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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
low level infrastructure
Grammar usage guide and real-world examplesUSAGE SUMMARY
'low level infrastructure' is a perfectly correct and usable phrase in written English.
It is used to refer to the basic physical and technological structures which are necessary to support a system, organization, or process. It typically includes telephone lines, power grids, and internet networks. For example, "The city is investing billions of dollars to upgrade its low level infrastructure over the next five years."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
basic infrastructure
foundational infrastructure
core infrastructure
fundamental infrastructure
primary infrastructure
underlying infrastructure
low level fund
low level construction
low level building
low level public
low level development
low level financing
low level material
low level maintenance
low level community
low level support
low level network
low level hardware
low level capacity
low level management
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
1 human-written examples
Indeed, such mechanisms are mainly reactive and are triggered by thresholds violations (related to response times, as in Google App Engine, or CPU utilization or other low level infrastructure metrics, as in Amazon EC2).
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
SDG-Pro takes over the responsibility of invoking individual governance capabilities (e.g., per vehicle), effectively shielding the developers from low-level infrastructure details.
By doing that, we think that by combining that learning with what we know about the low-level infrastructure, we can make things even more efficiently in the future.
News & Media
Central point of operation – Enable conceptually centralized (API) interaction with the software-defined IoT cloud system to allow for a unified view on the system's operations and governance capabilities (available at runtime), without worrying about low-level infrastructure details.
dpkg provides the low-level infrastructure for package management.
Wiki
The rtracklayer package provides a command-line interface and low-level infrastructure for importing, exporting and visualizing genomic annotations from within the R platform for statistical computing.
Science
The island is mostly rural with a low level of infrastructure.
At 0.9 t/cap/a in 2010, the consumption of construction minerals was lower than in any other region reflecting a low level of infrastructure development.
Science
Therefore, as our platform is mostly aimed at small laboratories mostly focused on biomedical skills and with a low level hardware infrastructure, the choice of iRODS as Grid storage middleware has been preferred despite the advanced features of gLite.
The health centres are stratified into three groups with high, medium, and low levels of infrastructure based on the number of staff, availability of relevant facilities, such as maternity beds, and utilization rates.
Science
Additionally, developing countries have low transplant rates because of a combination of low levels of infrastructure; geographical remoteness; lack of legislation governing brain death; religious, cultural and social constraints; and commercial incentives that favor dialysis [ 38].
Science
Expert writing Tips
Best practice
When discussing system architecture, clearly define what aspects of the infrastructure are considered "low level" to avoid ambiguity. For instance, specify if you are referring to hardware components, network protocols, or software layers.
Common error
Avoid assuming that everyone understands what constitutes "low level" infrastructure in your specific context. Always provide clarifying details or examples, as the term can be subjective and vary across different domains.
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "low level infrastructure" functions as a descriptive term, modifying the noun "infrastructure". It specifies a particular category or type of infrastructure based on its position in a hierarchical system, often referring to the most fundamental or basic components. As Ludwig AI confirms, it’s a valid and useful term.
Frequent in
Science
40%
News & Media
30%
Formal & Business
15%
Less common in
Wiki
5%
Encyclopedias
5%
Social Media
5%
Ludwig's WRAP-UP
In summary, "low level infrastructure" is a descriptive term used to specify the foundational components of a system. Ludwig AI confirms its correctness and utility in written English. Its primary function is to provide clarity in technical discussions. While its usage is relatively uncommon, the phrase appears across various contexts, including science, news, and business. Understanding the specific meaning within a given context is crucial, as the term can be subjective. To ensure clear communication, it's essential to define what constitutes "low level" in your specific situation, and consider using alternative phrases like "basic infrastructure" or "underlying infrastructure" for nuanced meaning.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
basic infrastructure
Focuses on the fundamental aspect of the infrastructure, without necessarily implying a hierarchical level.
foundational infrastructure
Emphasizes the infrastructure's role as a basis or foundation for further development.
core infrastructure
Highlights the essential and central nature of the infrastructure.
fundamental infrastructure
Stresses the basic and indispensable characteristics of the infrastructure.
elementary infrastructure
Indicates the rudimentary or initial stage of infrastructure development.
primary infrastructure
Highlights the infrastructure's role as being of first importance.
underlying infrastructure
Focuses on the infrastructure that lies beneath and supports other systems.
lower-tier infrastructure
Specifies the hierarchical position of the infrastructure more explicitly.
ground-level infrastructure
Emphasizes the infrastructure's position as the initial or entry-level.
entry-level infrastructure
Implies that the infrastructure represents a starting point or basic configuration.
FAQs
How is "low level infrastructure" different from "high level infrastructure"?
"Low level infrastructure" refers to the foundational components of a system, such as hardware and basic network protocols, while "high level infrastructure" involves more abstract and complex systems built upon these foundations, such as application frameworks and user interfaces.
What are some examples of "low level infrastructure" in a software context?
In software, examples of "low level infrastructure" include operating systems, device drivers, and basic networking protocols. These are the fundamental elements upon which higher-level applications are built.
Why is understanding "low level infrastructure" important?
Understanding "low level infrastructure" allows for better optimization, troubleshooting, and customization of systems. It enables developers and administrators to fine-tune performance and address issues at a fundamental level.
What can I say instead of "low level infrastructure"?
Depending on the context, you can use alternatives like "basic infrastructure", "foundational infrastructure", or "underlying infrastructure". Each of these phrases emphasizes a slightly different aspect of the infrastructure's role.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
80%
Authority and reliability
4.1/5
Expert rating
Real-world application tested