AWS Lambda的”冷啟動”時間

在Hacker News 上看到的一些相關比較,作者比較了現有AWS Lambda 的程式語言,並記錄每種語言在不同情境下的cold start的時間。

測試架構大概如下:

clients -> HTTP API -> Lambda function -> Dynamo DB

直接跳到測試結果

Cold start:

* All languages(except Java and .Net) have a pretty small cold start.
* Java even cannot start with 128Mb. It needs more memory. But GraalVM can help in this case.
* Rust beats all runtimes for all setups for cold start, the only exception is 128 MB where Python is the best.

AWS Lambda battle 2021: performance comparison for all languages (cold and warm start) | by Aleksandr Filichkin | Sep, 2021 | Medium

Warm start:

* Golang and Rust are the winners. They have the same brilliant performance.
* .Net has almost the same performance as Golang and Rust, but only after 1k iterations(after JIT).
* GraalVM has a stable great performance almost the same as .Net and a bit worse than Rust and Golang. But it doesn’t perform well for the smallest setup.
* Java is the next after GraalVM.The same as .Net, Java needs some time(1–3k iterations) for JIT(C1). Unfortunately for this particular use case, I was not able to achieve the expected great performance after JIT C2 compilation. Maybe AWS just disabled it.
* Python has stable good performance but works too slow for the 128 MB.
* Ruby has almost the same performance as Python, but we see some duration growing after 20 min invocations(after 15k iteration).
* NodeJs is the slowest runtime, after some time it becomes better(JIT?) but still is not good enough. In addition, we see the NodeJS has the worst maximum duration.

AWS Lambda battle 2021: performance comparison for all languages (cold and warm start) | by Aleksandr Filichkin | Sep, 2021 | Medium

Go與Rust是其中最穩定的且效能最好的,在幾乎所有的情境下,都是前2名。(唯一的例外是,Python在128MB RAM 的環境下是最快的)。

對我而言比較意外的是Node.js,沒想到會是最慢的!?

Reference:

AWS Lambda battle 2021: performance comparison for all languages (cold and warm start) | by Aleksandr Filichkin | Sep, 2021 | Medium