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Avoiding cloud bandwidth costs resulting from a cloud DDoS attack

We're interested in moving some of our Web applications to a cloud provider, but one of my concerns in particular is distributed denial-of-service (DDoS) attacks (which our enterprise has experienced before). I'm afraid that if attackers try to overload our Web apps in the cloud, they'll end up costing us a fortune in cloud usage charges. Are there ways to prevent this from happening?

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