Time window with exponential backoff

[KaranH15]

Prerequisites

• I have written a descriptive issue title
• I have searched existing issues to ensure the feature has not already been requested

🚀 Feature Proposal

Right now in timeWindow option we can set retries for regular interval of time. There is no option for allowing exponential backoff time. E.g If I want user to retry for following time windows - 1min, 5 min, 15min ........ No option to configure that rn.

Motivation

No response

Example

No response

[climba03003]

The current implementation do not keep how many times for an ip to be banned.
Those data would require a persistence storage other than redis.

I think the idea good, but not sure if it worth for storing such data.

[Uzlopak]

Just because I have the code currently open in my vscode: Exponential back off can be implemented by the following code:

/**
 * Exponential backoff is the process of a client periodically retrying a
 * failed request over an increasing amount of time. It is a standard error
 * handling strategy for network applications. The Core Reporting API is
 * designed with the expectation that clients which choose to retry failed
 * requests do so using exponential backoff. Besides being "required", using
 * exponential backoff increases the efficiency of bandwidth usage, reduces
 * the number of requests required to get a successful response, and
 * maximizes the throughput of requests in concurrent environments.
 *
 * @see https://developers.google.com/analytics/devguides/reporting/core/v3/errors#backoff
 */
function exponentialDelay(retryNumber) {
	const delayInSeconds = Math.pow(2, retryNumber)
	const randomMs = ~~(1000 * Math.random())
	return delayInSeconds * 1000 + randomMs
}

[aniketcodes]

This is done. Need inputs/suggestions. #387