|  | /* | 
|  | *  Copyright (c) 2012 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 "webrtc/modules/remote_bitrate_estimator/overuse_detector.h" | 
|  |  | 
|  | #include <math.h> | 
|  | #include <stdlib.h> | 
|  |  | 
|  | #include <algorithm> | 
|  | #include <sstream> | 
|  | #include <string> | 
|  |  | 
|  | #include "webrtc/base/checks.h" | 
|  | #include "webrtc/base/common.h" | 
|  | #include "webrtc/modules/remote_bitrate_estimator/include/bwe_defines.h" | 
|  | #include "webrtc/modules/remote_bitrate_estimator/test/bwe_test_logging.h" | 
|  | #include "webrtc/modules/rtp_rtcp/source/rtp_utility.h" | 
|  | #include "webrtc/system_wrappers/include/field_trial.h" | 
|  | #include "webrtc/system_wrappers/include/trace.h" | 
|  |  | 
|  | namespace webrtc { | 
|  |  | 
|  | const char kAdaptiveThresholdExperiment[] = "WebRTC-AdaptiveBweThreshold"; | 
|  | const char kEnabledPrefix[] = "Enabled"; | 
|  | const size_t kEnabledPrefixLength = sizeof(kEnabledPrefix) - 1; | 
|  | const char kDisabledPrefix[] = "Disabled"; | 
|  | const size_t kDisabledPrefixLength = sizeof(kDisabledPrefix) - 1; | 
|  |  | 
|  | const double kMaxAdaptOffsetMs = 15.0; | 
|  | const double kOverUsingTimeThreshold = 10; | 
|  |  | 
|  | bool AdaptiveThresholdExperimentIsDisabled() { | 
|  | std::string experiment_string = | 
|  | webrtc::field_trial::FindFullName(kAdaptiveThresholdExperiment); | 
|  | const size_t kMinExperimentLength = kDisabledPrefixLength; | 
|  | if (experiment_string.length() < kMinExperimentLength) | 
|  | return false; | 
|  | return experiment_string.substr(0, kDisabledPrefixLength) == kDisabledPrefix; | 
|  | } | 
|  |  | 
|  | // Gets thresholds from the experiment name following the format | 
|  | // "WebRTC-AdaptiveBweThreshold/Enabled-0.5,0.002/". | 
|  | bool ReadExperimentConstants(double* k_up, double* k_down) { | 
|  | std::string experiment_string = | 
|  | webrtc::field_trial::FindFullName(kAdaptiveThresholdExperiment); | 
|  | const size_t kMinExperimentLength = kEnabledPrefixLength + 3; | 
|  | if (experiment_string.length() < kMinExperimentLength || | 
|  | experiment_string.substr(0, kEnabledPrefixLength) != kEnabledPrefix) | 
|  | return false; | 
|  | return sscanf(experiment_string.substr(kEnabledPrefixLength + 1).c_str(), | 
|  | "%lf,%lf", k_up, k_down) == 2; | 
|  | } | 
|  |  | 
|  | OveruseDetector::OveruseDetector(const OverUseDetectorOptions& options) | 
|  | // Experiment is on by default, but can be disabled with finch by setting | 
|  | // the field trial string to "WebRTC-AdaptiveBweThreshold/Disabled/". | 
|  | : in_experiment_(!AdaptiveThresholdExperimentIsDisabled()), | 
|  | k_up_(0.004), | 
|  | k_down_(0.00006), | 
|  | overusing_time_threshold_(100), | 
|  | options_(options), | 
|  | threshold_(12.5), | 
|  | last_update_ms_(-1), | 
|  | prev_offset_(0.0), | 
|  | time_over_using_(-1), | 
|  | overuse_counter_(0), | 
|  | hypothesis_(kBwNormal) { | 
|  | if (!AdaptiveThresholdExperimentIsDisabled()) | 
|  | InitializeExperiment(); | 
|  | } | 
|  |  | 
|  | OveruseDetector::~OveruseDetector() {} | 
|  |  | 
|  | BandwidthUsage OveruseDetector::State() const { | 
|  | return hypothesis_; | 
|  | } | 
|  |  | 
|  | BandwidthUsage OveruseDetector::Detect(double offset, | 
|  | double ts_delta, | 
|  | int num_of_deltas, | 
|  | int64_t now_ms) { | 
|  | if (num_of_deltas < 2) { | 
|  | return kBwNormal; | 
|  | } | 
|  | const double prev_offset = prev_offset_; | 
|  | prev_offset_ = offset; | 
|  | const double T = std::min(num_of_deltas, 60) * offset; | 
|  | BWE_TEST_LOGGING_PLOT(1, "offset", now_ms, T); | 
|  | BWE_TEST_LOGGING_PLOT(1, "threshold", now_ms, threshold_); | 
|  | if (T > threshold_) { | 
|  | if (time_over_using_ == -1) { | 
|  | // Initialize the timer. Assume that we've been | 
|  | // over-using half of the time since the previous | 
|  | // sample. | 
|  | time_over_using_ = ts_delta / 2; | 
|  | } else { | 
|  | // Increment timer | 
|  | time_over_using_ += ts_delta; | 
|  | } | 
|  | overuse_counter_++; | 
|  | if (time_over_using_ > overusing_time_threshold_ && overuse_counter_ > 1) { | 
|  | if (offset >= prev_offset) { | 
|  | time_over_using_ = 0; | 
|  | overuse_counter_ = 0; | 
|  | hypothesis_ = kBwOverusing; | 
|  | } | 
|  | } | 
|  | } else if (T < -threshold_) { | 
|  | time_over_using_ = -1; | 
|  | overuse_counter_ = 0; | 
|  | hypothesis_ = kBwUnderusing; | 
|  | } else { | 
|  | time_over_using_ = -1; | 
|  | overuse_counter_ = 0; | 
|  | hypothesis_ = kBwNormal; | 
|  | } | 
|  |  | 
|  | UpdateThreshold(T, now_ms); | 
|  |  | 
|  | return hypothesis_; | 
|  | } | 
|  |  | 
|  | void OveruseDetector::UpdateThreshold(double modified_offset, int64_t now_ms) { | 
|  | if (!in_experiment_) | 
|  | return; | 
|  |  | 
|  | if (last_update_ms_ == -1) | 
|  | last_update_ms_ = now_ms; | 
|  |  | 
|  | if (fabs(modified_offset) > threshold_ + kMaxAdaptOffsetMs) { | 
|  | // Avoid adapting the threshold to big latency spikes, caused e.g., | 
|  | // by a sudden capacity drop. | 
|  | last_update_ms_ = now_ms; | 
|  | return; | 
|  | } | 
|  |  | 
|  | const double k = fabs(modified_offset) < threshold_ ? k_down_ : k_up_; | 
|  | const int64_t kMaxTimeDeltaMs = 100; | 
|  | int64_t time_delta_ms = std::min(now_ms - last_update_ms_, kMaxTimeDeltaMs); | 
|  | threshold_ += | 
|  | k * (fabs(modified_offset) - threshold_) * time_delta_ms; | 
|  |  | 
|  | const double kMinThreshold = 6; | 
|  | const double kMaxThreshold = 600; | 
|  | threshold_ = std::min(std::max(threshold_, kMinThreshold), kMaxThreshold); | 
|  |  | 
|  | last_update_ms_ = now_ms; | 
|  | } | 
|  |  | 
|  | void OveruseDetector::InitializeExperiment() { | 
|  | RTC_DCHECK(in_experiment_); | 
|  | double k_up = 0.0; | 
|  | double k_down = 0.0; | 
|  | overusing_time_threshold_ = kOverUsingTimeThreshold; | 
|  | if (ReadExperimentConstants(&k_up, &k_down)) { | 
|  | k_up_ = k_up; | 
|  | k_down_ = k_down; | 
|  | } | 
|  | } | 
|  | }  // namespace webrtc |