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- A jobs compute cluster (job cluster) is spun up for a specific job run and terminated automatically when the run finishes, making it cheaper than an always-on all-purpose cluster. All-purpose clusters are shared for interactive work and stay running until manually stopped or until their idle auto-termination timeout.