T2.2: BandwidthEstimator with cwnd/REMB target_send_bps

This commit is contained in:
Siavash Sameni
2026-05-11 19:16:25 +04:00
parent fe1f9484bd
commit 3de56cf1f9
4 changed files with 201 additions and 5 deletions

View File

@@ -7,7 +7,8 @@
//! Control (GCC).
use std::collections::VecDeque;
use std::time::Instant;
use std::sync::atomic::{AtomicU64, Ordering::Relaxed};
use std::time::{Instant, SystemTime, UNIX_EPOCH};
use crate::QualityProfile;
use crate::packet::QualityReport;
@@ -158,6 +159,16 @@ pub struct BandwidthEstimator {
loss_detector: LossBasedDetector,
/// Last update timestamp.
last_update: Option<Instant>,
// ── Transport-feedback BWE (T2.2) ──
/// Congestion-window-derived bandwidth estimate in bits per second.
cwnd_bps: AtomicU64,
/// Peer REMB (Receiver Estimated Maximum Bitrate) in bits per second.
peer_remb_bps: AtomicU64,
/// EWMA-smoothed bandwidth estimate in bits per second.
smoothed_bps: AtomicU64,
/// Last time `smoothed_bps` was updated (UNIX epoch millis).
last_smoothed_ms: AtomicU64,
}
/// Multiplicative decrease factor applied on congestion (15% reduction).
@@ -179,6 +190,10 @@ impl BandwidthEstimator {
delay_detector: DelayBasedDetector::new(),
loss_detector: LossBasedDetector::new(),
last_update: None,
cwnd_bps: AtomicU64::new(0),
peer_remb_bps: AtomicU64::new(u64::MAX),
smoothed_bps: AtomicU64::new(0),
last_smoothed_ms: AtomicU64::new(0),
}
}
@@ -250,6 +265,64 @@ impl BandwidthEstimator {
QualityProfile::CATASTROPHIC
}
}
// ── Transport-feedback BWE (T2.2) ──
/// Update from QUIC path stats.
///
/// Computes `cwnd_bps = cwnd_bytes * 8 / rtt_s` and feeds it into the
/// smoothed estimate.
pub fn update_from_path(&self, cwnd_bytes: u64, _bytes_in_flight: u64, rtt_ms: u32) {
let rtt_s = rtt_ms.max(1) as f64 / 1000.0;
let cwnd_bps = ((cwnd_bytes * 8) as f64 / rtt_s) as u64;
self.cwnd_bps.store(cwnd_bps, Relaxed);
self.update_smoothed(cwnd_bps);
}
/// Update from a peer's `TransportFeedback` REMB value.
pub fn update_from_peer(&self, fb_remb_bps: u32) {
let remb = fb_remb_bps as u64;
self.peer_remb_bps.store(remb, Relaxed);
self.update_smoothed(remb);
}
/// Target sending bitrate in bits per second.
///
/// Returns 90% of the minimum between the congestion-window estimate
/// and the peer REMB estimate.
pub fn target_send_bps(&self) -> u64 {
let cwnd = self.cwnd_bps.load(Relaxed);
let remb = self.peer_remb_bps.load(Relaxed);
let m = cwnd.min(remb);
(m as f64 * 0.9) as u64
}
/// EWMA-smoothed bandwidth estimate in bits per second.
pub fn smoothed_bps(&self) -> u64 {
self.smoothed_bps.load(Relaxed)
}
/// Apply EWMA smoothing with a 2-second half-life.
fn update_smoothed(&self, new_bps: u64) {
let now_ms = SystemTime::now()
.duration_since(UNIX_EPOCH)
.unwrap_or_default()
.as_millis() as u64;
let last_ms = self.last_smoothed_ms.load(Relaxed);
let dt_ms = now_ms.saturating_sub(last_ms);
let current = self.smoothed_bps.load(Relaxed);
let updated = if current == 0 || dt_ms == 0 {
new_bps
} else {
let alpha = 1.0 - 0.5_f64.powf(dt_ms as f64 / 2000.0);
let s = current as f64 * (1.0 - alpha) + new_bps as f64 * alpha;
s as u64
};
self.smoothed_bps.store(updated, Relaxed);
self.last_smoothed_ms.store(now_ms, Relaxed);
}
}
#[cfg(test)]
@@ -448,4 +521,46 @@ mod tests {
}
assert!(det.is_congested());
}
#[test]
fn target_send_bps_uses_min_of_cwnd_and_remb() {
let bwe = BandwidthEstimator::new(50.0, 2.0, 100.0);
// cwnd_bps = 100_000, remb = 200_000 → min = 100_000 → 90%
bwe.update_from_path(1250, 0, 100); // 1250*8 / 0.1 = 100_000
bwe.update_from_peer(200_000);
assert_eq!(bwe.target_send_bps(), 90_000);
}
#[test]
fn target_send_bps_with_zero_cwnd_uses_remb() {
let bwe = BandwidthEstimator::new(50.0, 2.0, 100.0);
// Default cwnd is 0, remb is u64::MAX (default).
// 0.min(u64::MAX) = 0 → 90% = 0
assert_eq!(bwe.target_send_bps(), 0);
bwe.update_from_peer(100_000);
// cwnd still 0
assert_eq!(bwe.target_send_bps(), 0);
}
#[test]
fn smoothed_bps_ewma_converges() {
let bwe = BandwidthEstimator::new(50.0, 2.0, 100.0);
bwe.update_from_path(1250, 0, 100); // 100_000 bps
let s1 = bwe.smoothed_bps();
assert_eq!(s1, 100_000);
// Immediately update with same value — dt ≈ 0, so should stay at 100_000
bwe.update_from_path(1250, 0, 100);
let s2 = bwe.smoothed_bps();
assert_eq!(s2, 100_000);
// Sleep a bit so dt is non-zero, then update with a much higher value.
std::thread::sleep(std::time::Duration::from_millis(100));
bwe.update_from_path(12500, 0, 100); // 1_000_000 bps
let s3 = bwe.smoothed_bps();
assert!(s3 > 100_000, "smoothed should increase toward 1M: {s3}");
// With 100ms dt, alpha ≈ 0.03, so smoothed should be ~100k * 0.97 + 1M * 0.03 ≈ 127k
assert!(s3 < 500_000, "smoothed should not jump too far: {s3}");
}
}