Abstract: By analyzing the message-passing communication process on MPSoC,efficient ways to enhance communication performance are concluded,which are reducing one-to-many message sending latency and improving efficiency of concurrently receiving multiple messages.A broadcast optimization strategy based on the hardware Abstraction level to cut down the cost of data copy is proposed,which decreases one-to-many message sending latency efficiently.Fully taking into consideration reducing interaction times and improving the efficiency of long message communication when dealing with the bottleneck of concurrently receiving multiple messages,a novel network interface(NI) receiving strategy that combines a lookup table(LUT) mechanism and DMA mode is presented.Experimental results show that both broadcast optimization strategy and NI receiving strategy can achieve better performance.In a 64×64 matrix multiplication,the overall performance is increased approximately by 50%.