DAG Scheduling with Communication Delays Based on Graph Convolutional Neural Network

Table 4

Scheduling generation time vs. scheduling length.

Model/algorithm	Scheduling generation (s)	Scheduling length (s)	Proportion (%)
HEFT	0.614	2119.050	0.0287
LC	0.592	2192.470	0.0268
CPOP	0.620	2126.570	0.0292
seq2seq	15.419	2256.650	0.683
GAT	19.812	1866.450	1.062
GraphSAGE	20.089	1817.940	1.105
TLGC	20.303	1676.870	1.211