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| 1 /* | 1 /* |
| 2 * Copyright (c) 2016 The WebRTC project authors. All Rights Reserved. | 2 * Copyright (c) 2016 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 |
| 11 #include "webrtc/modules/congestion_controller/probe_bitrate_estimator.h" | 11 #include "webrtc/modules/congestion_controller/probe_bitrate_estimator.h" |
| 12 | 12 |
| 13 #include <algorithm> | 13 #include <algorithm> |
| 14 | 14 |
| 15 #include "webrtc/base/checks.h" | |
| 15 #include "webrtc/base/logging.h" | 16 #include "webrtc/base/logging.h" |
| 16 | 17 |
| 17 namespace { | 18 namespace { |
| 18 // Max number of saved clusters. | |
| 19 constexpr size_t kMaxNumSavedClusters = 5; | |
| 20 | |
| 21 // The minumum number of probes we need for a valid cluster. | 19 // The minumum number of probes we need for a valid cluster. |
| 22 constexpr int kMinNumProbesValidCluster = 4; | 20 constexpr int kMinNumProbesValidCluster = 4; |
| 23 | 21 |
| 24 // The maximum (receive rate)/(send rate) ratio for a valid estimate. | 22 // The maximum (receive rate)/(send rate) ratio for a valid estimate. |
| 25 constexpr float kValidRatio = 1.2f; | 23 constexpr float kValidRatio = 1.2f; |
| 24 | |
| 25 // The maximum time period of which the cluster history is retained. | |
| 26 // This is also the maximum time period beyond which a probing burst is not | |
| 27 // expected to last. | |
| 28 constexpr int kMaxClusterHistoryInMs = 5000; | |
| 29 | |
| 30 // The maximum time interval between first and the last probe on a cluster | |
| 31 // on the side side as well as the receive side. | |
|
stefan-webrtc
2016/08/13 10:05:10
sender side
Irfan
2016/08/15 07:00:07
Done.
| |
| 32 constexpr int kMaxProbeIntervalInMs = 1000; | |
| 26 } | 33 } |
| 27 | 34 |
| 28 namespace webrtc { | 35 namespace webrtc { |
| 29 | 36 |
| 30 ProbingResult::ProbingResult() : bps(kNoEstimate), timestamp(0) {} | 37 ProbeBitrateEstimator::ProbeBitrateEstimator() {} |
| 31 | 38 |
| 32 ProbingResult::ProbingResult(int bps, int64_t timestamp) | 39 int ProbeBitrateEstimator::HandleProbeAndEstimateBitrate( |
| 33 : bps(bps), timestamp(timestamp) {} | 40 const PacketInfo& packet_info, |
| 34 | 41 int min_clusters) { |
| 35 bool ProbingResult::valid() const { | 42 RTC_DCHECK(packet_info.probe_cluster_id != PacketInfo::kNotAProbe); |
| 36 return bps != kNoEstimate; | |
| 37 } | |
| 38 | |
| 39 ProbeBitrateEstimator::ProbeBitrateEstimator() : last_valid_cluster_id_(0) {} | |
| 40 | |
| 41 ProbingResult ProbeBitrateEstimator::PacketFeedback( | |
| 42 const PacketInfo& packet_info) { | |
| 43 // If this is not a probing packet or if this probing packet | |
| 44 // belongs to an old cluster, do nothing. | |
| 45 if (packet_info.probe_cluster_id == PacketInfo::kNotAProbe || | |
| 46 packet_info.probe_cluster_id < last_valid_cluster_id_) { | |
| 47 return ProbingResult(); | |
| 48 } | |
| 49 | 43 |
| 50 AggregatedCluster* cluster = &clusters_[packet_info.probe_cluster_id]; | 44 AggregatedCluster* cluster = &clusters_[packet_info.probe_cluster_id]; |
| 51 cluster->first_send_ms = | 45 cluster->first_send_ms = |
| 52 std::min(cluster->first_send_ms, packet_info.send_time_ms); | 46 std::min(cluster->first_send_ms, packet_info.send_time_ms); |
| 53 cluster->last_send_ms = | 47 cluster->last_send_ms = |
| 54 std::max(cluster->last_send_ms, packet_info.send_time_ms); | 48 std::max(cluster->last_send_ms, packet_info.send_time_ms); |
| 55 cluster->first_receive_ms = | 49 cluster->first_receive_ms = |
| 56 std::min(cluster->first_receive_ms, packet_info.arrival_time_ms); | 50 std::min(cluster->first_receive_ms, packet_info.arrival_time_ms); |
| 57 cluster->last_receive_ms = | 51 cluster->last_receive_ms = |
| 58 std::max(cluster->last_receive_ms, packet_info.arrival_time_ms); | 52 std::max(cluster->last_receive_ms, packet_info.arrival_time_ms); |
| 59 cluster->size += packet_info.payload_size * 8; | 53 cluster->size += packet_info.payload_size * 8; |
| 60 cluster->num_probes += 1; | 54 cluster->num_probes++; |
|
stefan-webrtc
2016/08/13 10:05:10
++cluster...;
Irfan
2016/08/15 07:00:07
Done.
| |
| 61 | |
| 62 // Clean up old clusters. | |
| 63 while (clusters_.size() > kMaxNumSavedClusters) | |
| 64 clusters_.erase(clusters_.begin()); | |
| 65 | 55 |
| 66 if (cluster->num_probes < kMinNumProbesValidCluster) | 56 if (cluster->num_probes < kMinNumProbesValidCluster) |
| 67 return ProbingResult(); | 57 return -1; |
| 58 | |
| 59 // The first time a cluster meets minimum requirement. | |
| 60 if (cluster->num_probes == kMinNumProbesValidCluster) | |
| 61 valid_clusters_++; | |
| 62 | |
| 63 if (valid_clusters_ < min_clusters) | |
| 64 return -1; | |
| 65 | |
| 66 EraseOldClusters(packet_info.arrival_time_ms - kMaxClusterHistoryInMs); | |
| 68 | 67 |
| 69 float send_interval_ms = cluster->last_send_ms - cluster->first_send_ms; | 68 float send_interval_ms = cluster->last_send_ms - cluster->first_send_ms; |
| 70 float receive_interval_ms = | 69 float receive_interval_ms = |
| 71 cluster->last_receive_ms - cluster->first_receive_ms; | 70 cluster->last_receive_ms - cluster->first_receive_ms; |
| 72 | 71 |
| 73 // Since the send/receive interval does not include the send/receive time of | 72 // Since the send/receive interval does not include the send/receive time of |
| 74 // the last/first packet we expand the interval by the average inverval | 73 // the last/first packet we expand the interval by the average inverval |
| 75 // between the probing packets. | 74 // between the probing packets. |
| 76 float interval_correction = | 75 float interval_correction = |
| 77 static_cast<float>(cluster->num_probes) / (cluster->num_probes - 1); | 76 static_cast<float>(cluster->num_probes) / (cluster->num_probes - 1); |
| 78 send_interval_ms *= interval_correction; | 77 send_interval_ms *= interval_correction; |
| 79 receive_interval_ms *= interval_correction; | 78 receive_interval_ms *= interval_correction; |
| 80 | 79 |
| 81 if (send_interval_ms == 0 || receive_interval_ms == 0) { | 80 if (send_interval_ms <= 0 || receive_interval_ms <= 0 || |
| 81 send_interval_ms > kMaxProbeIntervalInMs || | |
| 82 receive_interval_ms > kMaxProbeIntervalInMs) { | |
| 82 LOG(LS_INFO) << "Probing unsuccessful, invalid send/receive interval" | 83 LOG(LS_INFO) << "Probing unsuccessful, invalid send/receive interval" |
| 83 << " [cluster id: " << packet_info.probe_cluster_id | 84 << " [cluster id: " << packet_info.probe_cluster_id |
| 84 << "] [send interval: " << send_interval_ms << " ms]" | 85 << "] [send interval: " << send_interval_ms << " ms]" |
| 85 << " [receive interval: " << receive_interval_ms << " ms]"; | 86 << " [receive interval: " << receive_interval_ms << " ms]"; |
| 86 | 87 return -1; |
| 87 return ProbingResult(); | |
| 88 } | 88 } |
| 89 float send_bps = static_cast<float>(cluster->size) / send_interval_ms * 1000; | 89 float send_bps = static_cast<float>(cluster->size) / send_interval_ms * 1000; |
| 90 float receive_bps = | 90 float receive_bps = |
| 91 static_cast<float>(cluster->size) / receive_interval_ms * 1000; | 91 static_cast<float>(cluster->size) / receive_interval_ms * 1000; |
| 92 float ratio = receive_bps / send_bps; | 92 float ratio = receive_bps / send_bps; |
| 93 if (ratio > kValidRatio) { | 93 if (ratio > kValidRatio) { |
| 94 LOG(LS_INFO) << "Probing unsuccessful, receive/send ratio too high" | 94 LOG(LS_INFO) << "Probing unsuccessful, receive/send ratio too high" |
| 95 << " [cluster id: " << packet_info.probe_cluster_id | 95 << " [cluster id: " << packet_info.probe_cluster_id |
| 96 << "] [send: " << cluster->size << " bytes / " | 96 << "] [send: " << cluster->size << " bytes / " |
| 97 << send_interval_ms << " ms = " << send_bps / 1000 << " kb/s]" | 97 << send_interval_ms << " ms = " << send_bps / 1000 << " kb/s]" |
| 98 << " [receive: " << cluster->size << " bytes / " | 98 << " [receive: " << cluster->size << " bytes / " |
| 99 << receive_interval_ms << " ms = " << receive_bps / 1000 | 99 << receive_interval_ms << " ms = " << receive_bps / 1000 |
| 100 << " kb/s]" | 100 << " kb/s]" |
| 101 << " [ratio: " << receive_bps / 1000 << " / " | 101 << " [ratio: " << receive_bps / 1000 << " / " |
| 102 << send_bps / 1000 << " = " << ratio << " > kValidRatio (" | 102 << send_bps / 1000 << " = " << ratio << " > kValidRatio (" |
| 103 << kValidRatio << ")]"; | 103 << kValidRatio << ")]"; |
| 104 | 104 return -1; |
| 105 return ProbingResult(); | |
| 106 } | 105 } |
| 107 // We have a valid estimate. | |
| 108 int result_bps = std::min(send_bps, receive_bps); | |
| 109 last_valid_cluster_id_ = packet_info.probe_cluster_id; | |
| 110 LOG(LS_INFO) << "Probing successful" | 106 LOG(LS_INFO) << "Probing successful" |
| 111 << " [cluster id: " << packet_info.probe_cluster_id | 107 << " [cluster id: " << packet_info.probe_cluster_id |
| 112 << "] [send: " << cluster->size << " bytes / " | 108 << "] [send: " << cluster->size << " bytes / " |
| 113 << send_interval_ms << " ms = " << send_bps / 1000 << " kb/s]" | 109 << send_interval_ms << " ms = " << send_bps / 1000 << " kb/s]" |
| 114 << " [receive: " << cluster->size << " bytes / " | 110 << " [receive: " << cluster->size << " bytes / " |
| 115 << receive_interval_ms << " ms = " << receive_bps / 1000 | 111 << receive_interval_ms << " ms = " << receive_bps / 1000 |
| 116 << " kb/s]"; | 112 << " kb/s]"; |
| 113 cluster->bps = std::min(send_bps, receive_bps); | |
| 114 return HighestBitrateOnClusters(); | |
| 115 } | |
| 117 | 116 |
| 118 return ProbingResult(result_bps, packet_info.arrival_time_ms); | 117 void ProbeBitrateEstimator::EraseOldClusters(int64_t timestamp_ms) { |
| 118 for (auto it = clusters_.begin(); it != clusters_.end();) { | |
| 119 if (it->second.last_receive_ms < timestamp_ms) { | |
| 120 if (it->second.num_probes >= kMinNumProbesValidCluster) | |
| 121 valid_clusters_--; | |
|
stefan-webrtc
2016/08/13 10:05:11
--valid_clusters_;
Irfan
2016/08/15 07:00:07
Done.
| |
| 122 it = clusters_.erase(it); | |
| 123 } else { | |
| 124 ++it; | |
| 125 } | |
| 126 } | |
| 119 } | 127 } |
| 128 | |
| 129 int ProbeBitrateEstimator::HighestBitrateOnClusters() { | |
|
stefan-webrtc
2016/08/13 10:05:11
Our previous reasoning has been that if a probe cl
Irfan
2016/08/15 07:00:07
Given that probing uses 5 samples to get a quick i
| |
| 130 int highest_bps = 0; | |
| 131 for (const auto& kv : clusters_) { | |
| 132 if (kv.second.bps > highest_bps) | |
| 133 highest_bps = kv.second.bps; | |
| 134 } | |
| 135 return highest_bps; | |
| 136 } | |
| 137 | |
| 120 } // namespace webrtc | 138 } // namespace webrtc |
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