Untill recently IP-addresses of Azure virtual machines were not static/fixed. A VM which had been shutdown (for example to reduce costs, think test/dev scenario�s) could receive a different IP-address at boot than orginally assigned at creation. This leads to all kinds of issues. A new Powershell for Azure version solves this issue.
Read more here:
http://up2v.nl/2014/03/05/windows-azure-now-allows-to-set-fixed-ip-addresses-for-virtual-machines/
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