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Experimental approaches to manipulate light-matter interaction at nanoscale have quickly advanced in recent years, leading to the demonstration of spaser (surface plasmon amplification by stimulated emission of radiation) in plasmonic nanocavities.Yet, a well-understood semiclassical theory to better understand and quantitatively explain the connotation of spaser system is urgently needed.