Don't think it is cable modem's problem.
I encountered this problem multiple times some time back. I checked with an SCV technician, and it seems it is due to some instability in the shared coaxial cable medium. Anyway, rebooting the cable modem will almost solve the problem for sure, so not really a big deal.
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