Sentence examples for performing data analytics from inspiring English sources

Since expressivity of a query language is known to be inversely related to its performance [33], evaluation of rich and complex queries always bears the penalty of performance, which is particularly critical when performing data analytics on very large data streams.

Techniques for effective management of resources in sensor networks and in parallel systems performing data analytics on data collected on a facility are discussed.

The real value of such data is gained by new knowledge acquired by performing data analytics using various data mining, machine learning or statistical methods.

The utility computing model introduced by cloud computing, combined with the rich set of cloud infrastructure and storage services, offers a very attractive environment in which scientists can perform data analytics.

Search queries will be conducted with a combination of fixed search criteria (e.g., query of all orders in a particular stock, by a particular customer, on a particular day) or dynamic search to allow regulators to perform data analytics (e.g., query for orders cancelled within a certain period of time).

Big Data Processing Platforms: Big data applications for smart cities need to perform data analytics that usually require huge processing capability.

The data owner, who owns one or more datasets, and would like to allow analysts to perform data analytics over the datasets without compromising the privacy of users in the dataset.

MapReduce is a framework for performing data-intensive computations and data analytics in parallel on commodity computers.

To address this need, SAS built-in memory analytic servers and invented technology to perform data management and analytics inside of databases without moving the data.

Data sets such as graphs are growing so rapidly that performing meaningful data analytics in reasonable time is beyond the ability of common software and hardware for many applications.

The primary purpose of this paper is to provide an in-depth analysis of different platforms available for performing big data analytics.