∵等差数列{an}中,a3,a15是方程x2-6x-1=0的两根,∴a3+a15=2a9=6,∴a9=3,∴a7+a8+a9+a10+a11=(a7+a11)+(a8+a10)+a9=5a9=15,故选:C