Demonstrating λ-Tune: Exploiting Large Language Models for Workload-Adaptive Database System Tuning.
Victor GiannakourisImmanuel TrummerPublished in: SIGMOD Conference Companion (2024)
Keyphrases
- language model
- database systems
- language modeling
- n gram
- document retrieval
- probabilistic model
- database workloads
- information retrieval
- language modelling
- retrieval model
- statistical language models
- test collection
- speech recognition
- language models for information retrieval
- document ranking
- query expansion
- index selection
- data model
- smoothing methods
- language model for information retrieval
- physical design
- vector space model
- context sensitive
- passage retrieval
- query terms
- translation model
- relevance model
- query specific
- machine translation
- web documents
- ad hoc information retrieval
- text classification
- co occurrence