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
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?