alibaba / alibaba/clusterdata

Request for Min-Max Scaling Constants: Alibaba Microservice Trace v2022

Open
#252 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Jupyter Notebook
Stars
2.2k
Forks
482
PR merge metrics
No merged PRs in 30d

Description

Hello Alibaba ClusterData Team,
I am currently using the v2022 Microservice Trace for a research project focused on real-time workload forecasting.
I have encountered a challenge when moving from model training to the deployment/inference phase. Because the resource and MCR values in the dataset are Min-Max scaled to the [0, 1] range, I need the original Minimum and Maximum constants to properly scale my real-time telemetry data before feeding it into the model.
Could you please provide the scaling constants (min/max) used for the following columns in the v2022 release?
- MSResource Table: cpu_utilization, memory_utilization
- MSRTMCR Table: providerrpc_mcr, http_mcr, providermq_mcr

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by reviewing the v2022 MSResource and MSRTMCR tables and any available scaling metadata. Confirm the minimum and maximum constants for the listed CPU, memory, and MCR columns, then provide or document them so real-time telemetry can be scaled consistently.

Written by the indexing model from the issue text.

Assessment

Domain
data
Issue type
Documentation
Difficulty
3/5
Estimated time
1-2 days
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
35/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.