告警相关资料

http://abe.is/

Plato and the Problem with Timeseries
Outliers vs Probability Density Function Shifts

http://bugra.github.io/

Outlier Detection in Time-Series Signals using FFT and Median Filtering
Outlier Detection via Markov Chain Monte Carlo
Robust Regression and Outlier Detection via Gaussian Processes

http://mabrek.github.io/

27 Oct 2014 » Handling Seasonal Data with Outliers
12 May 2014 » Statistics for Monitoring: Correlation and Clustering
21 Apr 2014 » Statistics for Monitoring: Anomaly Detection (Part 2)
03 Mar 2014 » Statistics for Monitoring: Anomaly Detection (Part 1)
14 Feb 2014 » Statistics for Monitoring: Load Testing (Tuning)
11 Feb 2014 » Statistics for Monitoring: Data Properties
10 Feb 2014 » Statistics for Monitoring: Preface

http://www.itl.nist.gov/div898/handbook/index.htm

1. Exploratory Data Analysis
2. Measurement Process Characterization
3. Production Process Characterization
4. Process Modeling
5. Process Improvement
6. Process or Product Monitoring and Control
7. Product and Process Comparisons
8. Assessing Product Reliability

Baron Schwartz
http://www.xaprb.com/about/
https://wen.lu/#q=Baron+Schwartz+presentation

Brendan Gregg
http://dtrace.org/blogs/brendan/
https://wen.lu/#q=Brendan+Gregg+presentation

测试数据
http://gdash.wikimedia.org/dashboards/reqsum/
https://dumps.wikimedia.org/other/pagecounts-raw/
https://www.firebase.com/docs/open-data/
https://aws.amazon.com/datasets
http://www.datawrangling.com/some-datasets-available-on-the-web
http://datahub.io/dataset