What is the statistic value that is used to indicate normal or abnormal behavior?
Understand the Problem
The question is asking for a statistical value that indicates normal or abnormal behavior based on given access rates for four files. Specifically, it asks for one statistic, likely the mean, based on the context provided and urges to refer to textbook or lecture notes for guidance.
Answer
$0.250$
Answer for screen readers
The mean access rate is approximately $0.250$.
Steps to Solve
- Calculate Total Accesses
First, we need to find the total number of accesses by summing up the number of accesses for each file.
[ \text{Total accesses} = N_0 + N_1 + N_2 + N_3 = 10 + 28 + 34 + 56 ]
- Compute Total Accesses
Calculating the total:
[ \text{Total accesses} = 10 + 28 + 34 + 56 = 128 ]
- Calculate Access Rates
Next, we will calculate the access rate for each file using the formula ( H_i = \frac{N_i}{\text{Total accesses}} ).
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For ( F_0 ): [ H_0 = \frac{N_0}{\text{Total accesses}} = \frac{10}{128} ]
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For ( F_1 ): [ H_1 = \frac{N_1}{\text{Total accesses}} = \frac{28}{128} ]
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For ( F_2 ): [ H_2 = \frac{N_2}{\text{Total accesses}} = \frac{34}{128} ]
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For ( F_3 ): [ H_3 = \frac{N_3}{\text{Total accesses}} = \frac{56}{128} ]
- Calculate Values
Now, compute the values for each access rate:
[ H_0 = \frac{10}{128} = 0.078125 \approx 0.078 ]
[ H_1 = \frac{28}{128} = 0.21875 \approx 0.219 ]
[ H_2 = \frac{34}{128} = 0.265625 \approx 0.266 ]
[ H_3 = \frac{56}{128} = 0.4375 \approx 0.438 ]
- Calculate Mean Access Rate
Finally, find the mean of the access rates:
[ \text{Mean} = \frac{H_0 + H_1 + H_2 + H_3}{4} = \frac{0.078 + 0.219 + 0.266 + 0.438}{4} ]
Calculating the mean:
[ \text{Mean} = \frac{1.001}{4} = 0.25025 \approx 0.250 ]
The mean access rate is approximately $0.250$.
More Information
The mean access rate helps to understand the average behavior of access among the files. A value significantly differing from the mean may indicate abnormal access behavior.
Tips
- Not summing correctly: Ensure that the total number of accesses is computed correctly.
- Using incorrect formulas: Double-check the formula for access rates to avoid miscalculations.
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