Title :

Adaptive Consumption by Continuous Negotiation

Author(s) :

Beauprez, Ellie [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Systèmes Multi-Agents et Comportements [SMAC]
Caron, Anne-Cecile [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Systèmes Multi-Agents et Comportements [SMAC]
Morge, Maxime [Auteur correspondant]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Systèmes Multi-Agents et Comportements [SMAC]
Routier, Jean-Christophe [Auteur]
Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189 [CRIStAL]
Systèmes Multi-Agents et Comportements [SMAC]

Scientific editor(s) :

Philippe Mathieu
Frank Dignum
Paulo Novais
Fernando De la Prieta

Conference title :

21th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)

Conference organizers(s) :

PAAMS

City :

Guimarães

Country :

Portugal

Start date of the conference :

2023-07-12

Book title :

Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics

Journal title :

Lecture Notes in Computer Science

Publisher :

Springer Nature Switzerland

Publication place :

Cham

Publication date :

2023-07-12

English keyword(s) :

Distributed problem solving
Agent cooperation and negotiation

HAL domain(s) :

Informatique [cs]/Système multi-agents [cs.MA]
Informatique [cs]/Intelligence artificielle [cs.AI]

English abstract : [en]

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 ...
Show more >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.Show less >

Language :

Anglais

Peer reviewed article :

Oui

Audience :

Internationale

Popular science :

Non

Collections :

• Centre de Recherche en Informatique, Signal et Automatique de Lille (CRIStAL) - UMR 9189

Source :

Harvested from HAL