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Table 10 Result of storing computing time

From: Improving efficiency for discovering business processes containing invisible tasks in non-free choice

Type of event log

Used cases

Total case

Total traces

Total events

Computing time of storing (s)

Graph-database

MySQL-CSV

MongoDB-CSV

Batch

UC1

120

6

840

0.420

0.082

0.083

UC2

48

48

552

0.655

0.655

0.660

UC3

10,500

99

56,437

1473.815

2.162

121.050

UC4

306

303

3084

3.511

0.065

1.600

UC5

1143

981

150,291

5782.133

1.510

104.140

UC6

13,087

4366

262,200

29,168.472

2.079

386.080

Mean

6071.501

1.092

102.269

Streaming

UC1

120

6

840

(Mean) 0.0085

(Mean) 0.0040

(Mean) 0.0070

UC2

48

48

552

(Mean) 0.0165

(Mean) 0.0060

(Mean) 1.2450

UC3

10,500

99

56,437

(Mean) 0.0572

(Mean) 0.0080

(Mean) 1.3400

UC4

306

303

3084

(Mean) 0.0251

(Mean) 0.0050

(Mean) 1.0820

UC5

1143

981

150,291

(Mean) 0.0923

(Mean) 0.0070

(Mean) 1.1040

UC6

13,087

4366

262,200

(Mean) 0.1622

(Mean) 0.0110

(Mean) 1.0400

Mean

0.0730

0.0068

0.9697

  1. where:
  2. UC1: an event log of processes starting user login activity to open selling activity in medical store
  3. UC2: an event log of processes starting user login activity to open purchasing activity in medical store
  4. UC3: an event log of domestic declarations [32]
  5. UC4: an event log of whole processes in medical store
  6. UC5: an event log of hospital log [31]
  7. UC6: BPI challenge 2012 [30]