Say I'm expecting about 100 requests a second, each request should take anywhere between 1 - 3 seconds (In a perfect world).
假设我期待每秒约100个请求，每个请求应该在1到3秒之间（在一个完美的世界中）。
Would I create a pool of 300 connections? Or something slightly higher to compensate for potential spikes?
我会创建一个300连接的池吗？或稍高的东西来弥补潜在的尖峰？
1 个解决方案
#1
4
That depends on the distribution of arriving events. Queuing theory can give you a formula (for a given distribution) how many connections you need so that the probability of failure (no free connection in your case) will be no more than certain percentage.
这取决于到达事件的分布。排队理论可以为您提供一个公式（对于给定的分布）您需要多少连接，以便失败的概率（在您的情况下没有免费连接）将不超过一定百分比。
You may want to look at these notes (page 17) which give you some formulas, such as probability that you have n requests being served at the same time or you have a non-empty queue (the state that you want to avoid)
您可能需要查看这些注释（第17页），这些注释会为您提供一些公式，例如您同时提供n个请求的概率，或者您具有非空队列（您要避免的状态）
#1
4
That depends on the distribution of arriving events. Queuing theory can give you a formula (for a given distribution) how many connections you need so that the probability of failure (no free connection in your case) will be no more than certain percentage.
这取决于到达事件的分布。排队理论可以为您提供一个公式（对于给定的分布）您需要多少连接，以便失败的概率（在您的情况下没有免费连接）将不超过一定百分比。
You may want to look at these notes (page 17) which give you some formulas, such as probability that you have n requests being served at the same time or you have a non-empty queue (the state that you want to avoid)
您可能需要查看这些注释（第17页），这些注释会为您提供一些公式，例如您同时提供n个请求的概率，或者您具有非空队列（您要避免的状态）