Dataset Open Access
Host network traffic time series 2019/01
Jirsik, Tomas; Smeriga, Juraj
MARC21 XML Export
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<subfield code="a"><p><em><strong>General info</strong></em></p>
<p>Dataset&nbsp;was collected over one <strong>month period in January 2019</strong>. The observation points for the collection of IP flows were located at the borders of the university campus network. The campus university network has /16 CIDR IPv4 network range at disposal and contains various network segments from segments connecting dormitories, over server segments, to a segment containing working stations of university administrative workers. The size of the raw IP flows used to create the dataset was over 860GB. <strong>A host in our dataset is identified by its source IPv4 address. &nbsp;</strong><br>
&nbsp;</p>
<p><em><strong>Variables</strong></em></p>
<p>The dataset contains the following variables:</p>
<ul>
<li><strong>Aggregations</strong> - created from five-minute total volumes aggregated&nbsp;over&nbsp;one-hour disjoint windows using&nbsp;mean/max/min aggregation functions
<ul>
<li><strong># of flows (FL) </strong>- number of flows for a given source IP&nbsp;</li>
<li><strong># of packets (PKT)</strong> -&nbsp;number of packets for a given source IP</li>
<li><strong># of bytes (BYT)</strong> -&nbsp;number of packets for a given source IP</li>
<li><strong>flow duration (DUR)</strong> - average flow duration in seconds</li>
</ul>
</li>
<li><strong>Distinct Counts&nbsp;</strong>- count of distinct values for each variable in five-minute window aggregated&nbsp;over&nbsp;one-hour disjoint windows using&nbsp;mean/max/min aggregation functions
<ul>
<li><strong># of peers (PEER)</strong> - number of distinct communication peers for a given source IP</li>
<li><strong># of ports (PORTS)</strong> - number of distinct destination ports&nbsp;for a given source IP</li>
<li><strong># of protocols (PROTO)</strong> - number of distinct communication protocols&nbsp;for a given source IP</li>
<li><strong># of AS numbers (AS)</strong> - number of distinct destination AS numbers for a given source IP</li>
<li><strong># of countries (CTRY)</strong> - number of distinct destination countries&nbsp;for a given source IP</li>
</ul>
</li>
<li><strong>Labels</strong>
<ul>
<li><strong>Range (RNG)</strong> - a network range a host belongs to (anonymized)</li>
<li><strong>Unit (UNT) </strong>- an administrative unit owning the network range</li>
<li><strong>Sub-unit (SUB-UNT)</strong> - a sub-unit of the unit</li>
</ul>
</li>
</ul>
<p>&nbsp;</p>
<p><em><strong>Dataset format</strong></em></p>
<ul>
<li>The dataset is in <strong>comma-separated values (CSV)</strong> format.&nbsp;</li>
<li><strong>Header</strong> - multilevel, first 3 lines
<ul>
<li>1 level - aggregation type {mean|min|max}</li>
<li>2 level - variable {see above}</li>
<li>3 level - hour of a day {00,01,02,03,...,22,23}</li>
</ul>
</li>
<li><strong>Lablels</strong> - last 4 columns</li>
<li><strong>Dataset size&nbsp;</strong>
<ul>
<li>rows: 65536 host records&nbsp;+ 3 headers</li>
<li>columns: 648 variables + 4 labels</li>
</ul>
</li>
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378
352
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 378 | 378 |
| Downloads | 352 | 352 |
| Data volume | 55.9 GB | 55.9 GB |
| Unique views | 334 | 334 |
| Unique downloads | 244 | 244 |
Indexed in
- Publication date:
- May 6, 2019
- DOI:
-
- Keyword(s):
- network traffic time series host clustering classification
- License (for files):
- Creative Commons Attribution 4.0 International