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Title:

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

Document type:
Konferenzbeitrag
Author(s):
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...     »
Book / Congress title:
Proceedings of the 2023 ACM SIGSIM Conference on Principles of Advanced Discrete Simulation
Publisher:
Association for Computing Machinery
Publisher address:
New York, NY, USA
Year:
2023
Pages:
44–45
Print-ISBN:
9798400700309
Bookseries title:
SIGSIM-PADS '23
Fulltext / DOI:
doi:10.1145/3573900.3593629
WWW:
https://doi.org/10.1145/3573900.3593629
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