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Titel:

Towards a Performance-Aware Partitioning Algorithm for Cloud-Based Microscopic Vehicle Traffic Simulations

Dokumenttyp:
Konferenzbeitrag
Autor(en):
Siguenza-Torres, Anibal; Cai, Wentong; Knoll, Alois
Abstract:
Distributed computing is one of the ways to scale up agent-based microscopic vehicle traffic simulations. A key factor for performance is the partitioning of the road network providing computation load balancing and minimizing communication cost. Many approaches use the number of agents as proxy to estimate the computational and communication costs, assuming a direct relation. However this assumption does not hold in a heterogeneous computing environment, e.g. on the cloud. This work discusses a...     »
Kongress- / Buchtitel:
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation
Verlag / Institution:
Association for Computing Machinery
Verlagsort:
New York, NY, USA
Jahr:
2023
Seiten:
44–45
Print-ISBN:
9798400700309
Serientitel:
SIGSIM-PADS '23
Volltext / DOI:
doi:10.1145/3573900.3593629
WWW:
https://doi.org/10.1145/3573900.3593629
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