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1 740f02frankl25 Evaluating Testing Methods by Delivered Reliability Frankl, Hamlet, Littlewood, Strigini IEEE TOSE Aug98
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2 740f02frankl25 Partition Testing u What is a partition? u How do you choose the partitions? u What is a good partition?
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3 740f02frankl25 Fault Detection Probability u Probability of a testing methodology finding a fault (if it existed)
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4 740f02frankl25 Operational Profile u What is an operational profile? u How do you construct an operational profile? u What are some difficulties with operational profiles?
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5 740f02frankl25 Tests, Specifications, meets u Test or test case single value of program input functional program - one input produces an output u Specification - S set of input-output pairs u Program meets specification iff for all x in spec, actual output matches spec output
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6 740f02frankl25 Failures, failure points u “A program P with specification S fails on input x iff P does not meet S at x.” u “the event is called a failure” u “the input responsible is a failure point” u “The program’s failure set is the collection of all failure points”
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7 740f02frankl25 Faults u “the part of a source program that causes a failure” (IEEE glossary) u Not well defined u usually multiple ways to correct a failure
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8 740f02frankl25 Fixing failures u “assume that all testers, upon observing a test failure, choose fixes that eliminate exactly the same failure region” u Why is this assumption important?
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9 740f02frankl25 Operational Testing u Q - probability distribution over input domain Q:D -> [0,1] and Q(t) = 1 labels -phi(failure) and -sigma(success) (t) = 1 if and 0 if - failure probability for a randomly drawn point is Q
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10 740f02frankl25 Cost of testing u Fixed budget T d debug tests or T r operational tests u T d log(1-d) < T k log(1-q) u for small q and d dT d > qT r u Why does he assume that T d > T r ?
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11 740f02frankl25 3.3 single failure region, with sub u Debug with subdomains E( ) = q (1-d i ) T u Operational E( ) = q(1-q) T
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12 740f02frankl25 Triangle Code cin >> a >> b >> c; type = “ scalene ” if (a == b || a == c || b == c) type = “isosceles”; if (a == b && b == c) type = “equilateral”; if (a>=b+c||b>=a+c||c>=a+b) type = “not a triangle”; if(a<=0||b<=0||c<=0) type = “bad inputs”; cout<< type
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13 740f02frankl25 Triangle subdomains u subdomains u (1-d i1 ) T i 1 …(1-d in ) T i n < (1-q) T
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14 740f02frankl25 Class discussion u What would be better subdomains
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15 740f02frankl25 Multiple Failure,debug w/o sub E( ) = q i (1-d i ) T E( ) = q i (1-q i ) T
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16 740f02frankl25 When is …. u A. debug better than operational? u B. vice-versa? u C. reliability worse but detection better?
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