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A flight data warehouse for a travel agent consists of six dimensions: traveler, departure(city), departure time, arrival, arrival time, and flight; and two measures: count, andavg fare, where avg fare stores the concrete fare at the lowest level but average fare atother levels.
(a) Suppose the cube is fully materialized. Starting with the base cuboid [traveller,departure, departure time, arrival, arrival time, flight], what specific OLAP operations(e.g., roll-up flight to airline) should one performin order to list the average fare permonth for each business traveler who flies American Airlines (AA) from L.A. in theyear 2004?
(b) Suppose we want to compute a data cube where the condition is that the minimumnumber of records is 10 and the average fare is over $500. Outline an efficient cubecomputation method (based on common sense about flight data distribution).
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