Performance models preventing multi-agent systems from overloading computational resources

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00225443" target="_blank" >RIV/68407700:21230/14:00225443 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/68407700:21730/14:00225443

Výsledek na webu

<a href="http://www.sciencepublishinggroup.com/journal/paperinfo.aspx?journalid=134&doi=10.11648/j.acis.20140206.12" target="_blank" >http://www.sciencepublishinggroup.com/journal/paperinfo.aspx?journalid=134&doi=10.11648/j.acis.20140206.12</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.11648/j.acis.20140206.12" target="_blank" >10.11648/j.acis.20140206.12</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Performance models preventing multi-agent systems from overloading computational resources

Popis výsledku v původním jazyce

Multi-Agent Systems (MASs) suffer from low immunity against burst of arrival requests which can result in a permanent outage of such systems. This factor limits the suitability of MASs for control of real-world manufacturing systems with strict requirements on performance and reliability. This manuscript explains the origins of the performance degradation of MASs based on Contract-Net Protocol and proposes a method that protects the systems against the destructive effect of temporal overloads. The proposed method continuously observes the communication among agents and analyses it in order to identify possible saturation of a system resource. If triggering a new action saturates a system resource, the carrying out of the action will be postponed. The impacts of the method are demonstrated on a test-bed consisted of six mini-computers Raspberry Pi. It shows that the proposed method avoids overloading of the system and thus guarantees a specific system throughput effectively and efficien

Název v anglickém jazyce

Performance models preventing multi-agent systems from overloading computational resources

Popis výsledku anglicky

Multi-Agent Systems (MASs) suffer from low immunity against burst of arrival requests which can result in a permanent outage of such systems. This factor limits the suitability of MASs for control of real-world manufacturing systems with strict requirements on performance and reliability. This manuscript explains the origins of the performance degradation of MASs based on Contract-Net Protocol and proposes a method that protects the systems against the destructive effect of temporal overloads. The proposed method continuously observes the communication among agents and analyses it in order to identify possible saturation of a system resource. If triggering a new action saturates a system resource, the carrying out of the action will be postponed. The impacts of the method are demonstrated on a test-bed consisted of six mini-computers Raspberry Pi. It shows that the proposed method avoids overloading of the system and thus guarantees a specific system throughput effectively and efficien

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

JD - Využití počítačů, robotika a její aplikace

OECD FORD obor

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Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2014

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Automation, Control and Intelligent Systems

ISSN

2328-5583

e-ISSN

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Svazek periodika

2

Číslo periodika v rámci svazku

6

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

7

Strana od-do

96-102

Kód UT WoS článku

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EID výsledku v databázi Scopus

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