Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning.
Pengfei ZhengRui PanTarannum KhanShivaram VenkataramanAditya AkellaPublished in: NSDI (2023)
Keyphrases
- dynamic adaptation
- machine learning
- scheduling problem
- clustering algorithm
- computer science
- data mining
- neural network
- np hard
- dynamic programming
- artificial neural networks
- support vector machine
- information extraction
- natural language processing
- text mining
- text classification
- knowledge acquisition
- hierarchical clustering
- resource constraints