Research Article

Learning Based Genetic Algorithm for Task Graph Scheduling

Table 6

Comparison of LAGA with well-known nongenetic algorithms considering the number of processors on FFT benchmarks (completion time/#processor used).

GraphSequential TimeDSCMCPLCLASTLAGA  

FFT 1296 / 1124 / 4148 / 8172 / 8146 / 4124 / 4
128 / 8
FFT 2760 / 1205 / 8205 / 8225 / 8240 / 8190 / 8
240 / 2
FFT 4480 / 1710 / 12710 / 8710 / 8710 / 8185 / 4
185 / 8
160 / 12