Back to Search
Start Over
Adaptive Consumption by Continuous Negotiation
- Source :
- Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics, 21th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), 21th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), PAAMS, Jul 2023, Guimarães, Portugal. pp.28-39, ⟨10.1007/978-3-031-37616-0_3⟩
- Publication Year :
- 2023
- Publisher :
- HAL CCSD, 2023.
-
Abstract
- International audience; In this paper, we study the problem of allocating concurrent jobs composed of situated tasks, underlying the distributed deployment of the MapReduce design pattern on a cluster. In order to implement our multi-agent strategy which aims at minimising the mean flowtime of jobs, we propose a modular agent architecture that allows the concurrency of negotiation and consumption. Our experiments show that our reallocation strategy, when executed continuously during the consumption process: (1) improves the flowtime; (2) does not penalise the consumption; (3) is robust against execution hazards.
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics, 21th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), 21th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), PAAMS, Jul 2023, Guimarães, Portugal. pp.28-39, ⟨10.1007/978-3-031-37616-0_3⟩
- Accession number :
- edsair.od......4254..4e90c9a0ee2a47062e1d32015bac057a