Recommendations for intelligent data caching

Abstract

According to the present invention, there is provided a computer system, method and apparatus for making intelligent recommendations for dynamic content caching. In one embodiment of the present invention there is provided a computer implemented method for generating intelligent caching recommendations related to dynamic web content for use on a caching system. The method comprising extracting data associated with the dynamic content of interest in accordance with a predetermined data model. Next analyzing the extracted data in accordance with a plurality of certainty factors and a rule based expert system. Completing the analysis and generating a set of caching recommendations from the analyzed data suitable for use by the caching system. Implementing the recommendations in the caching system are repeated iteratively, as in a loop, automatically generating intelligent caching recommendations related to the dynamic web content for use on the caching system.

1 - 7 . (canceled) 
   
   
       8 . A computer system for generating intelligent caching recommendations related to dynamic web content for use on a caching system, comprising:
 a means for extracting data associated with the dynamic content of interest in accordance with a predetermined data model;   a means for analyzing the extracted data in accordance with plurality of certainty factors and a rules based expert system; and   a means for generating a set of caching recommendations from the analyzed data suitable for use by the caching system.   
   
   
       9 . The computer system of  claim 8  wherein the means for extracting the data comprises:
 a dynamic content model in combination with dynamic content descriptors; and   produces a plurality of entity-relationship data.   
   
   
       10 . The computer system of  claim 8  wherein the means for analyzing the extracted data comprises:
 means for obtaining an object dependency model;   means for obtaining a weighting scheme;   means for creating an enhanced object dependency graph model combined with cacheability data; and,   means for creating a cache advisor report.   
   
   
       11 . The computer system of  claim 8  wherein, the means for generating a set of caching recommendations comprises:
 means for obtaining a cache policy model for use with a generator; and   means for generating a cache policy.   
   
   
       12 . The computer system of  claim 10 , wherein the enhanced object dependency graph model combined with cacheability data and the cache advisor report may be optionally viewed through a visualizer. 
   
   
       13 . The computer system of  claim 12 , wherein optional viewing through the visualizer provides color-keyed output of the enhanced object dependency graph model combined with cacheability data designating the inherent relationships and properties of the enhanced object dependency model combined with cacheability data. 
   
   
       14 . The computer system of  claim 8 , wherein the means for extracting data associated with the dynamic content of interest in accordance with a predetermined data model, the analyzing the extracted data in accordance with plurality of certainty factors and a rules based expert system and the generating a set of caching recommendations from the analyzed data suitable for the caching system and implementing the recommendations in the caching system are repeated iteratively, as in a loop, automatically generating intelligent caching recommendations related to the dynamic web content for use on the caching system. 
   
   
       15 . An article of manufacture for directing a data processing system generate intelligent caching recommendations related to dynamic web content for use on a caching system, the article of manufacture comprising:
 a computer usable medium embodying one or more instructions executable by the data processing system, the one or more instructions comprising:   data processing system executable instructions for extracting data associated with the dynamic content of interest in accordance with a predetermined data model;   data processing system executable instructions for analyzing the extracted data in accordance with plurality of certainty factors and a rules based expert system; and   data processing system executable instructions for generating a set of caching recommendations from the analyzed data suitable for use by the caching system.   
   
   
       16 . The article of manufacture of  claim 15  wherein the data processing system executable instructions for extracting the data comprises:
 a dynamic content model in combination with dynamic content descriptors; and produces a plurality of entity-relationship data.   
   
   
       17 . The article of manufacture of  claim 15  wherein the data processing system executable instructions for analyzing the extracted data comprises:
 data processing system executable instructions for obtaining an object dependency model;   data processing system executable instructions for obtaining a weighting scheme;   data processing system executable instructions for creating an enhanced object dependency graph model combined with cacheability data; and,   data processing system executable instructions for creating a cache advisor report.   
   
   
       18 . The article of manufacture of  claim 15  wherein, the data processing system executable instructions for generating a set of caching recommendations comprises:
 data processing system executable instructions for obtaining a cache policy model for use with a generator; and   data processing system executable instructions for generating a cache policy.   
   
   
       19 . The article of manufacture of  claim 17 , wherein the enhanced object dependency graph model combined with cacheability data and the cache advisor report may be optionally viewed through a visualizer. 
   
   
       20 . The article of manufacture of  claim 19 , wherein optional viewing through the visualizer provides color-keyed output of the enhanced object dependency graph model combined with cacheability data designating the inherent relationships and properties of the enhanced object dependency model combined with cacheability data. 
   
   
       21 . The article of manufacture of  claim 15 , wherein the data processing system executable instructions for extracting data associated with the dynamic content of interest in accordance with a predetermined data model, the analyzing the extracted data in accordance with plurality of certainty factors and a rules based expert system and the generating a set of caching recommendations from the analyzed data suitable for the caching system and implementing the recommendations in the caching system are repeated iteratively, as in a loop, automatically generating intelligent caching recommendations related to the dynamic web content for use on the caching system.