Simulation and Parameters Sample Clauses

Simulation and Parameters. ‌ This section specifies the default parameters used for all experiements in the remainder of this thesis, unless otherwise stated for a particular experiment. In undertaking sim- ulations themselves, each simulation consists of 100 simulated agents that collectively receive a mean of 10 tasks at each time step, where the actual number arriving at each point is dictated by a Poisson distribution. Tasks are initially allocated to agents accord- ing to a linear distribution, and all agents execute tasks at the same rate. Each agent offers two service instances. The initial parameters for each simulation are summarised in Table 4.1. Using the description of all key elements above, we implemented a simulator for this agent based system, to perform various experiments. The simulator was developed using the Java language and libraries, and some additional libraries were used, including the Java Universal Network/Graph (JUNG) Framework1 to implement connections between agents and for various graph based algorithms, the Colt library2 to generate random numbers for Poisson and Normal distributions, and JUnit3 for testing. Each experiment was performed on a machine containing 8GB of RAM, and a CPU running at 1.9GHz.
Sample 1
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