Man pages for vsimko/trafficmsd
Multiscale Decomposition of Network Traffic
| cluster_by_amplitude | Cluster the time series according to the y-axis using k-means... |
| compute_emits | Simulate generators' activity. |
| compute_stairs | Helper function - TODO comment |
| decompose_traffic | Multi-scale decomposition of time series. (most important... |
| draw_image_legend | Helper function to plot a nice legend inside an image. |
| estimate_clusters | Estimate number of clusters. |
| get_interval_count | Count non-empty intervals in a vector. |
| get_total_intervals | Count non-empty intervals in the matrix of coeficients. |
| optimize_intervals | Optimization used as a part of the MSD algorithm. |
| pad_power2 | Pad the signal with zeroes to the nearest higher power of... |
| plot_scaleogram | Scaleogram is equivalent of a spectrogram for wavelets. |
| plot_spectrum | Plot spectrum of the decomposition. |
| plot_traffic | Plotting network traffic as a single time series or as a... |
| plot_traffic_densities | Plotting density of a traffic time series. |
| pretty_axis | Create pretty axis using pretty labels |
| pretty_labels | Create pretty labels. |
| print_stats | Print statistics about the multiscale decomposition |
| read_traffic | Reads traffic data from a CSV file. |
| reconstruct_traffic | Simulate the reconstruction of the original signal. |
| sample32 | Simple traffic example of 32 samples for debugging |
| sample_linkcap | Example of heat-up phase with large data transfer |
| sample_regsignal | Example of regular signal |
| sample_vidstream | Video streaming traffic |
| sample_withoutliers | Signal with several outliers. |
| shade_color | Creates a shaded version of given colors. |
