A conceptual framework for agent spawning
Multi-agent systems are subject to performance bottlenecks in cases where agents cannot perform tasks by themselves due to agent overload, insufficient resources or network constraints. Solutions to such problems include distributing tasks to other agents or migrating to remote hosts. In this paper,...
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Institute of Electrical and Electronics Engineers Inc.
2023
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| _version_ | 1833413262888140800 |
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| author | Alshaki O.T. Ahmad M.S. |
| author2 | 56568491200 |
| author_facet | 56568491200 Alshaki O.T. Ahmad M.S. |
| author_sort | Alshaki O.T. |
| building | UNITEN Library |
| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Multi-agent systems are subject to performance bottlenecks in cases where agents cannot perform tasks by themselves due to agent overload, insufficient resources or network constraints. Solutions to such problems include distributing tasks to other agents or migrating to remote hosts. In this paper, we propose a conceptual framework for agent spawning, an alternative approach to the problem of local agent overloads. Agent spawning subsumes task transfer and agent mobility. Our paradigm entails that agents may spawn, pass tasks to others, merge or die. Spawning results in better software performance in terms of processing time, enhances efficiency of network utilization and reduce communication and computation loads. © 2014 IEEE. |
| format | Conference Paper |
| id | my.uniten.dspace-21928 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| record_format | dspace |
| spelling | my.uniten.dspace-219282023-05-16T10:46:07Z A conceptual framework for agent spawning Alshaki O.T. Ahmad M.S. 56568491200 56036880900 Multi-agent systems are subject to performance bottlenecks in cases where agents cannot perform tasks by themselves due to agent overload, insufficient resources or network constraints. Solutions to such problems include distributing tasks to other agents or migrating to remote hosts. In this paper, we propose a conceptual framework for agent spawning, an alternative approach to the problem of local agent overloads. Agent spawning subsumes task transfer and agent mobility. Our paradigm entails that agents may spawn, pass tasks to others, merge or die. Spawning results in better software performance in terms of processing time, enhances efficiency of network utilization and reduce communication and computation loads. © 2014 IEEE. Final 2023-05-16T02:46:06Z 2023-05-16T02:46:06Z 2014 Conference Paper 10.1109/ICCST.2014.7045192 2-s2.0-84946686354 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946686354&doi=10.1109%2fICCST.2014.7045192&partnerID=40&md5=64b34fb66143354bd16ec7a84f552e77 https://irepository.uniten.edu.my/handle/123456789/21928 7045192 Institute of Electrical and Electronics Engineers Inc. Scopus |
| spellingShingle | Alshaki O.T. Ahmad M.S. A conceptual framework for agent spawning |
| title | A conceptual framework for agent spawning |
| title_full | A conceptual framework for agent spawning |
| title_fullStr | A conceptual framework for agent spawning |
| title_full_unstemmed | A conceptual framework for agent spawning |
| title_short | A conceptual framework for agent spawning |
| title_sort | conceptual framework for agent spawning |
| url_provider | http://dspace.uniten.edu.my/ |