DeepLog

DeepLog copied to clipboard

Reproducing from the HDFS logs including parsing and encoding

10

The data in this repo is already encoded. I tried looking through the other issues to get an understanding of how to reproduce the results using the original HDFS dataset...

c1505

Online learning support

4

Hi, thanks for the great work. I read in the paper there is a strong support in their algorithm for online learning, which means the model can update itself in...

okazelnik

How to decide number of candidates

1

I trained the model on my custom dataset in which each line contains 3 events (e1, e2, e3) (a tri-gram) where I want to predict e3 based on e1 and...

alishan2040

博主您好，我想用您的deeplog来做一个系统，但我并不能完全理解您的代码，我想请求您的帮助，如果可以的话能不能加一个您的联系方式呢？

211ly

Model Performance is just 88%

7

I trained the model using parameters in the paper for 300 epochs, but the final training accuracy is just 88%, and the testing F1-score is 88%. Could you please give...

lisn3

predict script now also uses cuda for more performance

gutjuri

'model/Adam_batch_size=2048_epoch=300.pt'

2

when i runin LogKeyModel_predict.py ，program remind FileNotFoundError: [Errno 2] No such file or directory: 'model/Adam_batch_size=2048_epoch=300.pt' How to solve this problem

keidododo

Change the line in test_data

2

Hi @wuyifan18，thank you for the great tool.It performs very well,but i have a question about the time when i should change the line in train_data such as hdfs_test_abnormal. I have...

16jsj107

Question regarding the predicted variable

7

Yifan, **Source**: LogKeyModel_predict.py In the code below, can you please explain the difference between the output and predicted variables? Is output the same as predicted except it being sorted in...

nagsubhadeep

Memory Error while running the training code

3

Hi @wuyifan18 , thank you for the great tool. It works perfectly with a very small dataset, but whenever I try running it with a larger dataset I get this...

Rufaida94