A team of data scientists is currently utilizing an on-premises cluster that runs Hadoop and HBase. They are looking to transition to a managed service within Google Cloud, aiming to reduce modifications to their existing programs that heavily rely on the HBase API. Which Google Cloud Platform (GCP) service would you suggest for their needs?