/* * Copyright 2025 The WebRTC Project Authors. All rights reserved. * * Use of this source code is governed by a BSD-style license * that can be found in the LICENSE file in the root of the source * tree. An additional intellectual property rights grant can be found * in the file PATENTS. All contributing project authors may * be found in the AUTHORS file in the root of the source tree. */ #include "modules/congestion_controller/scream/scream_v2.h" #include #include #include #include "api/environment/environment.h" #include "api/transport/ecn_marking.h" #include "api/transport/network_types.h" #include "api/units/data_rate.h" #include "api/units/data_size.h" #include "api/units/time_delta.h" #include "api/units/timestamp.h" #include "logging/rtc_event_log/events/rtc_event_bwe_update_scream.h" #include "rtc_base/checks.h" #include "rtc_base/experiments/field_trial_parser.h" #include "rtc_base/logging.h" namespace webrtc { namespace { // Returns the size of packets that have been acked (including lost // packets) and not marked as CE. DataSize DataUnitsAckedAndNotMarked(const TransportPacketsFeedback& msg) { DataSize acked_not_marked = DataSize::Zero(); for (const PacketResult& packet : msg.PacketsWithFeedback()) { if (packet.ecn != EcnMarking::kCe) { acked_not_marked += packet.sent_packet.size; } } return acked_not_marked; } bool HasCeMarking(const TransportPacketsFeedback& msg) { for (const auto& packet : msg.PacketsWithFeedback()) { if (packet.ecn == EcnMarking::kCe) { return true; } } return false; } bool HasLostPackets(const TransportPacketsFeedback& msg) { for (const auto& packet : msg.PacketsWithFeedback()) { if (!packet.IsReceived()) { return true; } } return false; } } // namespace ScreamV2::ScreamV2(const Environment& env) : env_(env), params_(env_.field_trials()), ref_window_(params_.min_ref_window.Get()), delay_based_congestion_control_(params_) {} void ScreamV2::SetTargetBitrateConstraints(DataRate min, DataRate max) { RTC_DCHECK_GE(max, min); min_target_bitrate_ = min; max_target_bitrate_ = max; RTC_LOG_F(LS_INFO) << "min_target_bitrate_=" << min_target_bitrate_ << " max_target_bitrate_=" << max_target_bitrate_; } DataRate ScreamV2::OnTransportPacketsFeedback( const TransportPacketsFeedback& msg) { delay_based_congestion_control_.OnTransportPacketsFeedback(msg); UpdateL4SAlpha(msg); UpdateRefWindowAndTargetRate(msg); env_.event_log().Log(std::make_unique( ref_window_, msg.data_in_flight, target_rate_, msg.smoothed_rtt, delay_based_congestion_control_.queue_delay(), /*l4s_marked_permille*/ l4s_alpha_ * 1000)); return target_rate_; } void ScreamV2::UpdateL4SAlpha(const TransportPacketsFeedback& msg) { // 4.2.1.3. const std::vector received_packets = msg.ReceivedWithSendInfo(); if (received_packets.empty()) { return; } double data_units_marked = 0; for (const PacketResult& packet : received_packets) { if (packet.ecn == EcnMarking::kCe) { ++data_units_marked; } } double fraction_marked = data_units_marked / received_packets.size(); l4s_alpha_ = params_.l4s_avg_g.Get() * fraction_marked + (1.0 - params_.l4s_avg_g.Get()) * l4s_alpha_; } void ScreamV2::UpdateRefWindowAndTargetRate( const TransportPacketsFeedback& msg) { max_data_in_flight_this_rtt_ = std::max(max_data_in_flight_this_rtt_, msg.data_in_flight); // Avoid division by zero. const TimeDelta non_zero_smoothed_rtt = std::max(msg.smoothed_rtt, TimeDelta::Millis(1)); bool is_ce = HasCeMarking(msg); bool is_loss = HasLostPackets(msg); bool is_virtual_ce = false; double virtual_alpha_lim = ((2 * params_.max_segment_size.Get()) / non_zero_smoothed_rtt) / target_rate_; if (l4s_alpha_ < virtual_alpha_lim && delay_based_congestion_control_.ShouldReduceReferenceWindow()) { // L4S does not seem to be enabled and queue has grown. is_virtual_ce = true; } DataSize previous_ref_window = ref_window_; if ((is_virtual_ce || is_ce || is_loss) && msg.feedback_time - last_reaction_to_congestion_time_ >= std::min(msg.smoothed_rtt, params_.virtual_rtt.Get())) { last_reaction_to_congestion_time_ = msg.feedback_time; if (is_loss) { // Back off due to loss ref_window_ = ref_window_ * params_.beta_loss.Get() / std::max(1.0, msg.smoothed_rtt / params_.virtual_rtt); } if (is_ce) { // Backoff due to ECN-CE marking double backoff = l4s_alpha_ / 2.0; // Scale down backoff when RTT is high as several backoff events occur per // RTT backoff /= std::max(1.0, msg.smoothed_rtt / params_.virtual_rtt); // Increase stability for very small ref_wnd backoff *= std::max(0.5, 1.0 - ref_window_mss_ratio()); if (!delay_based_congestion_control_.IsQueueDelayDetected()) { // Scale down backoff if close to the last known max reference window // This is complemented with a scale down of the reference window // increase backoff *= std::max(0.25, ref_window_scale_factor_close_to_ref_window_i()); } if (msg.feedback_time - last_reaction_to_congestion_time_ > params_.number_of_rtts_between_reset_ref_window_i_on_congestion .Get() * std::max(params_.virtual_rtt.Get(), msg.smoothed_rtt)) { // A long time(> 100 RTTs) since last congested because // link throughput exceeds max video bitrate. (or first congestion) // There is a certain risk that ref_wnd has increased way above // bytes in flight, so we reduce it here to get it better on // track and thus the congestion episode is shortened ref_window_ = std::clamp(max_data_in_flight_prev_rtt_, params_.min_ref_window.Get(), ref_window_); // Also, we back off a little extra if needed because alpha is quite // likely very low This can in some cases be an over - reaction but as // this function should kick in relatively seldom it should not be a too // big concern backoff = std::max(backoff, 0.25); // In addition, bump up l4sAlpha to a more credible value // This may over react but it is better than // excessive queue delay l4s_alpha_ = 0.25; } ref_window_ = (1.0 - backoff) * ref_window_; } // is_ce if (is_virtual_ce) { // Back off due to delay ref_window_ = delay_based_congestion_control_.UpdateReferenceWindow( ref_window_, ref_window_mss_ratio(), virtual_alpha_lim); } if (allow_ref_window_i_update_) { ref_window_i_ = ref_window_; allow_ref_window_i_update_ = false; } } const TimeDelta max_of_virtual_and_smothed_rtt = std::max(params_.virtual_rtt.Get(), msg.smoothed_rtt); // Increase ref_window. // 4.2.2.2. Reference Window Increase if ((!is_ce && !is_loss && !is_virtual_ce) || last_reaction_to_congestion_time_ == msg.feedback_time) { // Allow increase if no event has occurred, or we are at the same time is // backing off. // Just because there is a CE event, does not mean we send too much. At // rates close to the capacity, it is quite likely that one packet is CE // marked in every feedback. DataSize increase = DataUnitsAckedAndNotMarked(msg) * ref_window_mss_ratio(); // Limit increase for small RTTs if (msg.smoothed_rtt < params_.virtual_rtt.Get()) { double rtt_ratio = msg.smoothed_rtt / params_.virtual_rtt.Get(); increase = increase * (rtt_ratio * rtt_ratio); } if (l4s_alpha_ < virtual_alpha_lim) { // Limit increase if delay is increased. increase = increase * delay_based_congestion_control_.scale_increase(); } // Limit reference window increase when close to the last inflection // point. increase = increase * std::max(0.25, ref_window_scale_factor_close_to_ref_window_i()); // Limit reference window increase when the reference window close to // max segment size. increase = increase * std::max(0.5, 1.0 - ref_window_mss_ratio()); // Use lower multiplicative scale factor if congestion was detected // recently. double post_congestion_scale = std::clamp((msg.feedback_time - last_reaction_to_congestion_time_) / (params_.post_congestion_delay_rtts.Get() * max_of_virtual_and_smothed_rtt), 0.0, 1.0); double multiplicative_scale = 1.0 + (ref_window_multiplicative_scale_factor() - 1.0) * post_congestion_scale * ref_window_scale_factor_close_to_ref_window_i(); RTC_DCHECK_GE(multiplicative_scale, 1.0); increase = increase * multiplicative_scale; // Increase ref_window only if bytes in flight is large enough. // Quite a lot of slack is allowed here to avoid that bitrate locks to low // values. Increase is inhibited if max target bitrate is reached. DataSize max_allowed_ref_window = std::max(params_.max_segment_size.Get() + std::max(max_data_in_flight_this_rtt_, max_data_in_flight_prev_rtt_) * params_.bytes_in_flight_head_room.Get(), params_.min_ref_window.Get()); if (ref_window_ < max_allowed_ref_window) { ref_window_ = std::clamp(ref_window_ + increase, params_.min_ref_window.Get(), max_allowed_ref_window); } } double scale_target_rate = 1.0; if (delay_based_congestion_control_.IsQueueDelayDetected()) { // 4.4 Limit bitrate if data in flight is close to or // exceeds `ref_window_`. This helps to avoid large rate fluctuations and // variations in RTT. // Note that `delay_based_congestion_control_.IsQueueDelayDetected()`may use // a lower ratio between queue delay and target delay compared to the RFC. // With a higher ratio, RTT and target rate fluctuate more. double data_in_flight_ratio = msg.data_in_flight / ref_window_; if (data_in_flight_ratio > params_.data_in_flight_limit.Get()) { scale_target_rate /= std::min(params_.max_data_in_flight_limit_compensation.Get(), data_in_flight_ratio / params_.data_in_flight_limit.Get()); } } // Scale down target rate slightly when the reference window is very small // compared to MSS scale_target_rate = scale_target_rate * (1.0 - std::clamp(ref_window_mss_ratio() - 0.1, 0.0, 0.2)); target_rate_ = std::clamp(scale_target_rate * (ref_window_ / non_zero_smoothed_rtt), min_target_bitrate_, max_target_bitrate_); RTC_LOG_IF(LS_VERBOSE, previous_ref_window != ref_window_) << "ScreamV2: " << ", ref_window = " << ref_window_ << " ref_window_i_=" << ref_window_i_ << ", change=" << ref_window_.bytes() - previous_ref_window.bytes() << " bytes " << ", l4s_alpha=" << l4s_alpha_ << ", scale_target_rate=" << scale_target_rate << ", is_ce=" << is_ce << " is_virtual_ce=" << is_virtual_ce << " is_loss=" << is_loss << " smoothed_rtt=" << msg.smoothed_rtt.ms() << ", queue_delay=" << delay_based_congestion_control_.queue_delay().ms() << ", target_rate_=" << target_rate_.kbps(); if (previous_ref_window < ref_window_) { // Allow setting a new `ref_window_i` if `ref_window_` increase. // It means that `ref_window_i` can increase if `rew_window` increase and // there is a congestion event. allow_ref_window_i_update_ = true; } if (msg.feedback_time - last_data_in_flight_update_ >= max_of_virtual_and_smothed_rtt) { last_data_in_flight_update_ = msg.feedback_time; max_data_in_flight_prev_rtt_ = max_data_in_flight_this_rtt_; max_data_in_flight_this_rtt_ = DataSize::Zero(); } } } // namespace webrtc