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Publication


Featured researches published by Archana Sulochana Ganapathi.


Managing Large-scale Systems via the Analysis of System Logs and the Application of Machine Learning Techniques on | 2011

Web analytics and the art of data summarization

Archana Sulochana Ganapathi; Steve Yu Zhang

Web Analytics has become a critical component of many business decisions. With an ever growing number of transactions happening through web interfaces, the ability to understand and introspect web site activity is critical. In this paper, we describe the importance and intricacies of summarization for analytics and report generation on web log data. We specifically elaborate on how summarization is exposed in Splunk and discuss analytics search design trade-offs.


SLAML'10 Proceedings of the 2010 workshop on Managing systems via log analysis and machine learning techniques | 2010

Optimizing data analysis with a semi-structured time series database

Ledion Bitincka; Archana Sulochana Ganapathi; Stephen Phillip Sorkin; Steve Yu Zhang


Archive | 2012

Data model for machine data for semantic search

Alice Emily Neels; Archana Sulochana Ganapathi; Marc Vincent Robichaud; Stephen Phillip Sorkin; Steve Yu Zhang


Archive | 2013

METADATA TRACKING FOR A PIPELINED SEARCH LANGUAGE (DATA MODELING FOR FIELDS)

Archana Sulochana Ganapathi; Alice Emily Neels; Marc Vincent Robichaud; Stephen Phillip Sorkin; Steve Yu Zhang


Archive | 2013

Generation of a data model for searching machine data

Alice Emily Neels; Archana Sulochana Ganapathi; Marc Vincent Robichaud; Stephen Phillip Sorkin; Steve Yu Zhang


workshop on management of big data systems | 2012

Experiences with workload management in splunk

Ledion Bitincka; Archana Sulochana Ganapathi; Steve Yu Zhang


Archive | 2015

Generation of a data model applied to object queries

Alice Emily Neels; Archana Sulochana Ganapathi; Marc Vincent Robichaud; Stephen Phillip Sorkin; Steve Yu Zhang


Archive | 2017

Data Model Selection and Application Based on Data Sources

Alice Emily Neels; Archana Sulochana Ganapathi; Marc Vincent Robichaud; Stephen Phillip Sorkin; Steve Yu Zhang


Archive | 2015

GENERATION OF A DATA MODEL APPLIED TO QUERIES

Alice Emily Neels; Archana Sulochana Ganapathi; Marc Vincent Robichaud; Stephen Phillip Sorkin; Steve Yu Zhang


Archive | 2015

Associating Metadata With Results Produced By Applying A Pipelined Search Command To Machine Data In Timestamped Events

Archana Sulochana Ganapathi; Alice Emily Neels; Marc Vincent Robichaud; Stephen Phillip Sorkin; Steve Yu Zhang

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