The federated computation service provides a common runtime for federated analytics (F.A.) and federated learning (F.L.). The service wraps the federated computation client which communicates with the federated computation server, receives and manages examples from its clients (usually in Chromium) and schedules the learning/analytics plan. See go/cros-federated-design for a design overview.