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Stochasticity plays an essential role in the dynamics of biochemical systems. Stochastic behaviors of bimodality, excitability, and fluctuations are present in biochemical reaction networks at low molecular numbers. These stochastic dynamics can be captured by modeling the system using a forward Kolmogorov equation known in the biochemical literature as the chemical master equation. The chemical master...
The distributed wind power impacts the power system increasingly. Describing the load characteristic considering wind power becomes more important. Based on the proposed quantitative indicators and using the general theory of statistics, this paper analyzes the impact of different operation modes of wind power on the comprehensive load characteristic. The main factors of load characteristic are the...
Horde is a general programming framework for writing parallel applications in clusters. A computing task is modeled as a graph in Horde. Each sub-task maps to one vertex and data channels map to edges in the graph. Programming with Horde is very simple by writing sequential code for vertexes and adding edges to link vertexes. Horde can tolerant transient fault and provide support to write code for...
In this paper we consider a network that is trying to reach consensus over the occurrence of an event while communicating over additive white Gaussian noise (AWGN) channels. We characterize the impact of different link qualities and network connectivity on consensus performance by analyzing both the asymptotic and transient behaviors. More specifically, we derive a tight approximation for the second...
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