / awesome-ml-experiment-management

awesome-mlops / awesome-ml-monitoring

MichaelYin1994 / aiops-competition-solutions

GitDataAI / jiaozifs

SkyAPM / aiops-engine-for-skywalking