Sentence examples for big data systems and from inspiring English sources

These teams showed a positive attitude towards smart manufacturing approaches, with plans to integrate IoT, big data systems and data-driven analytics being a recurring theme.

Normally, the feature extraction methods need whole data in the memory that increases the computational complexity of big data systems and degrades the performance of classifiers.

The family feature model is derived based on a domain analysis of big data systems and represents the common and variant features.

Future works could take a good balance between centralization (getting computation back to big data systems) and decentralization (putting computation down to sensor nodes).

To enhance the understanding of big data systems and support the architect in designing big data architectures, we propose a domain-driven design approach for deriving application architectures.

The example shows how the requirements of users (e.g., Netease and its clients) affect the design of big data system and drive the advance of technologies.

To this end, we present an architecture design of cloud-based big data system and discuss the integration of feasible performance isolation approaches.

According to Dumbill [51] and Kambatla et al. [61], data diversity is a common case for big data system and a frequent use of big data analytics is to consider unstructured data and find meaningful information.

He paused, and reflected, "It's about how to run a Big Data system and create value all around".

He has also served as a technical paper reviewer for reputed conferences and journals in cloud computing, distributed systems and big data systems.

Nodeable CEO Dave Rosenberg says the big difference between Dremel and other real-time big data systems such as Storm and S4 is that these are streaming engines, while Dremel is designed for ad-hoc querying, ie really fast search results.