6G-SANDBOX PowerStorm experiment dataset

Datasets from the evaluation of the PowerStorm Scheduler on the 6G-SANDBOX Berlin Platform. 

The PowerStorm Framework, built on top of Apache Storm, aims to optimize the performance and energy efficiency of underlying infrastructures by strategically assigning streaming analytic job operators to worker nodes.

Our datasets can be found under the /datasets folder. Inside, one can find the summary and raw folders. As their name implies, we include both the raw datasets that include the collected utilization and application measurements, whilst, the summary includes their summarized information.

Our dataset naming convention is straightforward. The first word identifies the scheduler used in the configuration, while the second word specifies the primary infrastructure or communication network employed. For example, “default_5G” refers to the dataset generated from experiments conducted using the default Apache Storm scheduler on UE devices connected via the 5G network.

The following table outlines the mapping of dataset keyword names:

• Scheduler keywords
• default: Utilizes the Apache Storm default scheduler
• resource: Utilizes the Apache Storm Resource-Aware scheduler
• energy: Utilizes our Powerstorm scheduler
• Communication Type keywords
• 5G: Uses the "5G Connectivity of UE devices" setup
• edge: Uses the "Edge Cluster via 5G Connection" setup
• ethernet: Uses the "Local Network via Ethernet" setup