Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-AIOps
A curated list of awesome academic researches and industrial materials about Artificial Intelligence for IT Operations (AIOps).
https://github.com/OpsPAI/awesome-AIOps
Last synced: 4 days ago
JSON representation
-
Datasets
-
Others
-
Industrial Materials
-
Benchmarks
-
Tools
- Outlier Detection
- Anomaly Detection
- Anomaly Detection
- Fault Injection
- Fault Injection
- Container Monitoring
- Anomaly Detection Labeling Tool
- Serverless App Dev. Framework
- Online Machine Learning
- Log Analytics
- AI for Cloud Operation
- Online Machine Learning
- Performance Monitoring
- Performance Testing Tool
- Alibaba Java Diagnostic Tool
- Online Machine Learning
-
Competitions
-
White Papers
-
Blogs & Tutorials & Magazines
-
Companies
-
-
Researchers
- Michael R. Lyu - us/research/people/dongmeiz/), Microsoft | [Pengfei Chen](http://sdcs.sysu.edu.cn/content/3747), SYSU | [Dan Pei](https://netman.aiops.org/~peidan/), Tsinghua |
- Xin Peng
- Ryan Huang
- Odej Kao
- Hongyu Zhang
-
Academic Materials
-
Papers
-
Survey & Empirical Study
-
Benchmarks
-
(Large) Language Models for IT Operations
-
Knowledge Graph for AIOps
-
Microservices and Serverless
-
Dependency and Tracing
-
Anomaly/Failure Detection
-
Root Cause Analysis
-
Incident and Alarm Management
-
Node, Disk, and Storage
-
VM Analysis and Management
-
Deployment
-
Sub Categories
Tools
16
(Large) Language Models for IT Operations
11
Blogs & Tutorials & Magazines
9
Survey & Empirical Study
8
Node, Disk, and Storage
7
Incident and Alarm Management
7
Companies
6
Benchmarks
5
Deployment
5
White Papers
4
Dependency and Tracing
3
Anomaly/Failure Detection
3
Workshops
3
Knowledge Graph for AIOps
3
Competitions
3
Courses
2
Microservices and Serverless
2
Root Cause Analysis
2
VM Analysis and Management
2
Talks
1
Keywords
anomaly-detection
4
kubernetes
3
fraud-detection
2
fault-injection
2
machine-learning
2
site-reliability-engineering
2
chaos-testing
2
anomaly
2
chaos-engineering
2
outlier-detection
2
outliers
2
python
2
time-series
2
unsupervised-learning
2
out-of-distribution-detection
1
novelty-detection
1
outlier-ensembles
1
neural-networks
1
python3
1
deep-learning
1
data-science
1
data-mining
1
data-analysis
1
autoencoder
1
terraform
1
skaffold
1
samples
1
sample-application
1
kustomize
1
istio
1
grpc
1
google-cloud
1
gke
1
gcp
1
serverless-applications
1
serverless-application-model
1
serverless
1
sam-specification
1
sam
1
lambda
1
aws-sam
1
aws
1
tagging-tool
1
shiny
1
r
1
labeling-tool
1
microservice
1
fault
1
alibaba
1
operator
1