<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0120-5609</journal-id>
<journal-title><![CDATA[Ingeniería e Investigación]]></journal-title>
<abbrev-journal-title><![CDATA[Ing. Investig.]]></abbrev-journal-title>
<issn>0120-5609</issn>
<publisher>
<publisher-name><![CDATA[Facultad de Ingeniería, Universidad Nacional de Colombia.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0120-56092022000100109</article-id>
<article-id pub-id-type="doi">10.15446/ing.investig.v42n1.87564</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[Design and Implementation of Network Monitoring System for Campus Infrastructure Using Software Agents]]></article-title>
<article-title xml:lang="es"><![CDATA[Diseño e implementación de un sistema de monitoreo de red para infraestructura de campus usando agentes de software]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Espinel-Villalobos]]></surname>
<given-names><![CDATA[Rodrigo I.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ardila-Triana]]></surname>
<given-names><![CDATA[Erick]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Zarate-Ceballos]]></surname>
<given-names><![CDATA[Henry]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ortiz-Triviño]]></surname>
<given-names><![CDATA[Jorge E.]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Nacional de Colombia  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Nacional de Colombia  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Nacional de Colombia  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Colombia</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Nacional de Colombia  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Colombia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2022</year>
</pub-date>
<volume>42</volume>
<numero>1</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0120-56092022000100109&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0120-56092022000100109&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0120-56092022000100109&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT In network management and monitoring systems, or Network Management Stations (NMS), the Simple Network monitoring Protocol (SNMP) is normally used, with which it is possible to obtain information on the behavior, the values of the variables, and the status of the network architecture. network. However, for large corporate networks, the protocol can present latency in data collection and processing, thus making real-time monitoring difficult. This article proposes a multi-agent system based on layers, with three types of agents. This includes the collector agent, which uses a Management Information Base (MIB) value to collect information from the network equipment, an input table of information from the network devices for the consolidator agent to process the collected data and leave it in a consumable format, and its subsequent representation by the application agent as a web service, in this case, as a heat map.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN En los sistemas de administración y monitoreo de redes o Network Management Stations (NMS), normalmente se utiliza el protocolo Simple Network Monitoring Protocol (SNMP), con el cual es posible obtener información sobre el comportamiento, los valores de las variables y el estado de la arquitectura de red. Sin embargo, para las grandes redes corporativas, el protocolo puede presentar latencia en la recopilación y el procesamiento de datos, lo que dificulta el monitoreo en tiempo real. Este artículo propone un sistema multi-agente basado en capas con tres tipos de agentes. Esto incluye el agente recolector que utiliza un valor MIB(Management Information Base) para recolectar información de los equipos de red, una tabla de entrada de información de los dispositivos de red para que el agente consolidador realice el procesamiento de los datos recolectada y los deje en un formato consumible y su subsiguiente representación por parte del agente de aplicación como un servicio web, en este caso como un mapa de calor.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[distributed systems]]></kwd>
<kwd lng="en"><![CDATA[multi-agent system]]></kwd>
<kwd lng="en"><![CDATA[network monitoring]]></kwd>
<kwd lng="en"><![CDATA[parallelization]]></kwd>
<kwd lng="en"><![CDATA[SNMP]]></kwd>
<kwd lng="es"><![CDATA[sistemas distribuidos]]></kwd>
<kwd lng="es"><![CDATA[sistema multi-agente]]></kwd>
<kwd lng="es"><![CDATA[monitoreo de redes]]></kwd>
<kwd lng="es"><![CDATA[paralelización]]></kwd>
<kwd lng="es"><![CDATA[SNMP]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Affandi]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Riyanto]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Pratomo]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Kusrahardjo]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<source><![CDATA[Design and implementation fast response system monitoring server using simple network management protocol (snmp)]]></source>
<year>2015</year>
<conf-name><![CDATA[ 2015 International Seminar on Intelligent Technology and Its Applications (ISITIA)]]></conf-name>
<conf-loc> </conf-loc>
<page-range>385-90</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Al-Naymat]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Hambouz]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Al-Kasassbeh]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Evaluating the impact of feature selection methods on snmpmib interface parameters to accurately detect network anomalies]]></source>
<year>2019</year>
<conf-name><![CDATA[ 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1-6</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Allahham]]></surname>
<given-names><![CDATA[A. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Rahman]]></surname>
<given-names><![CDATA[M. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A smart monitoring system for campus using zigbee wireless sensor networks]]></article-title>
<source><![CDATA[International Journal of Software Engineering and Computer Systems (IJSECS)]]></source>
<year>2018</year>
<volume>4</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-14</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Awang]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Ganthan]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Samy]]></surname>
<given-names><![CDATA[L. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Hassan]]></surname>
<given-names><![CDATA[N. H]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A review on risk assessment using risk prediction technique in campus network]]></article-title>
<source><![CDATA[International Journal of Advanced Trends in Computer Science and Engineering]]></source>
<year>2020</year>
<volume>9</volume>
<numero>13</numero>
<issue>13</issue>
<page-range>251-7</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Barriuso]]></surname>
<given-names><![CDATA[A. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Villarrubia-González]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[de Paz]]></surname>
<given-names><![CDATA[J. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Lozano]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Bajo]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Combination of multi-agent systems and wireless sensor networks for the monitoring of cattle]]></article-title>
<source><![CDATA[Sensors]]></source>
<year>2018</year>
<volume>18</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>108</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Barth]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[Nagios: System and network monitoring]]></source>
<year>2008</year>
<publisher-name><![CDATA[No Starch Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brattstrom]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Morreale]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Scalable agentless cloud network monitoring]]></source>
<year>2017</year>
<conf-name><![CDATA[ 2017 IEEE 4th International Conference on Cyber Security and Cloud Computing (CSCloud)]]></conf-name>
<conf-loc> </conf-loc>
<page-range>171-6</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chiandone]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Dalle Feste]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Bosich]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Sulligoi]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<source><![CDATA[Real-time monitoring and control system for trieste university campus electrical distribution grid]]></source>
<year>2019</year>
<conf-name><![CDATA[ 2019 IEEE Milan PowerTech]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1-5</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Franco]]></surname>
<given-names><![CDATA[O. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Castillo]]></surname>
<given-names><![CDATA[L. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Corchado]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Lopez]]></surname>
<given-names><![CDATA[C. A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multiagent system for software monitoring and users' activities in a network equipment]]></article-title>
<source><![CDATA[Scientia et Technica]]></source>
<year>2007</year>
<volume>1</volume>
<numero>34</numero>
<issue>34</issue>
<page-range>387-93</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="">
<source><![CDATA[Free SNMP Walk Tool for Windows and Linux]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Garcia]]></surname>
<given-names><![CDATA[F. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Andrade]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Oliveira]]></surname>
<given-names><![CDATA[C. T.]]></given-names>
</name>
<name>
<surname><![CDATA[de Souza]]></surname>
<given-names><![CDATA[J. N.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Epmost: An energy-efficient passive monitoring system for wireless sensor networks]]></article-title>
<source><![CDATA[Sensors]]></source>
<year>2014</year>
<volume>14</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>1080410828</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Goncalves]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Oliveira]]></surname>
<given-names><![CDATA[J. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Aguiar]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A study of encoding overhead in network management protocols]]></article-title>
<source><![CDATA[International Journal of Network Management]]></source>
<year>2012</year>
<volume>22</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>435450</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hidalgo]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Gamess]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Integrating android devices into network management systems based on snmp]]></article-title>
<source><![CDATA[International Journal of Advanced Computer Science and Applications]]></source>
<year>2014</year>
<volume>5</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>1-8</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hwoij]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Al-kasassbeh]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Al-Fayoumi]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Detecting network anomalies using rule-based machine learning within snmp-mib dataset. arXiv preprint]]></source>
<year>2020</year>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Isaza]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Mejía]]></surname>
<given-names><![CDATA[M. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Castillo]]></surname>
<given-names><![CDATA[L. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Morales]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Duque]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Network management using multi-agents system]]></article-title>
<source><![CDATA[ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal]]></source>
<year>2012</year>
<volume>1</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>49-54</page-range></nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jin]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Tomoishi]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Yamai]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
</person-group>
<source><![CDATA[Anomaly detection by monitoring unintended dns traffic on wireless network]]></source>
<year>2019</year>
<conf-name><![CDATA[ 2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1-6</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kaushik]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Use of open source technologies for enterprise server monitoring using snmp]]></article-title>
<source><![CDATA[International Journal on Computer Science and Engineering]]></source>
<year>2010</year>
<volume>2</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>2246-52</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[La&#353;tovi&#269;ka]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Husák]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Sadlek]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<source><![CDATA[Network monitoring and enumerating vulnerabilities in large heterogeneous networks]]></source>
<year>2020</year>
<conf-name><![CDATA[ NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1-6</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Jiang]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<source><![CDATA[Design and implementation of the campus network monitoring system]]></source>
<year>2014</year>
<conf-name><![CDATA[ 2014 IEEE Workshop on Electronics, Computer and Applications]]></conf-name>
<conf-loc> </conf-loc>
<page-range>117-9</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Madi]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Alkasassbeh]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Collecting mib data from network managed by snmp using multi mobile agents. arXiv preprint]]></source>
<year>2019</year>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Min]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[Distributed network resources monitoring based on multi-agent and matrix grammar.]]></source>
<year>2011</year>
<conf-name><![CDATA[ 2011 Fourth International Symposium on Parallel Architectures, Algorithms and Programming (PAAP)]]></conf-name>
<conf-loc> </conf-loc>
<page-range>136-40</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[R. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Morla]]></surname>
<given-names><![CDATA[R. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Moreira]]></surname>
<given-names><![CDATA[L. P.]]></given-names>
</name>
<name>
<surname><![CDATA[Soares]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A behavioral reflective architecture for managing the integration of personal ubicomp systems: automatic snmp-based discovery and management of behavior context in smart-spaces]]></article-title>
<source><![CDATA[Personal and Ubiquitous Computing]]></source>
<year>2016</year>
<volume>20</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>229-43</page-range></nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moura]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Moreno]]></surname>
<given-names><![CDATA[J. I.]]></given-names>
</name>
<name>
<surname><![CDATA[López-López]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Alvarez-Campana]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Iot platform for energy sustainability in university campuses]]></article-title>
<source><![CDATA[Sensors]]></source>
<year>2021</year>
<volume>21</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>357</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pashamokhtari]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Gharakheili]]></surname>
<given-names><![CDATA[H. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Sivaraman]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
</person-group>
<source><![CDATA[Progressive monitoring of iot networks using sdn and cost-effective traffic signatures]]></source>
<year>2020</year>
<conf-name><![CDATA[ 2020 Workshop on Emerging Technologies for Security in IoT (ETSecIoT)]]></conf-name>
<conf-loc> </conf-loc>
<page-range>1-6</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="">
<collab>Pysnmp 4.4.12</collab>
<source><![CDATA[Pysnmp 4.4.12]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sánchez]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Herrero]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Corchado]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Visualization and clustering for snmp intrusion detection]]></article-title>
<source><![CDATA[Cybernetics and Systems]]></source>
<year>2013</year>
<volume>44</volume>
<numero>6-7</numero>
<issue>6-7</issue>
<page-range>505-32</page-range></nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Stallings]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<source><![CDATA[SNMP, SNMPv2, SNMPv3, and RMON 1 and 2]]></source>
<year>1998</year>
<publisher-name><![CDATA[Addison-Wesley Longman Publishing Co., Inc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Torre]]></surname>
<given-names><![CDATA[G. D. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Yucelen]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Adaptive architectures for resilient control of networked multiagent systems in the presence of misbehaving agents]]></article-title>
<source><![CDATA[International Journal of Control]]></source>
<year>2018</year>
<volume>91</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>495-507</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wan]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Lu]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Fan]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Letaief]]></surname>
<given-names><![CDATA[K. B]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[To smart city: Public safety network design for emergency]]></article-title>
<source><![CDATA[IEEE Access]]></source>
<year>2017</year>
<numero>6</numero>
<issue>6</issue>
<page-range>1451-60</page-range></nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Netflow monitoring and cyberattack detection using deep learning with ceph]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Kristiani]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[You]]></surname>
<given-names><![CDATA[I]]></given-names>
</name>
<name>
<surname><![CDATA[Pau]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<source><![CDATA[IEEE Access]]></source>
<year>2020</year>
<numero>8</numero>
<issue>8</issue>
<page-range>7842-50</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
