1 /*
2 * Copyright (c) 2016 The WebRTC project authors. All Rights Reserved.
3 *
4 * Use of this source code is governed by a BSD-style license
5 * that can be found in the LICENSE file in the root of the source
6 * tree. An additional intellectual property rights grant can be found
7 * in the file PATENTS. All contributing project authors may
8 * be found in the AUTHORS file in the root of the source tree.
9 */
10
11 #include "modules/congestion_controller/goog_cc/delay_based_bwe.h"
12
13 #include <algorithm>
14 #include <cstdint>
15 #include <cstdio>
16 #include <memory>
17 #include <string>
18 #include <utility>
19
20 #include "absl/strings/match.h"
21 #include "api/rtc_event_log/rtc_event.h"
22 #include "api/rtc_event_log/rtc_event_log.h"
23 #include "logging/rtc_event_log/events/rtc_event_bwe_update_delay_based.h"
24 #include "modules/congestion_controller/goog_cc/trendline_estimator.h"
25 #include "modules/remote_bitrate_estimator/test/bwe_test_logging.h"
26 #include "rtc_base/checks.h"
27 #include "rtc_base/logging.h"
28 #include "system_wrappers/include/metrics.h"
29
30 namespace webrtc {
31 namespace {
32 constexpr TimeDelta kStreamTimeOut = TimeDelta::Seconds(2);
33 constexpr int kTimestampGroupLengthMs = 5;
34 constexpr int kAbsSendTimeFraction = 18;
35 constexpr int kAbsSendTimeInterArrivalUpshift = 8;
36 constexpr int kInterArrivalShift =
37 kAbsSendTimeFraction + kAbsSendTimeInterArrivalUpshift;
38 constexpr int kTimestampGroupTicks =
39 (kTimestampGroupLengthMs << kInterArrivalShift) / 1000;
40 constexpr double kTimestampToMs =
41 1000.0 / static_cast<double>(1 << kInterArrivalShift);
42
43 // This ssrc is used to fulfill the current API but will be removed
44 // after the API has been changed.
45 constexpr uint32_t kFixedSsrc = 0;
46 } // namespace
47
48 constexpr char BweIgnoreSmallPacketsSettings::kKey[];
49 constexpr char BweSeparateAudioPacketsSettings::kKey[];
50
BweIgnoreSmallPacketsSettings(const WebRtcKeyValueConfig * key_value_config)51 BweIgnoreSmallPacketsSettings::BweIgnoreSmallPacketsSettings(
52 const WebRtcKeyValueConfig* key_value_config) {
53 Parser()->Parse(
54 key_value_config->Lookup(BweIgnoreSmallPacketsSettings::kKey));
55 }
56
57 std::unique_ptr<StructParametersParser>
Parser()58 BweIgnoreSmallPacketsSettings::Parser() {
59 return StructParametersParser::Create("smoothing", &smoothing_factor, //
60 "fraction_large", &fraction_large, //
61 "large", &large_threshold, //
62 "small", &small_threshold);
63 }
64
BweSeparateAudioPacketsSettings(const WebRtcKeyValueConfig * key_value_config)65 BweSeparateAudioPacketsSettings::BweSeparateAudioPacketsSettings(
66 const WebRtcKeyValueConfig* key_value_config) {
67 Parser()->Parse(
68 key_value_config->Lookup(BweSeparateAudioPacketsSettings::kKey));
69 }
70
71 std::unique_ptr<StructParametersParser>
Parser()72 BweSeparateAudioPacketsSettings::Parser() {
73 return StructParametersParser::Create( //
74 "enabled", &enabled, //
75 "packet_threshold", &packet_threshold, //
76 "time_threshold", &time_threshold);
77 }
78
Result()79 DelayBasedBwe::Result::Result()
80 : updated(false),
81 probe(false),
82 target_bitrate(DataRate::Zero()),
83 recovered_from_overuse(false),
84 backoff_in_alr(false) {}
85
Result(bool probe,DataRate target_bitrate)86 DelayBasedBwe::Result::Result(bool probe, DataRate target_bitrate)
87 : updated(true),
88 probe(probe),
89 target_bitrate(target_bitrate),
90 recovered_from_overuse(false),
91 backoff_in_alr(false) {}
92
DelayBasedBwe(const WebRtcKeyValueConfig * key_value_config,RtcEventLog * event_log,NetworkStatePredictor * network_state_predictor)93 DelayBasedBwe::DelayBasedBwe(const WebRtcKeyValueConfig* key_value_config,
94 RtcEventLog* event_log,
95 NetworkStatePredictor* network_state_predictor)
96 : event_log_(event_log),
97 key_value_config_(key_value_config),
98 ignore_small_(key_value_config),
99 fraction_large_packets_(0.5),
100 separate_audio_(key_value_config),
101 audio_packets_since_last_video_(0),
102 last_video_packet_recv_time_(Timestamp::MinusInfinity()),
103 network_state_predictor_(network_state_predictor),
104 video_inter_arrival_(),
105 video_delay_detector_(
106 new TrendlineEstimator(key_value_config_, network_state_predictor_)),
107 audio_inter_arrival_(),
108 audio_delay_detector_(
109 new TrendlineEstimator(key_value_config_, network_state_predictor_)),
110 active_delay_detector_(video_delay_detector_.get()),
111 last_seen_packet_(Timestamp::MinusInfinity()),
112 uma_recorded_(false),
113 rate_control_(key_value_config, /*send_side=*/true),
114 prev_bitrate_(DataRate::Zero()),
115 has_once_detected_overuse_(false),
116 prev_state_(BandwidthUsage::kBwNormal),
117 alr_limited_backoff_enabled_(absl::StartsWith(
118 key_value_config->Lookup("WebRTC-Bwe-AlrLimitedBackoff"),
119 "Enabled")) {
120 RTC_LOG(LS_INFO) << "Initialized DelayBasedBwe with small packet filtering "
121 << ignore_small_.Parser()->Encode()
122 << ", separate audio overuse detection"
123 << separate_audio_.Parser()->Encode()
124 << " and alr limited backoff "
125 << (alr_limited_backoff_enabled_ ? "enabled" : "disabled");
126 }
127
~DelayBasedBwe()128 DelayBasedBwe::~DelayBasedBwe() {}
129
IncomingPacketFeedbackVector(const TransportPacketsFeedback & msg,absl::optional<DataRate> acked_bitrate,absl::optional<DataRate> probe_bitrate,absl::optional<NetworkStateEstimate> network_estimate,bool in_alr)130 DelayBasedBwe::Result DelayBasedBwe::IncomingPacketFeedbackVector(
131 const TransportPacketsFeedback& msg,
132 absl::optional<DataRate> acked_bitrate,
133 absl::optional<DataRate> probe_bitrate,
134 absl::optional<NetworkStateEstimate> network_estimate,
135 bool in_alr) {
136 RTC_DCHECK_RUNS_SERIALIZED(&network_race_);
137
138 auto packet_feedback_vector = msg.SortedByReceiveTime();
139 // TODO(holmer): An empty feedback vector here likely means that
140 // all acks were too late and that the send time history had
141 // timed out. We should reduce the rate when this occurs.
142 if (packet_feedback_vector.empty()) {
143 RTC_LOG(LS_WARNING) << "Very late feedback received.";
144 return DelayBasedBwe::Result();
145 }
146
147 if (!uma_recorded_) {
148 RTC_HISTOGRAM_ENUMERATION(kBweTypeHistogram,
149 BweNames::kSendSideTransportSeqNum,
150 BweNames::kBweNamesMax);
151 uma_recorded_ = true;
152 }
153 bool delayed_feedback = true;
154 bool recovered_from_overuse = false;
155 BandwidthUsage prev_detector_state = active_delay_detector_->State();
156 for (const auto& packet_feedback : packet_feedback_vector) {
157 delayed_feedback = false;
158 IncomingPacketFeedback(packet_feedback, msg.feedback_time);
159 if (prev_detector_state == BandwidthUsage::kBwUnderusing &&
160 active_delay_detector_->State() == BandwidthUsage::kBwNormal) {
161 recovered_from_overuse = true;
162 }
163 prev_detector_state = active_delay_detector_->State();
164 }
165
166 if (delayed_feedback) {
167 // TODO(bugs.webrtc.org/10125): Design a better mechanism to safe-guard
168 // against building very large network queues.
169 return Result();
170 }
171 rate_control_.SetInApplicationLimitedRegion(in_alr);
172 rate_control_.SetNetworkStateEstimate(network_estimate);
173 return MaybeUpdateEstimate(acked_bitrate, probe_bitrate,
174 std::move(network_estimate),
175 recovered_from_overuse, in_alr, msg.feedback_time);
176 }
177
IncomingPacketFeedback(const PacketResult & packet_feedback,Timestamp at_time)178 void DelayBasedBwe::IncomingPacketFeedback(const PacketResult& packet_feedback,
179 Timestamp at_time) {
180 // Reset if the stream has timed out.
181 if (last_seen_packet_.IsInfinite() ||
182 at_time - last_seen_packet_ > kStreamTimeOut) {
183 video_inter_arrival_.reset(
184 new InterArrival(kTimestampGroupTicks, kTimestampToMs, true));
185 video_delay_detector_.reset(
186 new TrendlineEstimator(key_value_config_, network_state_predictor_));
187 audio_inter_arrival_.reset(
188 new InterArrival(kTimestampGroupTicks, kTimestampToMs, true));
189 audio_delay_detector_.reset(
190 new TrendlineEstimator(key_value_config_, network_state_predictor_));
191 active_delay_detector_ = video_delay_detector_.get();
192 }
193 last_seen_packet_ = at_time;
194
195 // Ignore "small" packets if many/most packets in the call are "large". The
196 // packet size may have a significant effect on the propagation delay,
197 // especially at low bandwidths. Variations in packet size will then show up
198 // as noise in the delay measurement. By default, we include all packets.
199 DataSize packet_size = packet_feedback.sent_packet.size;
200 if (!ignore_small_.small_threshold.IsZero()) {
201 double is_large =
202 static_cast<double>(packet_size >= ignore_small_.large_threshold);
203 fraction_large_packets_ +=
204 ignore_small_.smoothing_factor * (is_large - fraction_large_packets_);
205 if (packet_size <= ignore_small_.small_threshold &&
206 fraction_large_packets_ >= ignore_small_.fraction_large) {
207 return;
208 }
209 }
210
211 // As an alternative to ignoring small packets, we can separate audio and
212 // video packets for overuse detection.
213 InterArrival* inter_arrival_for_packet = video_inter_arrival_.get();
214 DelayIncreaseDetectorInterface* delay_detector_for_packet =
215 video_delay_detector_.get();
216 if (separate_audio_.enabled) {
217 if (packet_feedback.sent_packet.audio) {
218 inter_arrival_for_packet = audio_inter_arrival_.get();
219 delay_detector_for_packet = audio_delay_detector_.get();
220 audio_packets_since_last_video_++;
221 if (audio_packets_since_last_video_ > separate_audio_.packet_threshold &&
222 packet_feedback.receive_time - last_video_packet_recv_time_ >
223 separate_audio_.time_threshold) {
224 active_delay_detector_ = audio_delay_detector_.get();
225 }
226 } else {
227 audio_packets_since_last_video_ = 0;
228 last_video_packet_recv_time_ =
229 std::max(last_video_packet_recv_time_, packet_feedback.receive_time);
230 active_delay_detector_ = video_delay_detector_.get();
231 }
232 }
233
234 uint32_t send_time_24bits =
235 static_cast<uint32_t>(
236 ((static_cast<uint64_t>(packet_feedback.sent_packet.send_time.ms())
237 << kAbsSendTimeFraction) +
238 500) /
239 1000) &
240 0x00FFFFFF;
241 // Shift up send time to use the full 32 bits that inter_arrival works with,
242 // so wrapping works properly.
243 uint32_t timestamp = send_time_24bits << kAbsSendTimeInterArrivalUpshift;
244
245 uint32_t timestamp_delta = 0;
246 int64_t recv_delta_ms = 0;
247 int size_delta = 0;
248 bool calculated_deltas = inter_arrival_for_packet->ComputeDeltas(
249 timestamp, packet_feedback.receive_time.ms(), at_time.ms(),
250 packet_size.bytes(), ×tamp_delta, &recv_delta_ms, &size_delta);
251 double send_delta_ms = (1000.0 * timestamp_delta) / (1 << kInterArrivalShift);
252 delay_detector_for_packet->Update(recv_delta_ms, send_delta_ms,
253 packet_feedback.sent_packet.send_time.ms(),
254 packet_feedback.receive_time.ms(),
255 packet_size.bytes(), calculated_deltas);
256 }
257
TriggerOveruse(Timestamp at_time,absl::optional<DataRate> link_capacity)258 DataRate DelayBasedBwe::TriggerOveruse(Timestamp at_time,
259 absl::optional<DataRate> link_capacity) {
260 RateControlInput input(BandwidthUsage::kBwOverusing, link_capacity);
261 return rate_control_.Update(&input, at_time);
262 }
263
MaybeUpdateEstimate(absl::optional<DataRate> acked_bitrate,absl::optional<DataRate> probe_bitrate,absl::optional<NetworkStateEstimate> state_estimate,bool recovered_from_overuse,bool in_alr,Timestamp at_time)264 DelayBasedBwe::Result DelayBasedBwe::MaybeUpdateEstimate(
265 absl::optional<DataRate> acked_bitrate,
266 absl::optional<DataRate> probe_bitrate,
267 absl::optional<NetworkStateEstimate> state_estimate,
268 bool recovered_from_overuse,
269 bool in_alr,
270 Timestamp at_time) {
271 Result result;
272
273 // Currently overusing the bandwidth.
274 if (active_delay_detector_->State() == BandwidthUsage::kBwOverusing) {
275 if (has_once_detected_overuse_ && in_alr && alr_limited_backoff_enabled_) {
276 if (rate_control_.TimeToReduceFurther(at_time, prev_bitrate_)) {
277 result.updated =
278 UpdateEstimate(at_time, prev_bitrate_, &result.target_bitrate);
279 result.backoff_in_alr = true;
280 }
281 } else if (acked_bitrate &&
282 rate_control_.TimeToReduceFurther(at_time, *acked_bitrate)) {
283 result.updated =
284 UpdateEstimate(at_time, acked_bitrate, &result.target_bitrate);
285 } else if (!acked_bitrate && rate_control_.ValidEstimate() &&
286 rate_control_.InitialTimeToReduceFurther(at_time)) {
287 // Overusing before we have a measured acknowledged bitrate. Reduce send
288 // rate by 50% every 200 ms.
289 // TODO(tschumim): Improve this and/or the acknowledged bitrate estimator
290 // so that we (almost) always have a bitrate estimate.
291 rate_control_.SetEstimate(rate_control_.LatestEstimate() / 2, at_time);
292 result.updated = true;
293 result.probe = false;
294 result.target_bitrate = rate_control_.LatestEstimate();
295 }
296 has_once_detected_overuse_ = true;
297 } else {
298 if (probe_bitrate) {
299 result.probe = true;
300 result.updated = true;
301 result.target_bitrate = *probe_bitrate;
302 rate_control_.SetEstimate(*probe_bitrate, at_time);
303 } else {
304 result.updated =
305 UpdateEstimate(at_time, acked_bitrate, &result.target_bitrate);
306 result.recovered_from_overuse = recovered_from_overuse;
307 }
308 }
309 BandwidthUsage detector_state = active_delay_detector_->State();
310 if ((result.updated && prev_bitrate_ != result.target_bitrate) ||
311 detector_state != prev_state_) {
312 DataRate bitrate = result.updated ? result.target_bitrate : prev_bitrate_;
313
314 BWE_TEST_LOGGING_PLOT(1, "target_bitrate_bps", at_time.ms(), bitrate.bps());
315
316 if (event_log_) {
317 event_log_->Log(std::make_unique<RtcEventBweUpdateDelayBased>(
318 bitrate.bps(), detector_state));
319 }
320
321 prev_bitrate_ = bitrate;
322 prev_state_ = detector_state;
323 }
324 return result;
325 }
326
UpdateEstimate(Timestamp at_time,absl::optional<DataRate> acked_bitrate,DataRate * target_rate)327 bool DelayBasedBwe::UpdateEstimate(Timestamp at_time,
328 absl::optional<DataRate> acked_bitrate,
329 DataRate* target_rate) {
330 const RateControlInput input(active_delay_detector_->State(), acked_bitrate);
331 *target_rate = rate_control_.Update(&input, at_time);
332 return rate_control_.ValidEstimate();
333 }
334
OnRttUpdate(TimeDelta avg_rtt)335 void DelayBasedBwe::OnRttUpdate(TimeDelta avg_rtt) {
336 rate_control_.SetRtt(avg_rtt);
337 }
338
LatestEstimate(std::vector<uint32_t> * ssrcs,DataRate * bitrate) const339 bool DelayBasedBwe::LatestEstimate(std::vector<uint32_t>* ssrcs,
340 DataRate* bitrate) const {
341 // Currently accessed from both the process thread (see
342 // ModuleRtpRtcpImpl::Process()) and the configuration thread (see
343 // Call::GetStats()). Should in the future only be accessed from a single
344 // thread.
345 RTC_DCHECK(ssrcs);
346 RTC_DCHECK(bitrate);
347 if (!rate_control_.ValidEstimate())
348 return false;
349
350 *ssrcs = {kFixedSsrc};
351 *bitrate = rate_control_.LatestEstimate();
352 return true;
353 }
354
SetStartBitrate(DataRate start_bitrate)355 void DelayBasedBwe::SetStartBitrate(DataRate start_bitrate) {
356 RTC_LOG(LS_INFO) << "BWE Setting start bitrate to: "
357 << ToString(start_bitrate);
358 rate_control_.SetStartBitrate(start_bitrate);
359 }
360
SetMinBitrate(DataRate min_bitrate)361 void DelayBasedBwe::SetMinBitrate(DataRate min_bitrate) {
362 // Called from both the configuration thread and the network thread. Shouldn't
363 // be called from the network thread in the future.
364 rate_control_.SetMinBitrate(min_bitrate);
365 }
366
GetExpectedBwePeriod() const367 TimeDelta DelayBasedBwe::GetExpectedBwePeriod() const {
368 return rate_control_.GetExpectedBandwidthPeriod();
369 }
370
SetAlrLimitedBackoffExperiment(bool enabled)371 void DelayBasedBwe::SetAlrLimitedBackoffExperiment(bool enabled) {
372 alr_limited_backoff_enabled_ = enabled;
373 }
374
375 } // namespace webrtc
376