Scalability Analysis of Heterogeneous Computing Based on Computation Task and Architecture to Match
Tan Yi-ming · Dianzi xuebao · 2010
Scalability is a key factor of weighing up high performance parallel system.However,conventional scalabilities research is mainly focused on homogeneous high performance parallel system,heterogeneous parallel is relatively small.The paper which based on heterogeneous parallel system,is sorted computing task to single task model,meta task pool model and fork-join task queue model,and given their definition,their scalability condition on advancing heterogeneous matching matrix.Finally,sample analysis have verified the analytical results and confirmed that the proposed scalability works well in high performance heterogeneous parallel system.