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Gradient2

Struct Gradient2 

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pub struct Gradient2 { /* private fields */ }
Expand description

Netflix Gradient2–inspired adaptive concurrency limit strategy.

Instead of estimating absolute queue depth (like Vegas), Gradient2 uses the gradient (ratio) of long-term RTT to short-term RTT to detect queueing. A configurable tolerance allows small RTT increases without triggering limit reduction, making it more robust to natural latency variance.

The algorithm maintains two RTT estimates:

  • long RTT: exponentially smoothed baseline (adapts slowly)
  • short RTT: most recent observed RTT (reacts immediately)

Each update computes:

gradient  = clamp(tolerance × long_rtt / short_rtt, 0.5, 1.0)
new_limit = gradient × current_limit + queue_size
limit     = smooth(current_limit, new_limit)

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impl Gradient2

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pub fn builder() -> Gradient2Builder

Returns a Gradient2Builder for configuring a new Gradient2 instance.

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impl Algorithm for Gradient2

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fn max_concurrency(&self) -> usize

Returns the maximum number of concurrent requests the algorithm currently allows. Read more
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fn update( &mut self, rtt: Duration, num_inflight: usize, _is_error: bool, is_canceled: bool, )

Observes the outcome of a request and updates the algorithm’s state accordingly. Read more
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impl Clone for Gradient2

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fn clone(&self) -> Gradient2

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for Gradient2

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for Gradient2

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fn default() -> Self

Returns the “default value” for a type. Read more

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.