Understanding IOPS, Latency, and Throughput: A Simple Guide
When it comes to computer storage, three important terms often come up: IOPS, Latency, and Throughput. Let's break these down with simple explanations and everyday examples.
IOPS: Tasks Per Second
What is it?
IOPS stands for Input/Output Operations Per Second. It measures how many read and write operations a storage device can handle each second.
Example:
Imagine you have an SSD (Solid State Drive) and an HDD (Hard Disk Drive). The SSD has an IOPS of 50,000, while the HDD has an IOPS of 200. This means the SSD can handle 50,000 read or write operations per second, whereas the HDD can only handle 200. The higher IOPS of the SSD makes it much faster for tasks that require frequent data access, such as running databases or operating systems.
Latency: Reaction Time
What is it?
Latency is the time it takes to complete one I/O operation. It is often measured in milliseconds .It's like the delay before something starts happening after a request is made.
Example:
A storage that performs 100 IOPs with an average latency of 10 milliseconds compared to a storage that does the same 100 IOPs in 1 millisecond , then which storage is faster? Yes , you are right the one that did in 1 millisecond because it has done 10x faster than the former.
Throughput: Data Transfer Rate
What is it?
Throughput measures the amount of data that can be transferred from one place to another in a given amount of time. It's like the speed of a pipeline.
Example:
Imagine transferring a large video file. An SSD with a throughput of 500 MB/s can transfer the file much faster than an HDD with a throughput of 100 MB/s. If you're moving a 5 GB file, the SSD would complete the transfer in 10 seconds, while the HDD would take 50 seconds. Higher throughput means faster data transfer, which is important for tasks like backups, video streaming, and large file transfers.
Let's combine these concepts with a simple storage scenario:
IOPS: You're using an SSD to run a database. The SSD's high IOPS (e.g., 50,000) allows it to handle thousands of database queries per second, ensuring fast performance even under heavy load.
Latency: You're accessing files on a local SSD versus a network-attached storage (NAS) device. The local SSD's low latency (e.g., 1 millisecond) means files open almost instantly, while the NAS device's higher latency (e.g., 10 milliseconds) causes a noticeable delay.
Throughput: You're backing up your computer to an external SSD with a throughput of 500 MB/s. A large 5 GB backup completes in 10 seconds, making the process quick and efficient compared to using an external HDD with a throughput of 100 MB/s, which would take 50 seconds.
Understanding these three metrics helps you choose the right storage solution for your needs, ensuring optimal performance for your specific tasks. With high IOPS, low latency, and high throughput, your storage system will be fast and efficient, making your computing experience much smoother.
Subscribe to my newsletter
Read articles from Manasvi Gade directly inside your inbox. Subscribe to the newsletter, and don't miss out.
Written by