Comparing Power Signatures of HPC Workloads: Machine Learning vs Simulation.
Anish GovindSridutt BhalachandraZhengji ZhaoErmal RrapajBrian AustinHai Ah NamPublished in: SC Workshops (2023)
Keyphrases
- machine learning
- artificial intelligence
- learning algorithm
- decision trees
- database systems
- data sets
- high performance computing
- simulation study
- mathematical model
- machine learning algorithms
- computer vision
- pattern recognition
- database
- inductive learning
- simulation model
- neural network
- power consumption
- text mining
- active learning
- natural language
- data mining
- machine learning methods
- natural language processing
- supervised learning
- machine learning approaches
- access patterns
- simulation environment
- multi agent