A "Data Center" at home is not technically the term. There are a lot of factors when calling yourself a data center. At home there would have to be some strict enforcements on a lot of aspects, power, cooling and a lot more......
If you are running at your home. It would be much difficult to manage. There are lots of issues and senario you have to consider. I wil try to get some of the important factors for datacenters.
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I definately don't recommend running a data center from your own home. You should consider going with another data center in your area.. I would prefer a Carrier Neutral Data center if you plan on building out your own network.