G1 uses linear regression to predict future values of several metrics to predict pause time.

E.g. JDK-8035557 shows that the prediction takes a considerable time to pick up changes, in the worst case never reaching the actual values to get accurate predictions.

Investigate the following:
  - alternate predictors
  - the linear regression used also does not take the time between the samples into account - maybe this improves accuracy too.