The Labs Workbench is: 1. An environment for development, integration, and experimentation with research data management and analysis tools and services in support of the NDS vision.. 2. A cloud-based computation and storage resource. 3. A scalable platform for deploying packaged and modular services based on Docker.

Researchers should cite this work as follows:

• (2024), "NDS Lab Workbench," https://sciencegateways.org/resources/ndslabworkbench.

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1. NDS framework and services
2. NDS Lab Workbench
3. NDS pilot projects
4. research data management
5. softwareEntry