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| 1 /* | 1 /* |
| 2 * Copyright (c) 2012 The WebRTC project authors. All Rights Reserved. | 2 * Copyright (c) 2012 The WebRTC project authors. All Rights Reserved. |
| 3 * | 3 * |
| 4 * Use of this source code is governed by a BSD-style license | 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 | 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 | 6 * tree. An additional intellectual property rights grant can be found |
| 7 * in the file PATENTS. All contributing project authors may | 7 * in the file PATENTS. All contributing project authors may |
| 8 * be found in the AUTHORS file in the root of the source tree. | 8 * be found in the AUTHORS file in the root of the source tree. |
| 9 */ | 9 */ |
| 10 | 10 |
| (...skipping 11 matching lines...) Expand all Loading... | |
| 22 namespace webrtc { | 22 namespace webrtc { |
| 23 namespace { | 23 namespace { |
| 24 const int64_t kBweIncreaseIntervalMs = 1000; | 24 const int64_t kBweIncreaseIntervalMs = 1000; |
| 25 const int64_t kBweDecreaseIntervalMs = 300; | 25 const int64_t kBweDecreaseIntervalMs = 300; |
| 26 const int64_t kStartPhaseMs = 2000; | 26 const int64_t kStartPhaseMs = 2000; |
| 27 const int64_t kBweConverganceTimeMs = 20000; | 27 const int64_t kBweConverganceTimeMs = 20000; |
| 28 const int kLimitNumPackets = 20; | 28 const int kLimitNumPackets = 20; |
| 29 const int kDefaultMinBitrateBps = 10000; | 29 const int kDefaultMinBitrateBps = 10000; |
| 30 const int kDefaultMaxBitrateBps = 1000000000; | 30 const int kDefaultMaxBitrateBps = 1000000000; |
| 31 const int64_t kLowBitrateLogPeriodMs = 10000; | 31 const int64_t kLowBitrateLogPeriodMs = 10000; |
| 32 // Expecting that RTCP feedback is sent uniformly within [0.5, 1.5]s intervals. | |
| 33 const int64_t kFeedbackIntervalMs = 1500; | |
| 34 const int64_t kFeedbackTimeoutIntervals = 3; | |
| 35 const int64_t kTimeoutIntervalMs = 1000; | |
| 32 | 36 |
| 33 struct UmaRampUpMetric { | 37 struct UmaRampUpMetric { |
| 34 const char* metric_name; | 38 const char* metric_name; |
| 35 int bitrate_kbps; | 39 int bitrate_kbps; |
| 36 }; | 40 }; |
| 37 | 41 |
| 38 const UmaRampUpMetric kUmaRampupMetrics[] = { | 42 const UmaRampUpMetric kUmaRampupMetrics[] = { |
| 39 {"WebRTC.BWE.RampUpTimeTo500kbpsInMs", 500}, | 43 {"WebRTC.BWE.RampUpTimeTo500kbpsInMs", 500}, |
| 40 {"WebRTC.BWE.RampUpTimeTo1000kbpsInMs", 1000}, | 44 {"WebRTC.BWE.RampUpTimeTo1000kbpsInMs", 1000}, |
| 41 {"WebRTC.BWE.RampUpTimeTo2000kbpsInMs", 2000}}; | 45 {"WebRTC.BWE.RampUpTimeTo2000kbpsInMs", 2000}}; |
| 42 const size_t kNumUmaRampupMetrics = | 46 const size_t kNumUmaRampupMetrics = |
| 43 sizeof(kUmaRampupMetrics) / sizeof(kUmaRampupMetrics[0]); | 47 sizeof(kUmaRampupMetrics) / sizeof(kUmaRampupMetrics[0]); |
| 44 | 48 |
| 45 } // namespace | 49 } // namespace |
| 46 | 50 |
| 47 SendSideBandwidthEstimation::SendSideBandwidthEstimation(RtcEventLog* event_log) | 51 SendSideBandwidthEstimation::SendSideBandwidthEstimation(RtcEventLog* event_log) |
| 48 : lost_packets_since_last_loss_update_Q8_(0), | 52 : lost_packets_since_last_loss_update_Q8_(0), |
| 49 expected_packets_since_last_loss_update_(0), | 53 expected_packets_since_last_loss_update_(0), |
| 50 bitrate_(0), | 54 bitrate_(0), |
| 51 min_bitrate_configured_(kDefaultMinBitrateBps), | 55 min_bitrate_configured_(kDefaultMinBitrateBps), |
| 52 max_bitrate_configured_(kDefaultMaxBitrateBps), | 56 max_bitrate_configured_(kDefaultMaxBitrateBps), |
| 53 last_low_bitrate_log_ms_(-1), | 57 last_low_bitrate_log_ms_(-1), |
| 54 has_decreased_since_last_fraction_loss_(false), | 58 has_decreased_since_last_fraction_loss_(false), |
| 55 time_last_receiver_block_ms_(-1), | 59 last_feedback_ms_(-1), |
| 60 last_packet_report_ms_(-1), | |
| 61 last_timeout_ms_(-1), | |
| 56 last_fraction_loss_(0), | 62 last_fraction_loss_(0), |
| 57 last_round_trip_time_ms_(0), | 63 last_round_trip_time_ms_(0), |
| 58 bwe_incoming_(0), | 64 bwe_incoming_(0), |
| 59 delay_based_bitrate_bps_(0), | 65 delay_based_bitrate_bps_(0), |
| 60 time_last_decrease_ms_(0), | 66 time_last_decrease_ms_(0), |
| 61 first_report_time_ms_(-1), | 67 first_report_time_ms_(-1), |
| 62 initially_lost_packets_(0), | 68 initially_lost_packets_(0), |
| 63 bitrate_at_2_seconds_kbps_(0), | 69 bitrate_at_2_seconds_kbps_(0), |
| 64 uma_update_state_(kNoUpdate), | 70 uma_update_state_(kNoUpdate), |
| 65 rampup_uma_stats_updated_(kNumUmaRampupMetrics, false), | 71 rampup_uma_stats_updated_(kNumUmaRampupMetrics, false), |
| 66 event_log_(event_log) { | 72 event_log_(event_log), |
| 73 in_timeout_experiment_(webrtc::field_trial::FindFullName( | |
| 74 "WebRTC-SendSideBwe") == "Enabled") { | |
| 67 RTC_DCHECK(event_log); | 75 RTC_DCHECK(event_log); |
| 68 } | 76 } |
| 69 | 77 |
| 70 SendSideBandwidthEstimation::~SendSideBandwidthEstimation() {} | 78 SendSideBandwidthEstimation::~SendSideBandwidthEstimation() {} |
| 71 | 79 |
| 72 void SendSideBandwidthEstimation::SetBitrates(int send_bitrate, | 80 void SendSideBandwidthEstimation::SetBitrates(int send_bitrate, |
| 73 int min_bitrate, | 81 int min_bitrate, |
| 74 int max_bitrate) { | 82 int max_bitrate) { |
| 75 if (send_bitrate > 0) | 83 if (send_bitrate > 0) |
| 76 SetSendBitrate(send_bitrate); | 84 SetSendBitrate(send_bitrate); |
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| 120 int64_t now_ms, | 128 int64_t now_ms, |
| 121 uint32_t bitrate_bps) { | 129 uint32_t bitrate_bps) { |
| 122 delay_based_bitrate_bps_ = bitrate_bps; | 130 delay_based_bitrate_bps_ = bitrate_bps; |
| 123 bitrate_ = CapBitrateToThresholds(now_ms, bitrate_); | 131 bitrate_ = CapBitrateToThresholds(now_ms, bitrate_); |
| 124 } | 132 } |
| 125 | 133 |
| 126 void SendSideBandwidthEstimation::UpdateReceiverBlock(uint8_t fraction_loss, | 134 void SendSideBandwidthEstimation::UpdateReceiverBlock(uint8_t fraction_loss, |
| 127 int64_t rtt, | 135 int64_t rtt, |
| 128 int number_of_packets, | 136 int number_of_packets, |
| 129 int64_t now_ms) { | 137 int64_t now_ms) { |
| 138 last_feedback_ms_ = now_ms; | |
| 130 if (first_report_time_ms_ == -1) | 139 if (first_report_time_ms_ == -1) |
| 131 first_report_time_ms_ = now_ms; | 140 first_report_time_ms_ = now_ms; |
| 132 | 141 |
| 133 // Update RTT. | 142 // Update RTT. |
| 134 last_round_trip_time_ms_ = rtt; | 143 last_round_trip_time_ms_ = rtt; |
| 135 | 144 |
| 136 // Check sequence number diff and weight loss report | 145 // Check sequence number diff and weight loss report |
| 137 if (number_of_packets > 0) { | 146 if (number_of_packets > 0) { |
| 138 // Calculate number of lost packets. | 147 // Calculate number of lost packets. |
| 139 const int num_lost_packets_Q8 = fraction_loss * number_of_packets; | 148 const int num_lost_packets_Q8 = fraction_loss * number_of_packets; |
| 140 // Accumulate reports. | 149 // Accumulate reports. |
| 141 lost_packets_since_last_loss_update_Q8_ += num_lost_packets_Q8; | 150 lost_packets_since_last_loss_update_Q8_ += num_lost_packets_Q8; |
| 142 expected_packets_since_last_loss_update_ += number_of_packets; | 151 expected_packets_since_last_loss_update_ += number_of_packets; |
| 143 | 152 |
| 144 // Don't generate a loss rate until it can be based on enough packets. | 153 // Don't generate a loss rate until it can be based on enough packets. |
| 145 if (expected_packets_since_last_loss_update_ < kLimitNumPackets) | 154 if (expected_packets_since_last_loss_update_ < kLimitNumPackets) |
| 146 return; | 155 return; |
| 147 | 156 |
| 148 has_decreased_since_last_fraction_loss_ = false; | 157 has_decreased_since_last_fraction_loss_ = false; |
| 149 last_fraction_loss_ = lost_packets_since_last_loss_update_Q8_ / | 158 last_fraction_loss_ = lost_packets_since_last_loss_update_Q8_ / |
| 150 expected_packets_since_last_loss_update_; | 159 expected_packets_since_last_loss_update_; |
| 151 | 160 |
| 152 // Reset accumulators. | 161 // Reset accumulators. |
| 153 lost_packets_since_last_loss_update_Q8_ = 0; | 162 lost_packets_since_last_loss_update_Q8_ = 0; |
| 154 expected_packets_since_last_loss_update_ = 0; | 163 expected_packets_since_last_loss_update_ = 0; |
| 164 last_packet_report_ms_ = now_ms; | |
| 165 UpdateEstimate(now_ms); | |
|
terelius
2016/08/23 17:33:29
Nice. I've been meaning to try moving the UpdateEs
| |
| 155 } | 166 } |
| 156 time_last_receiver_block_ms_ = now_ms; | |
| 157 UpdateEstimate(now_ms); | |
| 158 UpdateUmaStats(now_ms, rtt, (fraction_loss * number_of_packets) >> 8); | 167 UpdateUmaStats(now_ms, rtt, (fraction_loss * number_of_packets) >> 8); |
| 159 } | 168 } |
| 160 | 169 |
| 161 void SendSideBandwidthEstimation::UpdateUmaStats(int64_t now_ms, | 170 void SendSideBandwidthEstimation::UpdateUmaStats(int64_t now_ms, |
| 162 int64_t rtt, | 171 int64_t rtt, |
| 163 int lost_packets) { | 172 int lost_packets) { |
| 164 int bitrate_kbps = static_cast<int>((bitrate_ + 500) / 1000); | 173 int bitrate_kbps = static_cast<int>((bitrate_ + 500) / 1000); |
| 165 for (size_t i = 0; i < kNumUmaRampupMetrics; ++i) { | 174 for (size_t i = 0; i < kNumUmaRampupMetrics; ++i) { |
| 166 if (!rampup_uma_stats_updated_[i] && | 175 if (!rampup_uma_stats_updated_[i] && |
| 167 bitrate_kbps >= kUmaRampupMetrics[i].bitrate_kbps) { | 176 bitrate_kbps >= kUmaRampupMetrics[i].bitrate_kbps) { |
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| 191 } | 200 } |
| 192 } | 201 } |
| 193 | 202 |
| 194 void SendSideBandwidthEstimation::UpdateEstimate(int64_t now_ms) { | 203 void SendSideBandwidthEstimation::UpdateEstimate(int64_t now_ms) { |
| 195 // We trust the REMB and/or delay-based estimate during the first 2 seconds if | 204 // We trust the REMB and/or delay-based estimate during the first 2 seconds if |
| 196 // we haven't had any packet loss reported, to allow startup bitrate probing. | 205 // we haven't had any packet loss reported, to allow startup bitrate probing. |
| 197 if (last_fraction_loss_ == 0 && IsInStartPhase(now_ms)) { | 206 if (last_fraction_loss_ == 0 && IsInStartPhase(now_ms)) { |
| 198 uint32_t prev_bitrate = bitrate_; | 207 uint32_t prev_bitrate = bitrate_; |
| 199 if (bwe_incoming_ > bitrate_) | 208 if (bwe_incoming_ > bitrate_) |
| 200 bitrate_ = CapBitrateToThresholds(now_ms, bwe_incoming_); | 209 bitrate_ = CapBitrateToThresholds(now_ms, bwe_incoming_); |
| 201 if (delay_based_bitrate_bps_ > bitrate_) | 210 if (delay_based_bitrate_bps_ > bitrate_) { |
| 202 bitrate_ = CapBitrateToThresholds(now_ms, delay_based_bitrate_bps_); | 211 bitrate_ = CapBitrateToThresholds(now_ms, delay_based_bitrate_bps_); |
| 212 } | |
| 203 if (bitrate_ != prev_bitrate) { | 213 if (bitrate_ != prev_bitrate) { |
| 204 min_bitrate_history_.clear(); | 214 min_bitrate_history_.clear(); |
| 205 min_bitrate_history_.push_back(std::make_pair(now_ms, bitrate_)); | 215 min_bitrate_history_.push_back(std::make_pair(now_ms, bitrate_)); |
| 206 return; | 216 return; |
| 207 } | 217 } |
| 208 } | 218 } |
| 209 UpdateMinHistory(now_ms); | 219 UpdateMinHistory(now_ms); |
| 210 // Only start updating bitrate when receiving receiver blocks. | 220 if (last_packet_report_ms_ == -1) { |
| 211 // TODO(pbos): Handle the case when no receiver report is received for a very | 221 // No feedback received. |
| 212 // long time. | 222 bitrate_ = CapBitrateToThresholds(now_ms, bitrate_); |
| 213 if (time_last_receiver_block_ms_ != -1) { | 223 return; |
| 224 } | |
| 225 int64_t time_since_packet_report_ms = now_ms - last_packet_report_ms_; | |
| 226 int64_t time_since_feedback_ms = now_ms - last_feedback_ms_; | |
| 227 if (time_since_packet_report_ms < 1.2 * kFeedbackIntervalMs) { | |
| 214 if (last_fraction_loss_ <= 5) { | 228 if (last_fraction_loss_ <= 5) { |
| 215 // Loss < 2%: Increase rate by 8% of the min bitrate in the last | 229 // Loss < 2%: Increase rate by 8% of the min bitrate in the last |
| 216 // kBweIncreaseIntervalMs. | 230 // kBweIncreaseIntervalMs. |
| 217 // Note that by remembering the bitrate over the last second one can | 231 // Note that by remembering the bitrate over the last second one can |
| 218 // rampup up one second faster than if only allowed to start ramping | 232 // rampup up one second faster than if only allowed to start ramping |
| 219 // at 8% per second rate now. E.g.: | 233 // at 8% per second rate now. E.g.: |
| 220 // If sending a constant 100kbps it can rampup immediatly to 108kbps | 234 // If sending a constant 100kbps it can rampup immediatly to 108kbps |
| 221 // whenever a receiver report is received with lower packet loss. | 235 // whenever a receiver report is received with lower packet loss. |
| 222 // If instead one would do: bitrate_ *= 1.08^(delta time), it would | 236 // If instead one would do: bitrate_ *= 1.08^(delta time), it would |
| 223 // take over one second since the lower packet loss to achieve 108kbps. | 237 // take over one second since the lower packet loss to achieve |
| 238 // 108kbps. | |
| 224 bitrate_ = static_cast<uint32_t>( | 239 bitrate_ = static_cast<uint32_t>( |
| 225 min_bitrate_history_.front().second * 1.08 + 0.5); | 240 min_bitrate_history_.front().second * 1.08 + 0.5); |
| 226 | 241 |
| 227 // Add 1 kbps extra, just to make sure that we do not get stuck | 242 // Add 1 kbps extra, just to make sure that we do not get stuck |
| 228 // (gives a little extra increase at low rates, negligible at higher | 243 // (gives a little extra increase at low rates, negligible at higher |
| 229 // rates). | 244 // rates). |
| 230 bitrate_ += 1000; | 245 bitrate_ += 1000; |
| 231 | 246 |
| 232 event_log_->LogBwePacketLossEvent( | 247 event_log_->LogBwePacketLossEvent( |
| 233 bitrate_, last_fraction_loss_, | 248 bitrate_, last_fraction_loss_, |
| 234 expected_packets_since_last_loss_update_); | 249 expected_packets_since_last_loss_update_); |
| 235 } else if (last_fraction_loss_ <= 26) { | 250 } else if (last_fraction_loss_ <= 26) { |
| 236 // Loss between 2% - 10%: Do nothing. | 251 // Loss between 2% - 10%: Do nothing. |
| 237 } else { | 252 } else { |
| 238 // Loss > 10%: Limit the rate decreases to once a kBweDecreaseIntervalMs + | 253 // Loss > 10%: Limit the rate decreases to once a kBweDecreaseIntervalMs |
| 239 // rtt. | 254 // + rtt. |
| 240 if (!has_decreased_since_last_fraction_loss_ && | 255 if (!has_decreased_since_last_fraction_loss_ && |
| 241 (now_ms - time_last_decrease_ms_) >= | 256 (now_ms - time_last_decrease_ms_) >= |
| 242 (kBweDecreaseIntervalMs + last_round_trip_time_ms_)) { | 257 (kBweDecreaseIntervalMs + last_round_trip_time_ms_)) { |
| 243 time_last_decrease_ms_ = now_ms; | 258 time_last_decrease_ms_ = now_ms; |
| 244 | 259 |
| 245 // Reduce rate: | 260 // Reduce rate: |
| 246 // newRate = rate * (1 - 0.5*lossRate); | 261 // newRate = rate * (1 - 0.5*lossRate); |
| 247 // where packetLoss = 256*lossRate; | 262 // where packetLoss = 256*lossRate; |
| 248 bitrate_ = static_cast<uint32_t>( | 263 bitrate_ = static_cast<uint32_t>( |
| 249 (bitrate_ * static_cast<double>(512 - last_fraction_loss_)) / | 264 (bitrate_ * static_cast<double>(512 - last_fraction_loss_)) / |
| 250 512.0); | 265 512.0); |
| 251 has_decreased_since_last_fraction_loss_ = true; | 266 has_decreased_since_last_fraction_loss_ = true; |
| 252 } | 267 } |
| 253 event_log_->LogBwePacketLossEvent( | 268 event_log_->LogBwePacketLossEvent( |
| 254 bitrate_, last_fraction_loss_, | 269 bitrate_, last_fraction_loss_, |
| 255 expected_packets_since_last_loss_update_); | 270 expected_packets_since_last_loss_update_); |
| 256 } | 271 } |
| 272 } else if (time_since_feedback_ms > | |
| 273 kFeedbackTimeoutIntervals * kFeedbackIntervalMs && | |
| 274 (last_timeout_ms_ == -1 || | |
| 275 now_ms - last_timeout_ms_ > kTimeoutIntervalMs)) { | |
| 276 if (in_timeout_experiment_) { | |
| 277 LOG(LS_WARNING) << "Feedback timed out (" << time_since_feedback_ms | |
| 278 << " ms), reducing bitrate."; | |
| 279 bitrate_ *= 0.8; | |
| 280 last_timeout_ms_ = now_ms; | |
|
terelius
2016/08/23 17:33:29
Should the accumulators (expected_packets_since_la
stefan-webrtc
2016/09/04 11:17:35
Perhaps we should reset those too.
| |
| 281 } | |
| 257 } | 282 } |
| 258 bitrate_ = CapBitrateToThresholds(now_ms, bitrate_); | 283 bitrate_ = CapBitrateToThresholds(now_ms, bitrate_); |
| 259 } | 284 } |
| 260 | 285 |
| 261 bool SendSideBandwidthEstimation::IsInStartPhase(int64_t now_ms) const { | 286 bool SendSideBandwidthEstimation::IsInStartPhase(int64_t now_ms) const { |
| 262 return first_report_time_ms_ == -1 || | 287 return first_report_time_ms_ == -1 || |
| 263 now_ms - first_report_time_ms_ < kStartPhaseMs; | 288 now_ms - first_report_time_ms_ < kStartPhaseMs; |
| 264 } | 289 } |
| 265 | 290 |
| 266 void SendSideBandwidthEstimation::UpdateMinHistory(int64_t now_ms) { | 291 void SendSideBandwidthEstimation::UpdateMinHistory(int64_t now_ms) { |
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| 300 LOG(LS_WARNING) << "Estimated available bandwidth " << bitrate / 1000 | 325 LOG(LS_WARNING) << "Estimated available bandwidth " << bitrate / 1000 |
| 301 << " kbps is below configured min bitrate " | 326 << " kbps is below configured min bitrate " |
| 302 << min_bitrate_configured_ / 1000 << " kbps."; | 327 << min_bitrate_configured_ / 1000 << " kbps."; |
| 303 last_low_bitrate_log_ms_ = now_ms; | 328 last_low_bitrate_log_ms_ = now_ms; |
| 304 } | 329 } |
| 305 bitrate = min_bitrate_configured_; | 330 bitrate = min_bitrate_configured_; |
| 306 } | 331 } |
| 307 return bitrate; | 332 return bitrate; |
| 308 } | 333 } |
| 309 } // namespace webrtc | 334 } // namespace webrtc |
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