PeMMAS: A Tool for Studying the Performance of Multiagent Systems Developed in JADE

PeMMAS: A Tool for Studying the Performance of Multiagent Systems Developed in JADE

This paper describes the performance measurement for multiagent systems (PeMMAS) tool, a system designed to study and measure the performance of any multiagent system (MAS) developed in JADE. The tool itself is another MAS which is deployed and coexists alongside the one being studied. This characte...

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Veröffentlicht in:IEEE transactions on human-machine systems 2014-04, Vol.44 (2), p.180-189
Hauptverfasser: Carrasco, A., Hernandez, Ma Dolores, Del Carmen Romero-Ternero, Ma, Sivianes, Francisco, Oviedo, David, Escudero, Jose Ignacio
Format: Artikel
Sprache:eng
Schlagworte:
Applied sciences
Artificial intelligence
Computer architecture
Computer science
control theory
systems
Computer systems and distributed systems. User interface
Computer systems performance. Reliability
Containers
Distributed artificial intelligence
Exact sciences and technology
Flight time
Human
Java
Messages
Multi-agent systems
Multiagent systems
multiagent systems (MAS)
Performance measurement
performance systems
Random access memory
Software
telecontrol
Time measurement
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Zusammenfassung:This paper describes the performance measurement for multiagent systems (PeMMAS) tool, a system designed to study and measure the performance of any multiagent system (MAS) developed in JADE. The tool itself is another MAS which is deployed and coexists alongside the one being studied. This characteristic allows us to adapt PeMMAS to any scenario in which MAS deployment in JADE is used. PeMMAS extracts information from the target MAS regarding the use of system resources, the flight time for comprehensive messages according to agent type, as well as the processing time for actions. After processing this information, PeMMAS sends a report to the final user for subsequent analysis.
ISSN:2168-2291
2168-2305
DOI:10.1109/THMS.2014.2302993