Sentence examples for data processing flexibility from inspiring English sources

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.

While extremely useful for many types of projects and collaborations, these solutions inherently result in a loss of data processing flexibility compared to locally installed resources and may be unsuitable for projects dealing with sensitive data.

The VLIW mode of the SRP comprises a greater programming flexibility because data processing operations and control operations can be executed simultaneously in this mode.

imzML provides more flexibility in data processing as the user is no more limited to proprietary software but can choose the processing option that best fits the purpose.

Chemical processes > Data processing.

A range of software platforms and packages are available for PET data processing and analysis offering different levels of flexibility and complexity to the user (Ratib, 2004).

Distributed estimation is commonly utilized for distributed data processing over sensor networks, which exhibits increased robustness, flexibility, and system efficiency compared to centralized processing.

Given its flexibility and simplicity for developing data processing pipelines, it is not surprising that a large fraction of computing jobs in contemporary Hadoop deployments originate from Apache Pig or similar high-level tools (Chen et al., 2012).

Finally, data processing strategy was carried out according to the procedure of structural flexibility identification from MRIT data, and the identified flexibility matrix has been used to predict structural deflections by multiplying a static force vector corresponding to the tested truck load.

The focus on Hadoop MapReduce is justified by the suitability of its functionalities as to handling urban data as well as to its advantages associated with load balancing, cost effectiveness, flexibility, and processing power compared to other data processing platforms.

Although our system needs further sophistication to allow more flexibility in scripts and to improve efficiency in data processing, it shows promise in facilitating the application of MapReduce technology to efficient data processing with large scale administrative data in health services and clinical research.