Smart data caching using data mining

Details Smart data caching using data mining Smart data caching using data mining

2011-03-22

2011-03-22

Ehichioya, Fred I (Department: 2156)

Data processing: database and file management or data structures

File or database maintenance

C711S118000

Reexamination Certificate

active

07912812

ABSTRACT:
Methods and apparatus, including computer program products, implementing and using techniques for populating a data cache on a server. Data requests received by the server are collected in a repository. A data mining algorithm is applied to the collected data requests to predict a set of data that is likely to be requested during an upcoming time period. It is determined whether the complete set of predicted data exists in the data cache. If the complete set of predicted data does not exist in the data cache, the missing data is retrieved from a database and added to the data cache.

REFERENCES:
patent: 6539382 (2003-03-01), Byrne et al.
patent: 6889292 (2005-05-01), Alexander et al.
patent: 6920458 (2005-07-01), Chu et al.
patent: 6950823 (2005-09-01), Amiri et al.
patent: 7451137 (2008-11-01), Crivat et al.
patent: 2005/0033621 (2005-02-01), Hartmann et al.
patent: 2005/0125401 (2005-06-01), Carr et al.
patent: 2005/0240652 (2005-10-01), Crick
patent: 2006/0069702 (2006-03-01), Moeller et al.
patent: 2006/0218132 (2006-09-01), Mukhin et al.
patent: 2007/0088915 (2007-04-01), Archambault et al.
Duling, David; Thompson, Wayne. “Maximizing Data Mining Effectiveness Through More Efficient Model Deployment.” SAS Users Group International, Philadelphia, Apr. 10-13, 2005. SAS Institute Inc., 2005.
Nag, Biswadeep, et al; “Caching for Multi-Dimensional Data Mining Queries.” Proceedings of the 2001 SCI Conference, Orlando, Florida, Jul. 2001.
Ng, Vincent T. Y., et al; “Prefetching XML Data with Abstract Query Mining.” Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04). IEEE, Computer Society, 2004.
Huang, Yin-Fu; Hsu, Jhao-Min; “Mining Web Logs to Improve Hit Ratios of Prefetching and Caching.” Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05). IEEE, Computer Society, 2005.

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