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By John Readey Abstract HSDS (Highly Scalable Data Service) is a cloud-native data service designed to fully support the HDF5 data model and API while taking advantage of cloud-based features such as object storage and on-demand compute. HSDS is an open-source, Apache2 licensed product which has been used by many organizations to provide access to HDF data over the web. Originally designed with Amazon's AWS as the target platform, The HDF Group has worked with Microsoft Azure to enable HSDS to run equally well on Azure. Enhancements made to HSDS include: support for Azure Blob Storage, authentication with Azure Active Directory, deployment scripts for AKS (Azure Kubernetes Service), and an Azure Marketplace offer to simplify deployment. This article will discuss the design,...