Sentence examples for scalability data from inspiring English sources

For horizontally scalability, data from PostGIS was imported in HDFS based data store Hbase.

Specifically, the architecture consists of a transport engine and peripheral clients and addresses issues in scalability, data sharing, data transformation, and platform heterogeneity.

Table 2 compares the different platforms based on the following characteristics: scalability, data I/O performance, fault tolerance, real-time processing, data size support and the support for iterative tasks.

In fact, supervised leaning algorithms inherently suffer from several limitations, namely scalability, data scarcity, inflexibility, ad-hoc static models; these methods 'should tackle technical challenges in terms of their robustness to real-world conditions and real-time performance' [42].

We report in this paper on our system architecture and on several challenges we met in its elaboration, attempting to meet requirements of scalability, data processing, flexibility, interoperability and privacy.

Future Challenge: 7 When a large number of end-users start to share Fog applications and resources, the performance, scalability, data security, user identity management, monitoring and the potential arising from insiders threats becomes difficult to manage in a Fog network [ 140 ].

The recent growing size of datasets requires scalability of data mining algorithms, such as clustering algorithms.

An important challenge in the domain of vehicular ad hoc networks (VANET) is the scalability of data dissemination.

Cloud storage is a new cost-effective paradigm that aims at providing high availability, reliability, massive scalability and data sharing.

Under this architecture, the system ensures its scalability, extensibility, data consistency, and the ability of cross-platform.

Many approaches for scalability and data management services have been proposed like big table [21] and dynamo [22], but lacks in providing transactional level guaranty.