As the complexity and real-time requirement of applications become increasingly demanding, SIMD-vector processors with vector process element are widely used in various domains. The status of the programs running on processors is usually managed by compiler stack. The existing continuous compiler stack technique is not suitable for SIMD-vector processors. We propose a high efficient distributed stack for SIMD architecture called HEDSSA, which is more suitable for SIMD-vector architecture. Experimental results show that the HEDSSA can achieve higher performance in accessing data, calling functions, handling interrupt and dynamically allocating data.