Probability, Stochastic Processes, and Queueing Theory: The Mathematics of Computer Performance Modeling

Теория вероятностей, случайные процессы и теория массового обслуживания: математика моделирования производительности компьютеров
Rudolf Grübel, Randolph Nelson
1998-09-01

computer performance modelingprobability theoryproblem difficulty classificationqueueing theorystochastic processes
There are three types: E -an exercise that requires only algebraic manipulation M -a mathematical derivation is required to do the problem Rthe problem is a research problem.An exercise is distinguished from a derivation in that the answer proceeds directly from material in the text and does not require additional analysis.Research problems differ from derivations in that they require more independent work by the student and may require outside reading.For each type of problem, there are three levels of difficulty:1 -easy and straightforward, 2 -moderate difficulty, 3hard or requires a critical insight.Combining these parts yields nine different ratings.For example, a rating of E2 corresponds to an exercise that requires a moderate amount of calculation, and a rating of M3 is a difficult mathematical derivation that requires some clever reasoning.Research problems have the following interpretations:Rl -A discussion problem that is posed to provoke thought, R2 -A problem that requires a nonobvious creative solution, R3 -A problem that could be considered to be a research contribution.
1
Exercise problems require direct application of textual material, whereas derivations require additional mathematical analysis.
2
Problems are categorized as exercises (E), mathematical derivations (M), or research problems (R).
3
Research problems require greater student independence and may involve outside reading, with levels ranging from discussion prompts to potential research contributions.
4
The abstract presents a classification system for problems based on problem type and difficulty.
5
Three difficulty levels—easy, moderate, and hard—combine with the three problem types to produce nine ratings.

Computer performance modeling using probability, stochastic processes, and queueing theory

Classification of problems by problem type and difficulty level, including exercises, mathematical derivations, and research problems

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1998-09-01
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Rudolf Grübel
Randolph Nelson
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