Lixin Fu
Dr. Fu's main research areas are in data warehousing, data cube, data mining, databases, and algorithms.
There are 5 included publications by Lixin Fu :
| Title | Date | Views | Brief Description |
|---|
| CubiST++: Evaluating Ad-Hoc CUBE Queries Using Statistics Trees |
2003 |
2276 |
We report on a new, efficient encoding for the data cube, which results in a drastic speed-up of OLAP queries that aggregate along any combination of dimensions over numerical and categorical attributes. We are focusing on a class of queries called <... |
| CubiST: A New Algorithm for Improving the Performance of Ad-hoc OLAP Queries |
2000 |
2291 |
Being able to efficiently answer arbitrary OLAP queries that aggregate along any combination of dimensions over numerical and categorical attributes has been a continued, major concern in data warehousing. In this paper, we introduce a new data struc... |
| Efficient Evaluation of Sparse Data Cubes |
2004 |
3857 |
Computing data cubes requires the aggregation of measures over arbitrary combinations of dimensions in a data set. Efficient data cube evaluation remains challenging because of the potentially very large sizes of input datasets (e.g., in the data war... |
| Evaluating holistic aggregators efficiently for very large datasets |
2004 |
2251 |
In data warehousing applications, numerous OLAP queries involve the processing of holistic aggregators such as computing the “top n,” median, quantiles, etc. In this paper, we present a novel approach called dynamic bucketing to efficiently evaluate ... |
| Handheld Computing and Programming for Mobile Commerce. |
2006 |
6444 |
Using Internet-enabled mobile handheld devices to access the World Wide Web is a promising addition to the Web and traditional e-commerce. Mobile handheld devices provide convenience and portable access to the huge information on the Internet for mob... |