RESEARCH at USC - Progressive Information
Retrieval – OLAP
I worked on this research project under
Professor
Cyrus Shahabi from Fall 2003 till May 2004
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Develop and
implement an algorithm to retrieve information in a
progressive way when complex range queries are fired against a
Data Warehouse / Database with multidimensional data. The user may
prefer an approximate answer in few seconds to an exact one that
requires tens of minutes or more to compute.
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Convert
multidimensional data cubes into a monotonic non-decreasing pattern
for fast information retrieval and calculate the wavelet
decompositions of these patterns
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Develop an
algorithm to efficiently store the cube data into relational
tables for fast access and retrieval using Visual C#,
Oracle 9i and ODP.NET
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Design the
complete Database E-R Model and convert it into physical
model
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Develop an
Indexing algorithm to store the cube data - key value pairs in a file and index the file to search the key value pairs in O(log n)
using C#
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© Copyright
2004, Snehal Shinde |
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