stefanbschneider

# copy from our private repo: https://github.com/RealVNF/rl-coordination/blob/master/res/config/agent/sac/sac_obs1_combi_64hid_099gam_00001tau_001alp_001ent_005exp.yaml
# for DeepCoord DRL agent:
# https://github.com/RealVNF/DeepCoord

# module for configuring the RL agent
# configuration parameters are loaded and used both when using the agent via the CLI and via the interface
# all parameters are required, defaults are in comments

# observation_space = ['ingress_traffic', 'node_load']
observation_space:

stefanbschneider

# DeepCoord uses DRL for network and service coordination
# By default, it uses DDPG from the keras-rl library
# https://github.com/RealVNF/DeepCoord
# This module shows how to implement the DRL agent with SAC from stable-baselines instead
# It's copied from https://github.com/RealVNF/rl-coordination/blob/master/src/rlsp/agents/rlsp_sac.py (private repo)

from rlsp.agents.rlsp_agent import RLSPAgent
from rlsp.utils.util_functions import create_simulator
from stable_baselines.sac import SAC
from stable_baselines.sac.policies import MlpPolicy

stefanbschneider

Real-world networking datasets

Please comment below if you have an update, e.g., with another networking-related dataset.

Dataset repos or tools

• Finding datasets: New Google Dataset search
• Mendeley Data: https://data.mendeley.com/datasets
• Kaggle Data: https://www.kaggle.com/datasets
• Google's M-Lab networking performance data sets: https://www.measurementlab.net/data/