Analyzing the Dynamics of Chemical Networking Protocols with a Signal Processing Approach
نویسندگان
چکیده
One important problem in communication protocol engineering is to predict and analyze the dynamic behavior of protocols. Chemical Networking Protocols (CNPs) – a recently proposed design method inspired by chemical reactions – offers the opportunity to transpose the good and well-understood analyzability of chemical reactions to networking protocols. In this paper, we provide a novel method to analyze the dynamics of “chemical protocols”. We suggest to study their average flow properties by exploiting tools from several well-established fields, such as model linearization proposed in Metabolic Control Analysis, a state-space description classically used in control theory, and the system’s characterization in the frequency domain, which is central to signal theory. With our contribution, CNP designers can easily determine the key parameters of their protocols and understand how to calibrate them in order to obtain the desired behavior. We demonstrate the feasibility of our method by applying it to an actual chemical congestion control protocol and highlight formerly unknown protocol features.
منابع مشابه
OF ENGINEERING TELECOMMUNICATIONS ENGINEERING Specialistic Degree A Signal Processing Approach to the Analysis of Chemical Networking Protocols
Chemical Networking Protocols (CNPs) are communication protocols, whose design is based on chemical models: distributed networks of reactions and molecule species. The benefits arise from the dynamics analysis of chemical models and thus from the prediction of CNP behaviors. Chemistry already supplies tools for the analysis of reaction network dynamics: the Chemical Master Equation (CME) and Di...
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