The invention discloses a
data transmission optimization method,
system and device based on
optical fiber communication and a medium, and relates to the technical field of
data processing, and the method comprises the steps: obtaining an
optical fiber communication line and a monitoring time slot, and obtaining the number n for monitoring according to the
optical fiber communication line; acquiring unit time slot average flows of the first one, two,..., n monitoring time slots at the
current time point in real time, acquiring a
time sequence weight corresponding to each unit time slot average flow based on a
time sequence model, and acquiring a fluctuation index based on a fluctuation model, the n unit time slot average flows and the
time sequence weight corresponding to each unit time slot average flow; judging whether the fluctuation index exceeds a preset fluctuation threshold value, if so, obtaining a bandwidth adjustment increment of the optical
fiber communication line according to the fluctuation index, and obtaining an adjustment
cost index according to the bandwidth adjustment increment; and completing
bandwidth optimization according to the adjustment
cost index and the bandwidth adjustment increment. The method has the advantages of fast dynamic response, accurate
transmission bandwidth matching and collaborative optimization.