Workflow Scheduling Based on Mobile Cloud Computing Machine Learning

Table 1

Details of algorithm task scheduling in this article.

Task	Data transmission before task execution					Task performance
	Parent task	Subtasks	Source resource	Target resource	Transmission time	Resources	Starting time	Operation hours	Complete time
1	—	—	—	—	—	—	15.8	12.6	32.8
2	1-1	1-3	3	3	0.0	3	17.8	14.0	31.8
3	1-1	1-2	3	1	0.0	1	17.8	15.3	33.2
4	1-2	1-4	1	3	0.0	3	33.1	12.5	45.5
5	1-3	1-4	3	3	0.0	3	33.1	12.5	45.5
6	1-6	1-4	3	3	0.0	3	45.5	9.4	54.9
7	1-7	1-4	3	1	0.0	1	45.5	7.5	52.9
8	2-2	—	—	—	—	4	0.0	13.2	13.2
9	2-1	—	—	—	—	2	0.0	14.5	14.5
10	2-3	2-1	2	4	0.0	4	14.5	19.8	34.3
11	2-1	2-5	2	2	0.0	2	14.5	9.4	23.9
12	2-2	2-4	4	2	0.0	2	23.9	4.6	28.5
13	2-4	2-6	2	4	0.0	4	34.3	16.2	50.4
14	2-3	2-7	4	2	0.0	2	36.3	15.8	50.1
15	3-3	3-5	2	4	0.0	4	58.4	13.7	72.1
16	3-1	3-6	4	2	0.0	2	58.4	13.8	72.2
17	3-2	3-4	4	3	14.2	3	68.6	5.2	73.8
18	3-1	3-7	4	1	8.4	1	66.0	9.3	75.3