DocumentCode
2449032
Title
Performance improvements of real-time crowd simulations
Author
Vigueras, Guillermo ; Orduña, Juan M. ; Lozano, Miguel
Author_Institution
Univ. of Valencia, Valencia, Spain
fYear
2010
fDate
19-23 April 2010
Firstpage
1
Lastpage
4
Abstract
The current challenge for crowd simulations is the design and development of a scalable system that is capable of simulating the individual behavior of millions of complex agents populating large scale virtual worlds with a good frame rate. In order to overcome this challenge, this thesis proposes different improvements for crowd simulations. Concretely, we propose a distributed software architecture that can take advantage of the existing distributed and multi-core architectures. In turn, the use of these distributed architectures requires partitioning strategies and workload balancing techniques for distributed crowd simulations. Also, these architectures allow the use of GPUs not only for rendering images but also for computing purposes. Finally, the design and implementation of distributed visual clients is another research topic that can help to overcome this challenge.
Keywords
behavioural sciences computing; computer graphics; coprocessors; multiprocessing systems; resource allocation; software agents; software architecture; virtual reality; GPU; complex agents; distributed software architecture; distributed visual clients; image rendering; large scale virtual worlds; multicore architectures; partitioning strategies; real time crowd simulations; scalable system; workload balancing techniques; Computational efficiency; Computational modeling; Computer architecture; Delay; Large-scale systems; Multicore processing; Proposals; Rendering (computer graphics); Software architecture; Virtual environment;
fLanguage
English
Publisher
ieee
Conference_Titel
Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW), 2010 IEEE International Symposium on
Conference_Location
Atlanta, GA
Print_ISBN
978-1-4244-6533-0
Type
conf
DOI
10.1109/IPDPSW.2010.5470807
Filename
5470807
Link To Document