k8s cluster environment & dataset

[CSWYF3634076]

Hi, May I ask if this system requires a real k8scluster environment, and where can I obtain the dataset used for anomaly detection in this project

[isala404]

Hi,

Yes, to deploy ebpf probes and run the Gazer project, you need a real Kubernetes cluster with real nodes. It's important that these nodes are running on a Linux kernel since the ebpf probes require access to the kernel. Nodes running on KVM also work.

Note that Kind or any other Docker-based Kubernetes distributions won't work since they don't provide access to the host kernel.

Unfortunately, the dataset used to train the models in the Gazer project is not available as it was based on emulated data and has been removed. However, you can recreate the dataset by using the MicroSim project to deploy a simulated microservices system, then deploying Gazer using the deployment.yaml file and running the scraper.py script.

If you encounter any issues during this process, feel free to contact the project's author for assistance.

[CSWYF3634076]

Hi,

Yes, to deploy ebpf probes and run the Gazer project, you need a real Kubernetes cluster with real nodes. It's important that these nodes are running on a Linux kernel since the ebpf probes require access to the kernel. Nodes running on KVM also work.

Note that Kind or any other Docker-based Kubernetes distributions won't work since they don't provide access to the host kernel.

Unfortunately, the dataset used to train the models in the Gazer project is not available as it was based on emulated data and has been removed. However, you can recreate the dataset by using the MicroSim project to deploy a simulated microservices system, then deploying Gazer using the deployment.yaml file and running the scraper.py script.

If you encounter any issues during this process, feel free to contact the project's author for assistance.

Thank you for your reply. Indeed, when I deployed on Kind, I found that Gazer failed to run