Yum is a great tool for manage dependencies and easy to use.However actually there is a way to speed up the installation.
Fastestmirror is a tool that will help yum determin what mirror is fastest and to use.
To install on Fedora 17
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Of course you could customize the fastestmirror configuration easily
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So when you next install a package from the network,I hope you could feel it much faster.