limited scalability

USAGE SUMMARY

"limited scalability" is a correct and usable phrase in written English.
It refers to a system or technology's inability to handle a large increase in workload or usage. Example: "Despite its advanced features, the new software has limited scalability, causing it to crash when too many users try to access it simultaneously."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

19 human-written examples

However, despite its flexibility and versatility, this architecture comes at the expense of (1) laying a huge burden on the limited Ternary Content Addressable Memory (TCAM) space, and (2) limited scalability due to the large number of forwarding rules that the controller must install in the network.

Computer Networks

They have also limited scalability.

Journal of Network and Computer Applications

One shortcoming is its difficulty adapting to increased demands, or what computer scientists refer to as limited scalability.

The New York Times - Tech

Autologous stem cell therapies offer less scope for intellectual property coverage and have limited scalability.

Pharmacology & Therapeutics

Although monolayer systems promoted rapid in vitro expansion of undifferentiated cells, they present limited scalability.

Biomaterials

These methods are robust and exhibit good performance, but often require large amounts of memory and have limited scalability.

Computers & Geosciences

Human-verified similar examples from authoritative sources

Similar Expressions

41 human-written examples

However, existing neural approaches use expensive bi-directional attention mechanisms or score all possible answer spans, limiting scalability.

Stanford University

However, reaching high values of tensile strength and strain at breaking requires a step of wet-stretching in water, which limits scalability and the practical usage of the technique.

Polymer

This necessity will limit scalability for Flash memory devices [8, 58].

Nanoscale Research Letters

However, undifferentiated ES cells are not ideally suited to suspension culture due to the formation of cellular aggregates, ultimately limiting scalability.

Plosone

For gene-sized edits, these approaches, however, are still thought to require the construction of plasmids with long homology arms, which limits scalability.

Genetics

Expert writing Tips

Best practice

When discussing "limited scalability", clearly identify the specific resource or system to which the limitation applies. For example, "the system's limited scalability prevents it from handling peak traffic loads".

Common error

Avoid using "limited scalability" when you actually mean poor performance. Scalability refers to the ability to handle increased load, while performance refers to how well a system operates under a given load. A system can be scalable but still have poor performance if it becomes slow or inefficient as it grows.

Linguistic Context

The phrase "limited scalability" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes a characteristic or attribute of a system, process, or technology. Ludwig AI indicates that this is correct and usable English.

Expression frequency: Very common

Frequent in

Science

50%

News & Media

24%

Formal & Business

24%

Less common in

Academia

2%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "limited scalability" is a grammatically sound and frequently used term, particularly in scientific, technical, and business contexts. It describes the inability of a system or solution to effectively handle increased demands or growth. According to Ludwig AI, the phrase is correct and usable in written English. Common errors include confusing scalability with performance. When using the phrase, it's crucial to identify the specific resource or system being discussed. Alternatives such as "poor extensibility" or "scalability constraints" may be suitable depending on the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

restricted scaling

Focuses on the act of scaling being restricted, rather than the capacity itself.

poor extensibility

Highlights the difficulty in extending or expanding a system.

inadequate capacity for growth

Emphasizes the lack of sufficient capacity to accommodate future growth.

scalability constraints

Identifies the limitations as specific constraints.

difficult to scale

Focuses on the difficulty of the scaling process.

limited expandability

Highlights the reduced ability to expand.

small capacity for expansion

Stresses the small amount of capacity available for expansion.

scaling difficulties

Focuses on the challenges encountered when scaling.

constrained scalability

Highlights the fact that the scalability is restricted.

finite scalability

Emphasizes the concept of having a defined, non-infinite scalability.

FAQs

How to use "limited scalability" in a sentence?

You can use "limited scalability" to describe a system or solution that cannot effectively handle an increasing workload or user base. For example, "The application's "limited scalability" became a problem as the user base grew exponentially".

What are some alternatives to "limited scalability"?

Alternatives include "poor extensibility", "scalability constraints", or "difficult to scale". The best choice depends on the specific context.

What does "limited scalability" mean in the context of software development?

In software development, "limited scalability" means that the software application or system has difficulty accommodating a larger number of users, increased data volume, or more complex tasks without experiencing performance degradation or failures.

What factors contribute to "limited scalability" in a system?

Factors contributing to "limited scalability" can include architectural limitations, inefficient algorithms, hardware constraints, database bottlenecks, and network limitations.