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Mahindru

Ruchi Mahindru, Hawthorne, NY US

Patent application number	Description	Published
20110082859	INFORMATION THEORY BASED RESULT MERGING FOR SEARCHING HIERARCHICAL ENTITIES ACROSS HETEROGENEOUS DATA SOURCES - A method, system, and computer program product are disclosed for merging search results. In one embodiment, the method comprises identifying a query, splitting the query into sub-queries, and calculating information content for each of the sub-queries. This method also comprises executing each of the sub-queries to obtain a plurality of search results, and combining the search results based on the information content calculated for the sub-queries. In an embodiment, the execution of each of the sub-queries includes identifying a multitude of search results for at least one of the sub-queries; and the combining includes grouping said multitude of search results into a plurality of clusters, and computing a relevance score for each of said clusters. In the embodiment the combining further includes merging the clusters based on the relevance scores computed for the clusters as well as the information content calculated for the sub-queries.	04-07-2011

Ruchi Mahindru, Elmsford, NY US

Patent application number	Description	Published
20100017350	Method and Apparatus for Automatically Structuring Free Form Heterogeneous Data - Techniques are provided for automatically structuring free form heterogeneous data. In one aspect of the invention, the techniques include obtaining free form heterogeneous data, segmenting the free form heterogeneous data into one or more units, automatically labeling the one or more units based on one or more machine learning techniques, wherein each unit is associated with a label indicating an information type, and structuring the one or more labeled units in a format to facilitate one or more operations that use at least a portion of the labeled units, e.g., information technology (IT) operations.	01-21-2010

Ruchi Mahindru, Yonkers, NY US

Patent application number	Description	Published
20080201131	METHOD AND APPARATUS FOR AUTOMATICALLY DISCOVERING FEATURES IN FREE FORM HETEROGENEOUS DATA - Techniques are provided for automatically discovering one or more features in free form heterogeneous data. In one aspect of the invention, the techniques include obtaining free form heterogeneous data, wherein the data comprises one or more data items, applying a label to each data item, using the labeled data to build a language model, wherein a word distribution associated with each label can be derived from the model, and using the word distribution associated with each label to discover one or more features in the data, wherein discovering one or more features in the data facilitates one or more operations that use at least a portion of the labeled data.	08-21-2008
20080201279	METHOD AND APPARATUS FOR AUTOMATICALLY STRUCTURING FREE FORM HETERGENEOUS DATA - Techniques are provided for automatically structuring free form heterogeneous data. In one aspect of the invention, the techniques include obtaining free form heterogeneous data, segmenting the free form heterogeneous data into one or more units, automatically labeling the one or more units based on one or more machine learning techniques, wherein each unit is associated with a label indicating an information type, and structuring the one or more labeled units in a format to facilitate one or more operations that use at least a portion of the labeled units, e.g., information technology (IT) operations.	08-21-2008
20090216697	METHOD FOR PREDICTING PROBLEMATIC CONFIGURATIONS AND RECOMMENDING SAFE CONFIGURATIONS - A system and method for method for assessing configurations includes steps or acts of: receiving configuration data related to configuration items and problem data related to problem tickets; classifying the configuration data into configuration classes; computing a class probability of the configuration classes; associating each configuration class with the problem tickets related to said configuration class; computing a ticket probability distribution of the problem tickets based on number of incidents; evaluating problem ticket characteristics per configuration class to determine a coefficient of trouble value for each configuration class; ranking the configuration classes according to their coefficient of trouble; wherein a highest ranking has the least coefficient of trouble; determining potentially optimal configurations based on the rankings; and providing to a user migration paths corresponding to the potentially optimal configurations.	08-27-2009