Accenture Global Solutions Limited

Accenture Global Services Gmbh

Anu Tayal

Arun Karthik Ravindran

Sudhir Ranganna Patavardhan

Lisa X Wilson

Naga Viswanath

Shalini Agarwal

Shagufta Shashank Kohli

Vineet Tiyagi

Santosh Ray

Satyendra Chauhan

Dharmesh Rajendra Mehta

Kalamalla Basha

Sudha Sahasrabudhe

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for engineering a data analytics platform using machine learning are disclosed. In one aspect, a method includes the actions of receiving data indicating characteristics of data for analysis, analysis techniques to apply to the data, and requirements of users accessing the analyzed data. The actions further include accessing provider information that indicates computing capabilities of a respective data analysis provider, analysis techniques provided by the respective data analysis provider, and real-time data analysis loads of the respective data analysis provider. The actions further include applying the characteristics of the data, the analysis techniques, the requirements of the users, and the provider information, the analysis techniques, and the real-time data analysis loads to a model. The actions further include configuring the one or more particular data analysis providers to perform the analysis techniques on the data.

Engineering data analytics platforms using machine learning

In a method for estimating a complexity of a computing job, selected data objects relevant to a data repository are retrieved. In addition, points are assigned to multiple elements of the selected data objects according to a predefined schedule and scores for the selected data objects are calculated by applying a mathematical function to the multiple elements and complexities of the data objects are estimated based upon the calculated scores and the predefined schedule. In addition, a complexity of the computing job is estimated based upon the estimated complexities of the data objects and the estimated complexity of the computing job is stored.

Estimating a computing job complexity

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Chandigarh, India

Anu Tayal