small chunks of data

USAGE SUMMARY

The phrase "small chunks of data" is correct and usable in written English.
It can be used when discussing the division or segmentation of data into manageable pieces for processing or analysis. Example: "To improve processing speed, we should break the information into small chunks of data."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Inevitably, Twitter is morphing from a company tackling cutting-edge technology problems (how to distribute small chunks of data among huge numbers of people around the world securely) to one thinking about where its next revenue stream is coming from.

The Guardian

When it came to writing small chunks of data on the order of kilobytes in size, Onyx was between 70percentand120percentcent faster than the commercial drive.

MIT Technology Review

In this approach, an incoming stream is packaged into sequences of small chunks of data, which can then be processed by a batch system [66].

Journal of Big Data

Some agents and firms had small chunks of data but no one was widely collecting lease "comps" — detailed records of rent prices, square-footage, landlords, tenants, and income that buildings brought in.

TechCrunch

To overcome such inefficiencies, some techniques split the large size of data randomly into small chunks of data blocks, so they can fit into the memory for carrying out the required computations [6].

Journal of Big Data

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

If this operation is performed in a naïve way, all projection images need to be open and a small chunk of data needs to be read to generate a single sinogram resulting in poor scalability due to the high I/O load.

Advanced Structural and Chemical Imaging

If the message to be sent is long, each stack layer that the message passes through may break the message up into smaller chunks of data.

Stanford University

Spintronic devices already exist; hard drives store much more information than a decade ago, because Moodera and others developed spintronics-based read heads that can detect tiny changes in magnetism, allowing more-plentiful and smaller chunks of data to be packed into the same space.

MIT Technology Review

Named data: CCN treats small chunks of named data, not host-addressed packets.

EURASIP Journal on Wireless Communications and Networking

When compared to the current TCP/IP communication model, CCN has the following characteristics: Named data: CCN treats small chunks of named data, not host-addressed packets.

EURASIP Journal on Wireless Communications and Networking

Until very recently, security systems were limited to searching in small chunks of that data for a few tell-tale bytes – those being a pattern of data or an antivirus signature unique to a specific attack.

The Guardian

Expert writing Tips

Best practice

In network communication, transmitting information in "small chunks of data" ensures reliable delivery and prevents congestion.

Common error

Be precise when describing the size and nature of the data. Instead of just saying "pieces of data", specify "small chunks of data" to highlight the manageable and discrete nature of the information.

Linguistic Context

The phrase "small chunks of data" functions as a noun phrase, typically used as an object or complement in a sentence. It refers to discrete, manageable portions of information. Ludwig AI validates its grammatical correctness.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

37%

Academia

13%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "small chunks of data" accurately describes the division of information into smaller, manageable units. As confirmed by Ludwig AI, the phrase is grammatically sound and versatile, appearing in scientific, news media, and academic contexts. While not extremely common, its usage is consistent across diverse sources. For alternative phrasing, consider "small data segments" or "tiny data fragments" to convey similar meaning. When using the phrase, ensure clarity regarding the size and nature of the data being described. Breaking down larger tasks into "small chunks of data" will certainly boost your workflow.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

small data segments

Replaces "chunks" with "segments", emphasizing the division of data into distinct parts.

small data packets

Uses "packets" to imply structured units of data, often used in networking contexts.

tiny data fragments

Substitutes "chunks" with "fragments" and "small" with "tiny", highlighting the diminutive size of the data portions.

bite-sized data pieces

Employs a more informal and descriptive term "bite-sized pieces" to convey ease of handling.

discrete data units

Replaces "chunks" with "units" and adds the adjective "discrete" highlighting data as separate entities.

miniature data portions

Uses "miniature" instead of "small" and "portions" instead of "chunks", stressing the reduced scale of the data.

individual data elements

Replaces "chunks" with "elements" to focus on the basic constituents of data.

manageable data bits

Uses "bits" and highlights data portion's manageability.

compact data segments

Emphasizes the compressed or reduced nature of the data portions.

concise data extracts

Highlights that the data pieces are taken from data source, and that they are short/without fluff.

FAQs

How can I use "small chunks of data" in a sentence?

You can use "small chunks of data" to describe dividing information into manageable parts for processing, analysis, or transmission. For example: "The algorithm processes the information in "small chunks of data" to improve efficiency."

What are some alternatives to "small chunks of data"?

Alternatives include "small data segments", "small data packets", or "tiny data fragments", depending on the specific context.

Is it better to process large amounts of data all at once or in "small chunks of data"?

Processing data in "small chunks of data" is often more efficient, especially when dealing with limited memory or complex algorithms. It allows for better resource management and can prevent system overload.

What is the difference between "small chunks of data" and "large datasets"?

"Small chunks of data" refers to discrete, manageable portions of information, while "large datasets" describes an extensive collection of data. Processing "large datasets" often involves breaking them down into "small chunks of data" for efficient processing.