scirs2_optimize::streaming::online_gradient_descent

Struct DistributedConsensusNode

pub struct DistributedConsensusNode {
    pub node_id: usize,
    pub local_parameters: Array1<f64>,
    pub consensus_parameters: Array1<f64>,
    pub trust_scores: HashMap<usize, f64>,
    pub byzantine_detector: ByzantineFaultDetector,
    pub peer_history: HashMap<usize, VecDeque<ConsensusMessage>>,
    pub gradient_accumulator: Array1<f64>,
    pub voting_state: ConsensusVotingState,
    pub network_topology: NetworkTopology,
}

Expand description

Advanced Distributed Consensus Node

Fields§

§node_id: usize

Unique node identifier

§local_parameters: Array1<f64>

Current parameter estimates

§consensus_parameters: Array1<f64>

Consensus parameters from distributed voting

§trust_scores: HashMap<usize, f64>

Trust scores for other nodes

§byzantine_detector: ByzantineFaultDetector

Byzantine fault detection state

§peer_history: HashMap<usize, VecDeque<ConsensusMessage>>

Peer communication history

§gradient_accumulator: Array1<f64>

Local gradient accumulator

§voting_state: ConsensusVotingState

Consensus voting state

§network_topology: NetworkTopology

Network topology knowledge

Trait Implementations§

Source §

impl Clone for DistributedConsensusNode

Source §

fn clone(&self) -> DistributedConsensusNode

Returns a duplicate of the value. Read more

1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

Source §

impl Debug for DistributedConsensusNode

Source §

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl UnwindSafe for DistributedConsensusNode

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

impl<T> Borrow<T> for T
where T: ?Sized,

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source §

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

Mutably borrows from an owned value. Read more

Source §

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

Source §

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

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

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

Source §

fn into(self) -> U

Calls U::from(self).

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

Source §

impl<T> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §