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GTC ON-DEMAND

Performance Optimization
Presentation
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Large-Scale Road Network Simulations for Smart Cities
Abstract:
Discover techniques and algorithms to enable better-than-real-time transport network micro-simulations at city-scale and beyond. We'll discuss simulations of transport networks, which are a vital tool for planning and managing transport networks and smart cities around the globe. We will provide insight into novel algorithms and techniques that enable high-performance city-scale simulations of individual vehicles using GPU-Accelerated agent-based modeling. We'll also share results showing performance improvements of over 66X for simulations containing more than 500,000 individual vehicles when compared with a highly optimized commercial multi-core CPU-based microscopic simulator.
 
Topics:
Performance Optimization, Autonomous Vehicles
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9387
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