STRADS: a distributed framework for scheduled model parallel machine learning.
Jin Kyu KimQirong HoSeunghak LeeXun ZhengWei DaiGarth A. GibsonEric P. XingPublished in: EuroSys (2016)
Keyphrases
- machine learning
- probabilistic model
- computational model
- formal model
- theoretical framework
- bayesian framework
- mathematical model
- statistical model
- unified model
- mathematical framework
- prior knowledge
- data mining
- objective function
- main contribution
- lightweight
- conceptual model
- theoretical foundation
- conceptual framework
- decision model
- social networks
- management system
- scheduling problem
- learning algorithm
- context dependent
- probability distribution