- This scheduler uses NSGA-III algorithm to select best nodes to place batch of pods into.
- Pods with 3 or fewer replicas or the ones for which nsga couldn't find an optimal solution will be scheduled in serial by TOPSIS algorithm.
- Scheduler.py uses Operator pattern to watch cluster state and system metrics.
- Using metrics-server, prometheus node exporter and iperf3.
- Results:
- Increased Availability, Reliability and Scalability of the system.
- Reduced power consumption of nodes and communication delay.
- Use KIND as local kubernetes cluster ->
make buildkind - Use
schedulerName: hybrid-schedulerand custom resources requests in pod configurations (example).
