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Linux kernel statistics from a video-streaming cluster and service metrics from a video client

audio-buffer-rate cluster Linux-kernel network-analytics RTP-packet-rate service-level-metrics testbed time-series video-frame-rate video-on-demand VLC
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Original Data Format
Version mldata
Data (first 10 data points)
    (Zipped) TAR archive realm-cnsm2015, realm-cnsm2015/flashcrowd-load, realm-cnsm2015/flashcrowd-load/Y.csv, realm-cnsm2015/flashcrowd-load/X.csv, realm-cnsm2015/periodic-load, realm-cnsm2015/periodic-load/Y.csv, realm-cnsm2015/periodic-load/X.csv

Summary: Linux kernel statistics from a video-streaming cluster and service metrics from a video client

Tags: VLC Linux-kernel service-level-metrics network-analytics video-on-demand video-frame-rate audio-buffer-rate RTP-packet-rate time-series testbed cluster

Description: Please cite this dataset as follows:

Yanggratoke, R. and Stadler, R. (2015). Linux kernel statistics from a video-streaming cluster and service metrics from a video client. Distributed by Machine learning data set repository [].

Field descriptions for X.csv

[1] "TimeStamp" : Unix epoch time
[2..*] The fields are in the format {server_index}_{kernel_SAR_stats}, i.e., the fields are prefixed by the server identifier. For example, “X0_all_..usr” refers to average CPU utilisation of all cores from the first server (server 0). For field descriptions, please refer to X_SAR:

Field descriptions for Y.csv

[1] "TimeStamp" : Unix epoch time
[2] "LostFrames" : Lost video frame rate (frames/sec)
[3] “noAudioPlayed" : Audio buffer rate (buffers/sec)
[4] “avgInterAudioPlayedDelay" : Average inter-audio-play delay (seconds) [5] NetReadOperations: Network read rate (operations/sec) [6] NetReadBytes: Network data read rate (bytes/sec) [7] NetReadAvgDelay: Average inter-read delay (seconds) [8] "noAudioLost" : Lost audio buffer rate (buffers/sec)
[9] “noAudioLate" : Late audio buffer rate (buffers/sec)
[10] "DispFrames" : Video frame rate (frames/sec) [11] "AvgInterDispDelay" : Average video-frame-inter-display delay (seconds)

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    Data Source
    Measurement Details
    Usage Scenario
    revision 1
    by rerngvit on 2015-07-06 18:27
    revision 2
    by rerngvit on 2015-07-06 18:29
    revision 3
    by rerngvit on 2015-07-06 18:30
    revision 4
    by rerngvit on 2015-07-10 14:00
    revision 5
    by rerngvit on 2015-08-17 15:18

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