A Survey on Agent-based Simulation Using Hardware Accelerators
نویسندگان
چکیده
منابع مشابه
Performance of a Parallel Multi-Agent Simulation using Graphics Hardware
Large-scale Agent-Based Modelling and Simulation (ABMS) is a field of research that is becoming increasingly popular as researchers work to construct simulations at a higher level of complexity and realism than previously done. These systems can not only be difficult and time consuming to implement, but can also be constrained in their scope due to issues arising from a shortage of available pr...
متن کاملBatched matrix computations on hardware accelerators based on GPUs
Scientific applications require solvers that work on many small size problems that are independent from each other. At the same time, the high-end hardware evolves rapidly and becomes ever more throughput-oriented and thus there is an increasing need for an effective approach to develop energy-efficient, high-performance codes for these small matrix problems that we call batched factorizations....
متن کاملAgent-Based Simulation for Counter-IED: A Simulation Science Survey
Western countries face an ongoing threat from Improvised Explosive Devices (IEDs). One aspect of the response to this threat is the use of agent-based simulation to model the human networks which place IEDs. While it may not be possible to model these networks with sufficient fidelity to exactly predict IED placement, there is substantial training value in lower-fidelity simulation models which...
متن کاملFSMD-Based Hardware Accelerators for FPGAs
Current VLSI technology allows the design of sophisticated digital systems with escalated demands in performance and power/energy consumption. The annual increase of chip complexity is 58%, while human designers productivity increase is limited to 21% per annum (ITRS, 2011). The growing technology-productivity gap is probably the most important problem in the industrial development of innovativ...
متن کاملA survey on hardware-aware and heterogeneous computing on multicore processors and accelerators
The paradigm shift towards multicore technologies is offering a great potential of computational power for scientific and industrial applications. It is, however, posing considerable challenges to software development. This problem is impaired by increasing heterogeneity of hardware platforms on both, processor level, and by adding dedicated accelerators. Performance gains for dataand compute-i...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: ACM Computing Surveys
سال: 2019
ISSN: 0360-0300,1557-7341
DOI: 10.1145/3291048