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ABSTRACT Title of dissertation: DISTRIBUTED ... - DRUM

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Computing Nodes Cluster #1

Computing Nodes Cluster #2 Subtask 1.1

Subtask 1.2

Task 1

Subtask 1.3

QA Task 1 is split into three subtasks (1.1, 1.2, 1.3) and allocated to computing node clusters 1, 2, and 3 respectively. Computing Nodes Cluster #3 Skoll Coordinator Site

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8

Error Coverage for 2−way Covering Arrays

4 0

2

# of unique errors seen

6

# of unique errs missed # of unique errs caught

0

4

9 13

20

28

33

38

43

50

55

65

71

77

89

95

test

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18792

Error Coverage for 2−way Covering Arrays

12500 10000 7500 0

2500

5000

# of configurations failed

15000

# of errs caught # of errs missed

0

4

9 13

20

28

33

38

43

50

55

65

71

77

89

95

89

95

test

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Error Coverage for 2−way Covering Arrays

12500 10000 7500 0

2500

5000

# of configurations failed

15000

# of errs caught # of errs missed

0 4 8

13

20

29

35

41

48

54

62

69

76

83

test

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F−measure

0−1 1−17 1−18 1−2 11−15 2−17 2−18 2−2 28−4 3−17 3−18 3−2 31−5 31−82 32−19 32−6 35−14 38−20 4−17 4−18 4−2 45−7 5−12 5−3 5−81 52−18 53−18 54−18 55−18 64−8 65−16 66−16 68−9 69−10 71−11 72−12 73−12 77−22 80−22 83−13

F−measure

F−measures of the models for each test

1.0

0.8

0.6

0.4

0.2 exhaustive 2−way 3−way 4−way 5−way 6−way

0.0

(test idx−failure idx)

ql! s óV $ o £

F−measures of the models for each test

1.0

0.8

0.6

0.4

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F−measure

0−1 1−17 1−18 1−2 11−15 2−17 2−18 2−2 28−4 3−17 3−18 3−2 31−5 31−82 32−19 32−6 35−14 38−20 4−17 4−18 4−2 45−7 5−12 5−3 5−81 52−18 53−18 54−18 55−18 64−8 65−16 66−16 68−9 69−10 71−11 72−12 73−12 77−22 80−22 83−13

F−measure

F−measures of combined suites

1.0

0.8

0.6

0.4

0.2 exhaustive 2−way 2−way−c 3−way 3−way−c 4−way 4−way−c 5−way 5−way−c 6−way

0.0

(test idx−failure idx)

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F−measures of combined suites

1.0

0.8

0.6

0.4

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0.0

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Comparing VSCAs and CAs at various frequency levels

100%

80%

60%

40%

20%

2−way 2c4r 2c5r 3−way 3c5r 4−way

2−way 2c4r 2c5r 3−way 3c5r 4−way

4−way: 1229−1236

2−way 2c4r 2c5r 3−way 3c5r 4−way

3−way: 348 3c5r: 367−368

2−way 2c4r 2c5r 3−way 3c5r 4−way

2c4r: 116 2c5r: 324

2−way 2c4r 2c5r 3−way 3c5r 4−way

Suite Sizes: 2−way: 116

1.0

F−measure

0.8

0.6

0.4

0.2

0.0

suite

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C ³L

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C L

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C PL

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I

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20

Half−Normal Probability Plot for Latency (Full−Factorial)

10

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option effects

15

B

N

L

M

C

I

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0

H E K D G A

0.0

0.5

1.0

1.5

half−normal quantiles

2000

Half−Normal Probability Plot for Throughput (Full−Factorial)

1000 500

J

H G A D E

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N

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1500

B

0.0

0.5

1.0

1.5

half−normal quantiles

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Screening 2 Options (4 cfgs) Over a Time Period 160

latency

140

120

100

X2003.12.21

X2003.12.20

X2003.12.19

X2003.12.18

X2003.12.17

X2003.12.16

X2003.12.15

X2003.12.14

X2003.12.13

X2003.12.12

X2003.12.11

X2003.12.10

X2003.12.09

80

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