Congestion and Timing Aware Macro Placement Using Machine Learning Predictions from Different Data Sources: Cross-design Model Applicability and the Discerning Ensemble.
Xiang GaoYi-Min JiangLixin ShaoPedja RaspopovicMenno E. VerbeekManish SharmaVineet RashingkarAmit JalotaPublished in: ISPD (2022)
Keyphrases
- machine learning
- experimental data
- mathematical model
- real world
- databases
- high level
- conceptual model
- computer vision
- case study
- metamodel
- traffic congestion
- multiple models
- conceptual framework
- linear regression
- text classification
- text mining
- supervised learning
- data sources
- active learning
- prior knowledge
- objective function
- training data
- similarity measure
- database systems
- decision trees
- learning algorithm