Key Concepts

This section overviews CloudTik’s key concepts.

• Workspace

• Cluster

• Provider

• Runtime

Workspace

CloudTik uses Workspace concept to manage your Cloud network and other resources. Within one workspace, you can start one or multiple clusters.

Cluster

Cloudtik helps users quickly create and manage analytics and AI clusters, which enables adding or removing compute, storage, and network services easily to meet the demands on prem and cloud providers.

Provider

CloudTik supports node providers of your analytics and AI clusters both on prem and cloud such as AWS, Azure and GCP.

Runtime

Cloudtik introduces Runtime concept to deploy different analytics and AI framework to deploy into clusters.

• Ganglia

• Metastore

• Spark

• Presto

• ZooKeeper

• Kafka