some code modifications using GNN
Budget: ₹1,000 – ₹2,500 INR
1) Extract the information from the scheduling files (The JSON files that the snap generated, and the JSON files that the GA generated). There are two functions that were used before for this purpose. you can refer.
2) AI model: Graph Neural Networks (GNN)
3) Feature and labels extraction: Features need to be selected and extracted from the generated scheduling files ( wcet, msg size, sender, receiver, etc, and also other structural node features like centrality, Pagerank, in/out-degree, etc.) The labels are the values that we want to predict, in this case, the main focus is on the "position" and trying to predict that.
4) Model training and prediction
Let's say you have a dataset of 100 scheduling problems. x1 means from which scheduling problem you want to create an input/output table; y1 means until which scheduling problem you want to create an input/output table, and z1 is the number of scheduling problems between that range.For example create_output(0,20,20) will create tables for the first 20 scheduling problems.
please carefully see attached files
don't bid for no experts
I have a code already and budget is 2000 INR. deadline is 6~8hours.
2) AI model: Graph Neural Networks (GNN)
3) Feature and labels extraction: Features need to be selected and extracted from the generated scheduling files ( wcet, msg size, sender, receiver, etc, and also other structural node features like centrality, Pagerank, in/out-degree, etc.) The labels are the values that we want to predict, in this case, the main focus is on the "position" and trying to predict that.
4) Model training and prediction
Let's say you have a dataset of 100 scheduling problems. x1 means from which scheduling problem you want to create an input/output table; y1 means until which scheduling problem you want to create an input/output table, and z1 is the number of scheduling problems between that range.For example create_output(0,20,20) will create tables for the first 20 scheduling problems.
please carefully see attached files
don't bid for no experts
I have a code already and budget is 2000 INR. deadline is 6~8hours.