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

Table 2

The ratio of cointegrated time series for each web service.

Service no.	Response time series (%)	Throughput time series (%)	Service no.	Response time series (%)	Throughput time series (%)
1	90.00	91.11	11	88.89	90.00
2	80.00	90.00	12	85.56	65.56
3	88.89	100.00	13	90.00	78.89
4	100.00	100.00	14	77.78	100.00
5	56.67	94.44	15	100.00	86.67
6	88.89	97.78	16	85.56	93.33
7	98.89	86.67	17	85.56	88.89
8	86.67	96.67	18	76.67	68.89
9	90.00	71.11	19	55.56	96.67
10	78.89	70.00	20	71.11	78.89