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Communication Dans Un Congrès Année : 2023

Adaptive Consumption by Continuous Negotiation

Résumé

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.
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Dates et versions

hal-04163732 , version 1 (17-07-2023)

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Ellie Beauprez, Anne-Cécile Caron, Maxime Morge, Jean-Christophe Routier. Adaptive Consumption by Continuous Negotiation. 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⟩. ⟨hal-04163732⟩
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