A survey on agent-based simulation using hardware accelerators

J Xiao, P Andelfinger, D Eckhoff, W Cai… - ACM Computing Surveys …, 2019 - dl.acm.org
Due to decelerating gains in single-core CPU performance, computationally expensive
simulations are increasingly executed on highly parallel hardware platforms. Agent-based …

City-scale assessment of stationary energy storage supporting end-station fast charging for different bus-fleet electrification levels

F Trocker, O Teichert, M Gallet, A Ongel… - Journal of Energy …, 2020 - Elsevier
Fast-charging electric buses at bus end-stations can lead to high peak-demand charges for
bus operators. A promising method to reduce these peak-demand charges is combining the …

Developing a large-scale microscopic model of electric public bus operation and charging

M Gallet, T Massier, D Zehe - 2019 IEEE Vehicle Power and …, 2019 - ieeexplore.ieee.org
The pace of electric bus deployment is increasing rapidly worldwide. Transportation
agencies and bus operators are faced with the challenges of re-evaluating the dimensioning …

Load-aware dynamic time synchronization in parallel discrete event simulation

A Eker, Y Arafa, AHA Badawy, N Santhi… - Proceedings of the …, 2021 - dl.acm.org
Traditional Parallel Discrete Event Simulation (PDES) systems employ a monolithic
approach for choosing their thread synchronization protocol. They either implement a Time …

Causality and consistency of state update schemes in synchronous agent-based simulations

WJ Tan, P Andelfinger, D Eckhoff, W Cai… - Proceedings of the 2021 …, 2021 - dl.acm.org
In an agent-based simulation (ABS), a state update scheme carries out the transitions of
agents from one state to the next. To produce correct simulation results, the update scheme …

Fidelity and performance of state fast-forwarding in microscopic traffic simulations

P Andelfinger, Y Xu, D Eckhoff, W Cai… - ACM Transactions on …, 2020 - dl.acm.org
Common car-following models for microscopic traffic simulation assume a time
advancement using fixed-sized time steps. However, a purely time-driven execution is …

A Framework to Generate High-Performance Time-stepped Agent-based Simulations on Heterogeneous Hardware

J Xiao - 2022 - mediatum.ub.tum.de
Agent-Based Simulation has shown ability. However, ABS suffers from long execution times.
Using heterogeneous hardware is a solution. However, significant effort is required to …

Fast-Forwarding of Vehicle Clusters in Microscopic Traffic Simulations

P Andelfinger, D Eckhoff, W Cai, A Knoll - Proceedings of the 2020 ACM …, 2020 - dl.acm.org
State fast-forwarding has been proposed as a method to reduce the computational cost of
microscopic traffic simulations while retaining per-vehicle trajectories. However, since fast …

High-Performance Parallel Discrete Event Simulation on Knights Landing Processors

A Eker - 2020 - search.proquest.com
In this dissertation, we investigate the performance of Parallel Discrete Event Simulation
(PDES) systems on Intel Knights Landing (KNL) processors and their clusters. The …

City-scale, Agent-based Modelling and Analysis of an Electric Public Bus Transport System

A Gouiaa - 2018 - mediatum.ub.tum.de
In a context of global efforts to reduce dependence on fossil fuels, battery electric buses for
public transport are a promising solution to decrease cities carbon footprint. Supported by …