ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models.
Yujeong ChoiJiin KimMinsoo RhuPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- mathematical model
- formal model
- computational models
- management system
- statistical model
- monte carlo simulation
- generic model
- computational model
- experimental data
- random fields
- high level
- prediction model
- linear models
- model construction
- analytical model
- metamodel
- reference model
- multiple models
- domain models
- parameter estimation
- similarity measure
- object model
- mathematical models
- learning models
- autoregressive
- classification models
- model fitting
- bayesian framework
- predictive model
- statistical models
- expectation maximization
- prior knowledge