A Toolkit for Simulating Kubernetes Scheduling at Scale
As Kubernetes becomes the de facto standard for container orchestration, new scheduling algorithms and systems are made for different scenarios and workloads. Unfortunately, it is very time and cost c …
| Talk Title | A Toolkit for Simulating Kubernetes Scheduling at Scale |
| Speakers | Yuan Chen (Technical Director and Principal Architect, JD.com) |
| Conference | KubeCon + CloudNativeCon North America |
| Conf Tag | |
| Location | San Diego, CA, USA |
| Date | Nov 15-21, 2019 |
| URL | Talk Page |
| Slides | Talk Slides |
| Video | |
As Kubernetes becomes the de facto standard for container orchestration, new scheduling algorithms and systems are made for different scenarios and workloads. Unfortunately, it is very time and cost consuming to evaluate new schedulers or features in real K8S clusters at scale. We present a simulation toolkit, which can simulate large-scale K8S clusters and scheduling using a single machine plus a small number of containers. The simulator runs a real K8S master and schedules pods according to event traces generated from real K8S clusters. It provides a complete set of metrics, including resource utilization, detailed scheduling trace and performance metrics, enabling developers to evaluate the scheduling behavior and performance with a reasonable amount of confidence. We have used the toolkit extensively to optimize the scheduler for large scale K8S clusters (~10K nodes) at JD.com.
