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mcd01 / arvalus-experiments

Data / Scripts for the paper "Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies" accepted to the CloudIntelligence Workshop at ICSE 2021.
MIT License
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Why the data are all zero? #1

Open Jun-jie-Huang opened 1 year ago

Jun-jie-Huang commented 1 year ago

Hi, I was trying to use your repo but I found there something wrong with the .csv files in data/raw. I found the number of the columns are zero? Did I miss something?

mcd01 commented 1 year ago

Thank you @Jun-jie-Huang for reaching out! Indeed, the data in this repository is all zero since we worked with synthetic data. We only borrow from the data structure (i.e. the column names etc.), but the overall data is synthesized (this is done in this class: https://github.com/mcd01/arvalus-experiments/blob/main/code/src/helpers/synthesizer.py). You can find additional information in our associated paper: https://ieeexplore.ieee.org/document/9526996

Sorry for the inconvenience!