100 thousand a day is not so bad (less than a transaction in half a second). But what you really want to know is the number of transactions per second it goes on. The nature of your data, etc. Determines how much you can cache your data, whether you need only a few webservice servers with one database instance, multiple database instances, replicated, etc.
Cloud hosting is a good option. Amazon is not bad.
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