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(d) 10 to 695 pF, but with a gap in the range (e) 10 to 695 pF, over a continuous range 43 In Fig Exam-2, suppose the value of the fixed capacitor, C1, is 220 pF, and the range of the variable capacitor, C2, is 5 to 100 pF What is the span of capacitance values (minimum to maximum) that can be obtained with this parallel combination, with switch S either open or closed, as desired (a) 5 to 100 pF, over a continuous range (b) 5 to 320 pF, but with a gap in the range (c) 5 to 320 pF, over a continuous range (d) 5 to 69 pF, but with a gap in the range (e) 5 to 69 pF, over a continuous range 44 Which of the following units is most often used for specifying data speed in digital communications systems (a) Megabytes per second (b) Megabauds per second (c) Megabits per second (d) Megahertz per second (e) Any of the above units are used equally often when specifying data speed in digital communications systems 45 Imagine four 100- H inductors connected in a 2 2 series-parallel combination Suppose there is no mutual inductance among them What is the net inductance of this matrix (a) 25 H (b) 50 H (c) 100 H (d) 200 H (e) 400 H 46 In the output of a dc power supply, voltage regulation can be obtained by (a) connecting a Zener diode in series, paying attention to the polarity (b) connecting a choke in series and an electrolytic capacitor in parallel, paying attention to the polarity (c) connecting a capacitor in parallel and a Zener diode in series, paying attention to the polarity (d) connecting a Zener diode in parallel, paying attention to the polarity (e) connecting a resistor in parallel and another resistor in series 47 Imagine an inductor and resistor connected in series, such that the inductive reactance and the resistance are both equal to 400 at a frequency of 100 MHz How are the instantaneous current and the instantaneous voltage related (a) They are in phase (b) They are 180 out of phase.

One of the hardest things for a relational DBA to come to grips with is the redundancy involved in data warehousing. It s disk intensive, to be sure. Often, a copy of a subset of the data is made for staging prior to loading the data warehouse, then there is the data warehouse itself, plus the cube store. This redundancy can be mitigated somewhat in the data warehouse design, but it s best to come to terms with the idea of redundancy as soon as possible. One exciting benefit is the potential to archive data from the operational system as it is loaded into the data warehouse, making the OLTP system more lean.

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The following is a high-level view of how a business intelligence project should be approached. This is intended to provide an overview to contrast with the approach taken in typical OLTP development projects.

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Determine overall strategy The general approach to a business solution is to develop an overall strategy to the data warehouse, determining how departments interact with each other and developing a high-level plan for how each subject area will be built out. In practice, I find that most companies skip this step. Departments in an organization tend to vary in their readiness for data warehousing, and cooperation from all departments is critical for making this step possible. Address a subject area Each subject area should be addressed in great detail, fleshing out the relevant dimensions and developing one or more star schemas to represent the business segment. This is done by conducting interviews with business subject-matter experts. One common pitfall I have found is clients insisting that the IT staff knows all there is to know about the business. It is true that they are intimate with the business rules that underlie the technology solutions that run much of the business, but that should not be confused with a core understanding of the business, including insights into where the business is heading. IT personnel are a valuable resource for knowing where data is housed and how to best get it into the data warehouse. The data model should be based on interviews with stakeholders within the departments represented in the subject area.

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