Main Configuration Files

Edit the configuration files as needed to set up your desired benchmark parameters.

• The configuration file for each simulated data center (number of cabinets, rows, HVAC configuration, etc.) can be found in the utils/dc_config_dcX.json files where X=1,2,.. is the idetifier for each of the data centers.

• Update the DEFAULT_CONFIG in envs/hierarchical_env.py.

Below is an example of the DEFAULT_CONFIG in hierarchical_env.py for a DCC with 3 data centers.

Example Configuration

 DEFAULT_CONFIG = {
    # DC1
    'config1': {
        'location': 'NY',
        'cintensity_file': 'NY_NG_&_avgCI.csv',
        'weather_file': 'USA_NY_New.York-LaGuardia.epw',
        'workload_file': 'Alibaba_CPU_Data_Hourly_1.csv',
        'dc_config_file': 'dc_config_dc3.json',
        'datacenter_capacity_mw': 1.0,
        'timezone_shift': 0,
        'month': 7,
        'days_per_episode': 30,
        'partial_obs': True,
        'nonoverlapping_shared_obs_space': True
    },

    # DC2
    'config2': {
        'location': 'GA',
        'cintensity_file': 'GA_NG_&_avgCI.csv',
        'weather_file': 'USA_GA_Atlanta-Hartsfield-Jackson.epw',
        'workload_file': 'Alibaba_CPU_Data_Hourly_1.csv',
        'dc_config_file': 'dc_config_dc2.json',
        'datacenter_capacity_mw': 1.0,
        'timezone_shift': 2,
        'month': 7,
        'days_per_episode': 30,
        'partial_obs': True,
        'nonoverlapping_shared_obs_space': True
    },

    # DC3
    'config3': {
        'location': 'CA',
        'cintensity_file': 'CA_NG_&_avgCI.csv',
        'weather_file': 'USA_CA_San.Jose-Mineta.epw',
        'workload_file': 'Alibaba_CPU_Data_Hourly_1.csv',
        'dc_config_file': 'dc_config_dc1.json',
        'datacenter_capacity_mw': 1.0,
        'timezone_shift': 3,
        'month': 7,
        'days_per_episode': 30,
        'partial_obs': True,
        'nonoverlapping_shared_obs_space': True
    },

    # Number of transfers per step
    'num_transfers': 1,

    # List of active low-level agents
    'active_agents': ['agent_dc'],
}