Runtime Quality Prediction for Web Services via Multivariate Long Short-Term Memory

Table 1

The ratio of stationary time series for each web service.

Service no.	Response time series (%)	Throughput time series (%)	Service no.	Response time series (%)	Throughput time series (%)
1	92.31	95.73	11	90.60	79.49
2	90.60	92.31	12	76.92	70.94
3	87.18	88.89	13	78.63	47.01
4	84.62	91.45	14	69.23	93.16
5	16.24	88.03	15	92.31	96.58
6	88.89	84.62	16	92.31	94.02
7	86.32	85.47	17	95.73	86.32
8	86.32	88.03	18	91.45	90.60
9	94.02	81.20	19	91.45	91.45
10	78.63	83.76	20	92.31	91.45