across many servers

USAGE SUMMARY

The phrase "across many servers" is correct and usable in written English.
It can be used when discussing data distribution, load balancing, or resource allocation in a computing context. Example: "The application is designed to handle requests efficiently across many servers to ensure optimal performance."

✓ Grammatically correct

News & Media

Science

Academia

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

Those tools can be used in tandem with Publius, allowing, for instance, a dissident living under an authoritarian government to spread an anonymous message across many servers or to send an undeletable message to a limited constituency.

The New York Times - Tech

Namely, all client requests are satisfied in the local datacenter in which they arise; the system efficiently supports useful data model abstractions such as column families and counter columns; and clients can access data in a causally-consistent fashion with read-only and write-only transactional support, even for keys spread across many servers.

Princeton University

Horizontal Scaling: Horizontal scaling involves distributing the workload across many servers which may be even commodity machines.

Journal of Big Data

Applications tend to be made up multiple components often spread across many servers that change all the time.

TechCrunch

From a broader perspective, the big data platforms can be categorized into the following two types of scaling: Horizontal Scaling: Horizontal scaling involves distributing the workload across many servers which may be even commodity machines.

Journal of Big Data

The concept is to decentralize a short message service, therefore overcoming the constant issues Twitter has with service provision, or in simple terms, many people host the service across many servers, and they all talk to one and other.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

When the above cannot be influenced and polling protocols with serial processing need to be used (like Modbus TCP in certain configurations), field devices should be spread across many remote servers – The amount of sensors per remote server depends on the processing and transfer time required by the SCADA system.

Journal of Cloud Computing

It dices up messages, encrypts the pieces and spreads them across many computer servers.

The New York Times - Tech

As the New York Times explains, the problem was likely related to a failure of Amazon's "elastic load balancing" service that spreads high traffic loads across many different servers.

MIT Technology Review

Many servers are simply "comatose".

The New York Times - Magazine

"They've gone through too many servers.

The Washington Post

Expert writing Tips

Best practice

When describing system architecture, use "across many servers" to emphasize horizontal scaling and distribution of resources for improved performance and reliability.

Common error

Avoid using "across many servers" when a more specific term like "cluster", "distributed system", or "cloud infrastructure" would more accurately describe the deployment environment.

Linguistic Context

The phrase "across many servers" functions primarily as a prepositional phrase that modifies a verb or noun, indicating the physical or logical distribution of a process, data, or application. As Ludwig AI confirms, the usage is grammatically correct and commonly employed.

Expression frequency: Uncommon

Frequent in

News & Media

40%

Science

30%

Academia

20%

Less common in

Wiki

10%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "across many servers" is a grammatically correct and professionally acceptable way to describe the distribution of workloads or data over several machines. As Ludwig AI pointed out, it's particularly useful in contexts where scalability and reliability are important factors. While the phrase is not exceedingly common, it appears across various domains, including news, scientific literature, and academic discussions, as well as articles on TechCrunch, Forbes and The New York Times.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

distributed across numerous servers

Emphasizes a wider distribution than "many servers".

spread across multiple servers

Focuses on the action of spreading rather than the quantity of servers.

scaled out across several servers

Highlights the scaling aspect of the distribution.

hosted on a cluster of servers

Refers to a specific configuration where servers are grouped.

running on a network of servers

Suggests interconnectedness and communication between the servers.

deployed across a range of servers

Implies a planned and managed distribution.

fragmented over a server farm

Focuses on splitting up over many servers.

replicated on several hosts

Emphasis is on creating identical copies on different servers.

partitioned among many machines

Suggests dividing data or workload into distinct parts.

implemented in a distributed environment

Highlights the distributed computing nature of the setup.

FAQs

How can I use "across many servers" in a sentence?

You can use "across many servers" to describe how a workload, data, or service is distributed to improve scalability and reliability. For example, "The application is deployed "across many servers" to handle peak traffic."

What's the difference between "across many servers" and "on a single server"?

"Across many servers" indicates a distributed architecture, while "on a single server" implies a centralized setup. Distributing "across many servers" can provide benefits such as fault tolerance and increased capacity, whereas using a single server is simpler but has limitations in scalability and reliability.

Which is correct, "across many servers" or "across multiple servers"?

Both "across many servers" and "across multiple servers" are grammatically correct and can be used interchangeably. The choice often depends on stylistic preference, but both convey the idea of distribution across several machines. "Multiple servers" can feel slightly more formal.

What are the benefits of distributing an application "across many servers"?

Distributing an application "across many servers" provides improved scalability, allowing the system to handle more users and traffic. It also enhances fault tolerance, ensuring that the application remains available even if some servers fail.