ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models.
Yujeong ChoiJiin KimMinsoo RhuPublished in: ISCA (2024)
Keyphrases
- probabilistic model
- management system
- experimental data
- classification models
- neural network model
- stochastic model
- computational model
- formal model
- autoregressive
- analytical model
- statistical model
- prediction model
- linear regression
- conceptual model
- statistical models
- learning models
- model construction
- modeling method
- reference model
- model fitting
- predictive model
- metamodel
- computational models
- mathematical model
- parameter estimation
- learned models
- generic model
- real time
- modeling framework
- hierarchical model
- accurate models
- reactive systems
- agent model
- linear model
- monte carlo simulation
- mathematical models
- process model
- prior knowledge
- recommender systems
- multi agent systems
- similarity measure
- neural network