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How a large ISP fights DDoS attacks with a custom solution

We often hear about attacks against websites, most of which are mitigated by one of the many DDoS mitigation services available on the market. What I always wondered was how the big guys tackle these attacks. What weapons can an ISP bring to the battleground?