The short answer is that you want to use Azure Data Drives.
Longer answer with explanation:
There are two models for persistent storage in Azure:
Azure Drives & Azure Data Disks
They have some common features but there are some differences.
For both cases, they are backed by a PAGE Blob. The maximum size is 1TB per drive.
Where they differ is how they are exposed to the VM & communication paths.
Azure drives was the first implementation and was designed to allow Web/Worker/VM Roles to mount a blob as persistent storage with access via NTFS (i.e. allow legacy PaaS apps to interact with Blob storage without changes). They are implemented as a filter driver that runs inside of the Guest VM.
Azure Data Disks are part of the IaaS feature set. They are exposed to the Guest VM as a SCSI drive - so you can have multiple drives & create stripe sets for better performance.
For a detailed description & additional links/instructions/scripts
http://msdn.microsoft.com/en-us/library/windowsazure/jj672979.aspx