data consistency

USAGE SUMMARY

"data consistency" is correct and usable in written English.
You can use it when referring to the accuracy and reliability of data, or when talking about ways of ensuring accuracy and reliability in data. For example, "One of our biggest IT challenges is to ensure data consistency across all of our databases."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Optimistic concurrency control provides long term data consistency.

Stanford University

Though transactional services aim to ensure data consistency, NoSQL databases prioritize efficiency/availability over data consistency.

Future Generation Computer Systems

This approach also enables the verification of experimental data consistency.

International Journal of Mechanical Sciences

Meanwhile, data consistency is straightforward checked between predicted CERs and measured CTRs.

Chemical Engineering Science

We also propose an efficient user-space journaling to ensure data consistency while minimizing kernel cost.

Journal of Systems Architecture

In the process of collating data across different studies, corrections were required for data consistency.

Forest Ecology and Management

In this paper we propose an active replication scheme in which data consistency can be maintained.

Journal of Systems and Software

Through the data consistency constraint, weights of training patches are calculated from MAF.

Neurocomputing

The work demonstrates adaptive guarantees of selective data consistency model.

Journal of Cloud Computing

RTIG is responsible for synchronization and data consistency.

Journal of Internet Services and Applications

The mobility of collectors enhance the data consistency.

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

In scientific research, clearly outline the methods used to ensure "data consistency", such as cross-validation or standardization protocols.

Common error

Avoid assuming everyone understands the specific type of "data consistency" you're referring to. Always provide context, especially when discussing complex systems or research methodologies.

Linguistic Context

The phrase "data consistency" functions primarily as a noun phrase, often serving as the subject or object of a sentence. Ludwig AI indicates that it's used to describe the state of data being accurate and reliable across different instances or systems. It is used to highlight the importance of the attribute of accuracy and reliability.

Expression frequency: Very common

Frequent in

Science

79%

News & Media

10%

Formal & Business

6%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

"Data consistency" is a critical concept across various fields, particularly in science, technology, and business. As Ludwig AI confirms, the phrase is grammatically correct and widely used to emphasize the importance of maintaining accurate and reliable data. Its prevalence in scientific literature underscores its significance in research, where ensuring "data consistency" is paramount for reproducibility and validity. While alternatives like "data integrity" and "data accuracy" exist, the specific choice depends on the context and the desired emphasis. When using the term, it's essential to provide sufficient context to avoid ambiguity, especially when discussing complex systems or methodologies.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data integrity

Focuses on the completeness and accuracy of data over its entire lifecycle.

data accuracy

Emphasizes the correctness and validity of data values.

data reliability

Highlights the trustworthiness and dependability of data.

data validation

Refers to the process of ensuring data meets specified criteria.

information consistency

Broader term that includes data but extends to all forms of information.

database integrity

Specifically refers to the integrity of data within a database system.

consistent data

Reorders the phrase while maintaining the core meaning.

data synchronization

Focuses on maintaining identical data across multiple locations.

cross-validation of data

Highlights confirming data using different sources

harmonized data

Emphasizes data that has been standardized for uniformity and interoperability.

FAQs

How can I ensure "data consistency" in a database?

You can ensure "data consistency" by implementing database transactions, using constraints, and employing replication strategies. Different database systems offer varying levels of consistency guarantees.

What are some alternatives to "data consistency"?

Alternatives include "data integrity", "data accuracy", and "data reliability", depending on the specific aspect you want to emphasize.

Why is "data consistency" important in scientific research?

"Data consistency" is crucial in scientific research to ensure the reproducibility and validity of results. It minimizes errors and biases, leading to more trustworthy conclusions.

What's the difference between "data consistency" and "data integrity"?

"Data consistency" refers to maintaining the same data across different systems or at different times, while "data integrity" encompasses the overall accuracy, completeness, and validity of data.