FARM: Architecture for Distributed Agent-Based Social Simulations

Autor:	Alexey Tregubov, Jim Blythe
Rok vydání:	2019
Předmět:	Shared environment Computer science Computation Distributed computing Overhead (computing) Architecture
Zdroj:	Massively Multi-Agent Systems II ISBN: 9783030209360 MMAS
DOI:	10.1007/978-3-030-20937-7_7
Popis:	In many domains, high-resolution agent-based simulations require experiments with a large number (tens or hundreds of millions) of computationally complex agents. Such large-scale experiments are usually run for efficiency on high-performance computers or clusters, and therefore agent-based simulation frameworks must support parallel distributed computations. The development of experiments with a large number of interconnected agents and a shared environment running in parallel on multiple compute nodes is especially challenging because it introduces the overhead of cross-process communications.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::2c5752a6f610bb3f4e5cd4303fb4f937 https://doi.org/10.1007/978-3-030-20937-7_7 Zobrazit plný text záznamu