Is there a chance this might be a DNS reliability problem?
Can test this by changing your choice of dns servers to 8.8.8.8 (Google), or OpenDns (would need to look them up).
I was initially thinking the same so Wednesday evening I changed the DNS servers to as suggested to 8.8.8.8 (Google) and 4.2.2.5 (OpenDNS)
Primary DNS Server 8.8.8.8
Secondary DNS Server 4.2.2.5
This appeared to improve issue marginally, but the problem continues, I am just unsure if these line stats indicate an issue with the line or the modem
Rate (Kbps) 77471 19999
B (# of bytes in Mux Data Frame) 243 237
M (# of Mux Data Frames in an RS codeword) 1 1
T (# of Mux Data Frames in an OH sub-frame) 0 42
R (# of redundancy bytes in the RS codeword) 10 16
S (# of data symbols over which the RS code word spans) 0.1003 0.3781
L (# of bits transmitted in each data symbol) 20261 5374
D (interleaver depth) 8 1
I (interleaver block size in bytes) 254 127
N (RS codeword size) 254 254
Delay (msec) 0 0
INP (DMT symbol) 49.00 0.00
OH Frames 0 0
OH Frame Errors 0 225
RS Words 2658542856 618910
RS Correctable Errors 12446 846
RS Uncorrectable Errors 0 0
HEC Errors 0 0
OCD Errors 0 0
LCD Errors 0 0
Total Cells 305820294 0
Data Cells 333562194 0
Bit Errors 0 0
Total ES 0 104
Total SES 0 0
Total UAS 0 0