Autoscalabile ditributed anti-spam SMTP system based on kubernetes
Due to the increasing amount of spam email traffic, email users are in increasing danger, while email server resources are becoming overloaded. Therefore, it is necessary to protect email users, but also to prevent SMTP system overload during spam attacks. The aim of this paper is to design and impl...
Gespeichert in:
Veröffentlicht in: | Facta universitatis. Series Electronics and energetics 2021, Vol.34 (4), p.525-546 |
---|---|
Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 546 |
---|---|
container_issue | 4 |
container_start_page | 525 |
container_title | Facta universitatis. Series Electronics and energetics |
container_volume | 34 |
creator | Gavrilovic, Nadja Ciric, Vladimir |
description | Due to the increasing amount of spam email traffic, email users are in
increasing danger, while email server resources are becoming overloaded.
Therefore, it is necessary to protect email users, but also to prevent SMTP
system overload during spam attacks. The aim of this paper is to design and
implement an autoscalable distributed anti-spam SMTP system based on a Proof
of work concept. The proposed solution extends SMTP protocol in order to
enable the evaluation of the client?s credibility using the Proof of work
algorithm. In order to prevent resource overload during spam attacks, the
anti-spam SMTP system is implemented in a distributed environment, as a
group of multiple anti-spam SMTP server instances. Kubernetes architecture
is used for system distribution, configured with the possibility of
autoscaling the number of antispam SMTP server instances depending on the
system load. The implemented system is evaluated during a distributed spam
attempt, simulated by a custom-made traffic generator tool. Various
performance tests are given: (1) The proposed system?s impact on client?s
behaviour and the overall amount of spam messages, (2) The performance of
the undistributed anti-spam SMTP server during spam attack, in terms of
resource load analysis (3) Autoscaling demonstration and evaluation of
proposed distributed system?s performance during a spam attack. It is shown
that the proposed solution has the possibility of reducing the amount of
spam traffic, while processing tens of thousands of simultaneous SMTP client
requests in a distributed environment. |
doi_str_mv | 10.2298/FUEE2104525G |
format | Article |
fullrecord | <record><control><sourceid>crossref</sourceid><recordid>TN_cdi_crossref_primary_10_2298_FUEE2104525G</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>10_2298_FUEE2104525G</sourcerecordid><originalsourceid>FETCH-LOGICAL-c75g-8a1aeac0d2fdc89b2bc271eb840bb6b2b7b844f0c9c502278a3c7a266430ad463</originalsourceid><addsrcrecordid>eNpNkM9KxDAYxIMoWNa9-QB9AKvJl6RpjuvS3RVWFKzn8iVNpdo_S5Ie9u2t6MG5zAwDc_gRcsvoPYAuHnbvZQmMCglyf0ESAKYyqbW6JAnlkmc8V_SarEP4pIuE5hx0Qh43c5yCxR5N17u06aLvzBxdk-IYuyyccEjfnqvXNJxDdENqMCzbNKZfs3F-dNGFG3LVYh_c-s9XpNqV1faQHV_2T9vNMbNKfmQFMnRoaQNtYwttwFhQzJlCUGPypaolipZabSUFUAVyqxDyXHCKjcj5itz93lo_heBdW598N6A_14zWPwTq_wT4N3Q5Tn0</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Autoscalabile ditributed anti-spam SMTP system based on kubernetes</title><source>DOAJ Directory of Open Access Journals</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Gavrilovic, Nadja ; Ciric, Vladimir</creator><creatorcontrib>Gavrilovic, Nadja ; Ciric, Vladimir</creatorcontrib><description>Due to the increasing amount of spam email traffic, email users are in
increasing danger, while email server resources are becoming overloaded.
Therefore, it is necessary to protect email users, but also to prevent SMTP
system overload during spam attacks. The aim of this paper is to design and
implement an autoscalable distributed anti-spam SMTP system based on a Proof
of work concept. The proposed solution extends SMTP protocol in order to
enable the evaluation of the client?s credibility using the Proof of work
algorithm. In order to prevent resource overload during spam attacks, the
anti-spam SMTP system is implemented in a distributed environment, as a
group of multiple anti-spam SMTP server instances. Kubernetes architecture
is used for system distribution, configured with the possibility of
autoscaling the number of antispam SMTP server instances depending on the
system load. The implemented system is evaluated during a distributed spam
attempt, simulated by a custom-made traffic generator tool. Various
performance tests are given: (1) The proposed system?s impact on client?s
behaviour and the overall amount of spam messages, (2) The performance of
the undistributed anti-spam SMTP server during spam attack, in terms of
resource load analysis (3) Autoscaling demonstration and evaluation of
proposed distributed system?s performance during a spam attack. It is shown
that the proposed solution has the possibility of reducing the amount of
spam traffic, while processing tens of thousands of simultaneous SMTP client
requests in a distributed environment.</description><identifier>ISSN: 0353-3670</identifier><identifier>EISSN: 2217-5997</identifier><identifier>DOI: 10.2298/FUEE2104525G</identifier><language>eng</language><ispartof>Facta universitatis. Series Electronics and energetics, 2021, Vol.34 (4), p.525-546</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,4010,27900,27901,27902</link.rule.ids></links><search><creatorcontrib>Gavrilovic, Nadja</creatorcontrib><creatorcontrib>Ciric, Vladimir</creatorcontrib><title>Autoscalabile ditributed anti-spam SMTP system based on kubernetes</title><title>Facta universitatis. Series Electronics and energetics</title><description>Due to the increasing amount of spam email traffic, email users are in
increasing danger, while email server resources are becoming overloaded.
Therefore, it is necessary to protect email users, but also to prevent SMTP
system overload during spam attacks. The aim of this paper is to design and
implement an autoscalable distributed anti-spam SMTP system based on a Proof
of work concept. The proposed solution extends SMTP protocol in order to
enable the evaluation of the client?s credibility using the Proof of work
algorithm. In order to prevent resource overload during spam attacks, the
anti-spam SMTP system is implemented in a distributed environment, as a
group of multiple anti-spam SMTP server instances. Kubernetes architecture
is used for system distribution, configured with the possibility of
autoscaling the number of antispam SMTP server instances depending on the
system load. The implemented system is evaluated during a distributed spam
attempt, simulated by a custom-made traffic generator tool. Various
performance tests are given: (1) The proposed system?s impact on client?s
behaviour and the overall amount of spam messages, (2) The performance of
the undistributed anti-spam SMTP server during spam attack, in terms of
resource load analysis (3) Autoscaling demonstration and evaluation of
proposed distributed system?s performance during a spam attack. It is shown
that the proposed solution has the possibility of reducing the amount of
spam traffic, while processing tens of thousands of simultaneous SMTP client
requests in a distributed environment.</description><issn>0353-3670</issn><issn>2217-5997</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNpNkM9KxDAYxIMoWNa9-QB9AKvJl6RpjuvS3RVWFKzn8iVNpdo_S5Ie9u2t6MG5zAwDc_gRcsvoPYAuHnbvZQmMCglyf0ESAKYyqbW6JAnlkmc8V_SarEP4pIuE5hx0Qh43c5yCxR5N17u06aLvzBxdk-IYuyyccEjfnqvXNJxDdENqMCzbNKZfs3F-dNGFG3LVYh_c-s9XpNqV1faQHV_2T9vNMbNKfmQFMnRoaQNtYwttwFhQzJlCUGPypaolipZabSUFUAVyqxDyXHCKjcj5itz93lo_heBdW598N6A_14zWPwTq_wT4N3Q5Tn0</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Gavrilovic, Nadja</creator><creator>Ciric, Vladimir</creator><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>2021</creationdate><title>Autoscalabile ditributed anti-spam SMTP system based on kubernetes</title><author>Gavrilovic, Nadja ; Ciric, Vladimir</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c75g-8a1aeac0d2fdc89b2bc271eb840bb6b2b7b844f0c9c502278a3c7a266430ad463</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gavrilovic, Nadja</creatorcontrib><creatorcontrib>Ciric, Vladimir</creatorcontrib><collection>CrossRef</collection><jtitle>Facta universitatis. Series Electronics and energetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gavrilovic, Nadja</au><au>Ciric, Vladimir</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Autoscalabile ditributed anti-spam SMTP system based on kubernetes</atitle><jtitle>Facta universitatis. Series Electronics and energetics</jtitle><date>2021</date><risdate>2021</risdate><volume>34</volume><issue>4</issue><spage>525</spage><epage>546</epage><pages>525-546</pages><issn>0353-3670</issn><eissn>2217-5997</eissn><abstract>Due to the increasing amount of spam email traffic, email users are in
increasing danger, while email server resources are becoming overloaded.
Therefore, it is necessary to protect email users, but also to prevent SMTP
system overload during spam attacks. The aim of this paper is to design and
implement an autoscalable distributed anti-spam SMTP system based on a Proof
of work concept. The proposed solution extends SMTP protocol in order to
enable the evaluation of the client?s credibility using the Proof of work
algorithm. In order to prevent resource overload during spam attacks, the
anti-spam SMTP system is implemented in a distributed environment, as a
group of multiple anti-spam SMTP server instances. Kubernetes architecture
is used for system distribution, configured with the possibility of
autoscaling the number of antispam SMTP server instances depending on the
system load. The implemented system is evaluated during a distributed spam
attempt, simulated by a custom-made traffic generator tool. Various
performance tests are given: (1) The proposed system?s impact on client?s
behaviour and the overall amount of spam messages, (2) The performance of
the undistributed anti-spam SMTP server during spam attack, in terms of
resource load analysis (3) Autoscaling demonstration and evaluation of
proposed distributed system?s performance during a spam attack. It is shown
that the proposed solution has the possibility of reducing the amount of
spam traffic, while processing tens of thousands of simultaneous SMTP client
requests in a distributed environment.</abstract><doi>10.2298/FUEE2104525G</doi><tpages>22</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0353-3670 |
ispartof | Facta universitatis. Series Electronics and energetics, 2021, Vol.34 (4), p.525-546 |
issn | 0353-3670 2217-5997 |
language | eng |
recordid | cdi_crossref_primary_10_2298_FUEE2104525G |
source | DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals |
title | Autoscalabile ditributed anti-spam SMTP system based on kubernetes |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-04T22%3A05%3A32IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Autoscalabile%20ditributed%20anti-spam%20SMTP%20system%20based%20on%20kubernetes&rft.jtitle=Facta%20universitatis.%20Series%20Electronics%20and%20energetics&rft.au=Gavrilovic,%20Nadja&rft.date=2021&rft.volume=34&rft.issue=4&rft.spage=525&rft.epage=546&rft.pages=525-546&rft.issn=0353-3670&rft.eissn=2217-5997&rft_id=info:doi/10.2298/FUEE2104525G&rft_dat=%3Ccrossref%3E10_2298_FUEE2104525G%3C/crossref%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |