LearnedWMP: Workload Memory Prediction Using Distribution of Query Templates.
Shaikh QuaderAndres JaramilloSumona MukhopadhyayGhadeer AbuodaCalisto ZuzarteDavid KalmukMarin LitoiuManos PapagelisPublished in: CoRR (2024)
Keyphrases
- response time
- prediction accuracy
- database
- query processing
- query workloads
- score distributions
- prediction error
- extreme values
- query evaluation
- prediction model
- memory usage
- query execution
- query formulation
- range queries
- vector space
- retrieval systems
- user queries
- relevance feedback
- data distribution
- query expansion
- multi dimensional
- query terms
- maintenance cost
- prediction algorithm
- query difficulty
- query performance prediction
- user defined
- main memory
- data warehouse
- query language
- data model
- image retrieval
- data structure
- database systems
- neural network
- databases