Computation & Scalability
Computational service: Use the computational power of enterprise servers and free Studio resources for development
Virtually unlimited scalability: Create RapidMiner Server (now RapidMiner AI Hub) clusters of any size by adding more Job Agents and machines to the environment
Queues
Easy creation of queues for resource management: Resources can be split among users or use cases, they can be shared or made exclusive by the administrator depending on the company’s structure
Flexible environment configuration: multiple options when creating queues that can adapt to any environment
Scheduling
Periodic scheduling of workflow executions within the AI Hub’s UI
Set up actions based on a triggered event
Remote execution of analysis processes
Integration & Operationalization
One-click deployment using Web Services: any process can be readily made into a published web service. Web Services allow integration with third-party tools like custom web consoles, BI tools and others.
Web services / processes can deliver XML, JSON, static / dynamic visualizations and binary files among others
- The Real-Time Scoring agent allows you to predict at scale, with very low latency, and deliver actionable intelligence in real-time
Repository
Shared repository with security controls. Groups can share or protect their models and processes as needed
“Copy&paste” processes from Studio to the AI Hub or from AI Hub to AI Hub
Fine-grained permissions for processes, models and data
Collaboration
Reusable templates and processes: make processes available to the whole team to act as templates or best practices
LDAP integration or RapidMiner user system
Process version management
Management & Monitoring
Webapps: custom dashboards for monitoring, management and showcasing of process results
Logging and auditing of executions
Monitoring of current schedules and executions
Connections
Define and protect your database connections for processes to securely access data
Extensions
- Use any of Studio extensions in a RapidMiner AI Hub enterprise environment