分散保守分布式仿真中动态负载平衡的同步

Quentin Bragard, Anthony Ventresque, L. Murphy
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引用次数: 4

摘要

同步机制在分布式仿真中是必不可少的。有些系统依赖中央单元来控制仿真,但中央单元是已知的瓶颈。如果我们想避免使用中央单元来优化模拟速度,我们就失去了在全球范围内对模拟进行操作的能力。能够对整个模拟进行操作是一个重要的特性,它允许动态负载平衡分布式模拟。虽然存在一些局部分区算法,但它们缺乏全局视图,降低了它们的效率。运行没有中心单元的全局分区算法需要在同一步骤同步所有逻辑进程(lp)。第一种算法需要了解网络的一些拓扑性质,而第二种算法则没有任何要求。详细介绍了这些算法,并对它们进行了比较。一项评估显示了在分布式仿真中使用全局动态负载平衡的好处。
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Synchronisation for dynamic load balancing of decentralised conservative distributed simulation
Synchronisation mechanisms are essential in distributed simulation. Some systems rely on central units to control the simulation but central units are known to be bottlenecks. If we want to avoid using a central unit to optimise the simulation speed, we lose the capacity to act on the simulation at a global scale. Being able to act on the entire simulation is an important feature which allows to dynamically load-balance a distributed simulation. While some local partitioning algorithms exist, their lack of global view reduces their efficiency. Running a global partitioning algorithm without central unit requires a synchronisation of all logical processes (LPs) at the same step. The first algorithm requires the knowledge of some topological properties of the network while the second algorithm works without any requirement. The algorithms are detailed and compared against each other. An evaluation shows the benefits of using a global dynamic load-balancing for distributed simulations.
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