Duplicate from Lemma-RCA-NEC/Cloud_Computing_Preprocessed

Co-authored-by: Zhengzhang Chen <KnowledgeDiscovery@users.noreply.huggingface.co>

.gitattributes

@@ -0,0 +1,55 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text

Log Data/20231207.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:72563cc9a78f3398a7fd37c5fbb1e06fe63ab18af6de24d3c6e2d26ca289c587
+size 277339693

Log Data/20231221.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77e63abd15f5acf92b4fe53511d28583743eb1d705e2d6dce6421f9b826ef428
+size 1502855434

Log Data/20240115.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dfbf27175282a0d11b94aaaa8e35701f356569992bdd539283b15c468860f7d
+size 2283508927

Log Data/20240124.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb7d48f3ecfd287cce0008218dd3d7ea63804e7bfe0362c191057242fed00dff
+size 839493

Log Data/20240215.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:805a948c43306cd2ef63bfc782446ad9489c56a1759cd22deb9ab3c5ae6d18cd
+size 47710432

Metrics Data/20231207.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17f6b57e75ab38e1657f3324ed91b71d5ab3540ed6cea93c23324f696a228b27
+size 36190702

Metrics Data/20231221.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15c9df886bdda1b328946e9b3b5b666c3e516d6d314966fdbbc5d625a08a6181
+size 87942904

Metrics Data/20240115.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87061dc1630e8738ca81951d700b3a86688fd6aea801d77511efce75aa0bffb9
+size 193081082

Metrics Data/20240124.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4de2600a17760767c9f75fe3010847457884e0072537a020edf6da1fd1def2f
+size 109462305

Metrics Data/20240207.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f6bd3cecc13f9900fd639ae709056b3b8d5f7a090d44634eb54a1a34ba92c9b
+size 197312252

Metrics Data/20240215.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2fea891eefbd7706b38b4caca2f6834cdaa7ef0b30dc26f9363a2fdcaad48d4
+size 1281241

README.md

@@ -0,0 +1,46 @@
+---
+license: cc-by-nc-4.0
+tags:
+- root cause analysis
+- microservice system
+- multi-modal learning
+- time series analysis
+- log analysis
+pretty_name: Cloud Computing Data
+size_categories:
+- 100M<n<1B
+task_categories:
+- time-series-forecasting
+---
+
+## Data Description:
+
+Preprocessed system metrics and log data from Cloud Computing Platform.
+
+Constructed the metric time series (as npy format) from the original metrics data (Json format). 
+
+Extracted the log messages from the original log data (Json format). Parsed the log messages into log event templates. 
+
+Note: 20240207 data does not contain EKS log data; it solely comprises CloudTrail log data in CSV format. Consequently, this dataset does not require preprocessing with a log parser.
+
+## Timezone Note (Important)
+
+PPTX scenario slides use Japan Standard Time (JST) for measurement periods and failure timestamps, because the real testbed is located in Japan and failures were recorded locally.
+
+All metric and log data are timestamped in UTC.
+
+This means there is a 9-hour offset between the PPTX timestamps and the data files.
+For example:
+11:30 JST → 02:30 UTC
+
+When aligning ground truth with the metric/log data, please convert all PPTX times from JST to UTC.
+
+
+## Citation:
+
+Lecheng Zheng, Zhengzhang Chen, Dongjie Wang, Chengyuan Deng, Reon Matsuoka, and Haifeng Chen: LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis. CoRR abs/2406.05375 (2024)
+
+
+## License:
+
+cc-by-nd-4.0: NoDerivatives.