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aiops-challenge-2020-data's Introduction

AIOps-Challenge-2020-Data

The published dataset of AIOps Challenge 2020

Stage One

  1. Tsinghua Cloud Download
  2. Google Drive Download

Last Updated on 2020-10-19. md5sum: fac7fe1b4e048c81ef88874334b73534

Stage Two

Not Available

CREDIT

AIOps Challenge

LICENSE

Unless otherwise agreed by the organizers and the contestant, the contestant shall ensure that it only uses the basic data for non-commercial purposes such as scientific research or classroom teaching, and take full responsibility for the use of conversion basic data, also ensure the organizer and its affiliated party are free from expenses or litigation caused by the any use of basic data.

Descripion of the Dataset

  • 故障整理(预赛).csv. Each line describes a failure with its time, fault type, fault locazation, etc.
  • AIOps挑战赛数据/2020_*_*.zip contains the data in the corresponding day. The three subfolders contains three different types of metrics.
    • 业务指标 means business metrics, 平台指标 means infrastrure metrics, and 调用链指标 means traces.
    • For traces, id means span ID, and pid means parent span ID. You can refer to https://opentracing.io/docs/overview/spans/ for the definitation of traces and spans.

aiops-challenge-2020-data's People

Contributors

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aiops-challenge-2020-data's Issues

Creation of PBS Server Accounts

Creation of PBS server Accounts to access GPUS through PBS
User information
Username-

  1. Activity Type-Research
  2. Task Type- Model Training
  3. Project Name-24_DA_NPU_GPU_ISP_SRID
  4. Service Name-Image enhancement

Activity Information

1.Hard Disk Space Required-50GB
2.GPUs-2
3.CPUs-2
4.Memory-16GB CPU RAM

数据集

您好,打扰了,这是初赛的数据集还是复赛的数据集呢?

Creation of PBS server Accounts

Creation of PBS server Accounts to access GPUS through PBS
User information
Username-"AmitGogia-Product"/Device Solutions Group

  1. Activity Type-Research
  2. Task Type- Model Training
  3. Project Name-24_DA_NPU_GPU_ISP_SRID
  4. Service Name-Image enhancement

Activity Information

1.Hard Disk Space Required-50GB
2.GPUs-2
3.CPUs-2
4.Memory-16GB CPU RAM

关于故障注入的一些问题

您好,数据集压缩包中的data_release_v3.5.zip中只包含5月22日之后注入的故障信息,但是4月的一些数据(比如4月11日)的故障信息并没有在数据集中说明。

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