Sherpa

Sherpa is an influential open-source software library developed by Amazon Web Services that simplifies the deployment and management of Apache Spark applications in cloud environments. It provides tools to automate provisioning, configuration, and scaling of Spark clusters, making it easier for teams to run big data analytics without needing deep expertise in infrastructure. Sherpa enhances efficiency, reduces setup time, and ensures reliable operation of Spark workloads on AWS, enabling organizations to focus on their data analysis rather than complex system management.