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				|  |  | +GRPC Connection Backoff Protocol
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				|  |  | +================================
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				|  |  | +
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				|  |  | +When we do a connection to a backend which fails, it is typically desirable to
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				|  |  | +not retry immediately (to avoid flooding the network or the server with
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				|  |  | +requests) and instead do some form of exponential backoff.
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				|  |  | +
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				|  |  | +We have several parameters:
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				|  |  | + 1. INITIAL_BACKOFF (how long to wait after the first failure before retrying)
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				|  |  | + 2. MULTIPLIER (factor with which to multiply backoff after a failed retry)
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				|  |  | + 3. MAX_BACKOFF (Upper bound on backoff)
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				|  |  | + 4. MIN_CONNECTION_TIMEOUT
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				|  |  | +
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				|  |  | +## Proposed Backoff Algorithm
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				|  |  | +
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				|  |  | +Exponentially back off the start time of connection attempts up to a limit of
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				|  |  | +MAX_BACKOFF.
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				|  |  | +
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				|  |  | +```
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				|  |  | +ConnectWithBackoff()
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				|  |  | +  current_backoff = INITIAL_BACKOFF
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				|  |  | +  current_deadline = now() + INITIAL_BACKOFF
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				|  |  | +  while (TryConnect(Max(current_deadline, MIN_CONNECT_TIMEOUT))
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				|  |  | +         != SUCCESS)
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				|  |  | +    SleepUntil(current_deadline)
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				|  |  | +    current_backoff = Min(current_backoff * MULTIPLIER, MAX_BACKOFF)
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				|  |  | +    current_deadline = now() + current_backoff
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				|  |  | +```
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				|  |  | +
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				|  |  | +## Historical Algorithm in Stubby
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				|  |  | +
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				|  |  | +Exponentially increase up to a limit of MAX_BACKOFF the intervals between
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				|  |  | +connection attempts. This is what stubby 2 uses, and is equivalent if
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				|  |  | +TryConnect() fails instantly.
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				|  |  | +
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				|  |  | +```
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				|  |  | +LegacyConnectWithBackoff()
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				|  |  | +  current_backoff = INITIAL_BACKOFF
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				|  |  | +  while (TryConnect(MIN_CONNECT_TIMEOUT) != SUCCESS)
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				|  |  | +    SleepFor(current_backoff)
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				|  |  | +    current_backoff = Min(current_backoff * MULTIPLIER, MAX_BACKOFF)
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				|  |  | +```
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				|  |  | +
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				|  |  | +The grpc C implementation currently uses this approach with an initial backoff
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				|  |  | +of 1 second, multiplier of 2, and maximum backoff of 120 seconds. (This will
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				|  |  | +change)
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				|  |  | +
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				|  |  | +Stubby, or at least rpc2, uses exactly this algorithm with an initial backoff
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				|  |  | +of 1 second, multiplier of 1.2, and a maximum backoff of 120 seconds.
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				|  |  | +
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				|  |  | +## Use Cases to Consider
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				|  |  | +
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				|  |  | +* Client tries to connect to a server which is down for multiple hours, eg for
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				|  |  | +  maintenance
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				|  |  | +* Client tries to connect to a server which is overloaded
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				|  |  | +* User is bringing up both a client and a server at the same time
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				|  |  | +    * In particular, we would like to avoid a large unnecessary delay if the
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				|  |  | +      client connects to a server which is about to come up
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				|  |  | +* Client/server are misconfigured such that connection attempts always fail
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				|  |  | +    * We want to make sure these don’t put too much load on the server by
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				|  |  | +      default.
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				|  |  | +* Server is overloaded and wants to transiently make clients back off
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				|  |  | +* Application has out of band reason to believe a server is back
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				|  |  | +    * We should consider an out of band mechanism for the client to hint that
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				|  |  | +      we should short circuit the backoff.
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