Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models.
Toufique AhmedSupriyo GhoshChetan BansalThomas ZimmermannXuchao ZhangSaravan RajmohanPublished in: ICSE (2023)
Keyphrases
- knn
- language model
- root cause
- risk management
- language modeling
- probabilistic model
- n gram
- speech recognition
- information retrieval
- document retrieval
- language modelling
- query expansion
- retrieval model
- statistical language models
- test collection
- language models for information retrieval
- collaborative filtering
- ad hoc information retrieval
- context sensitive
- vector space model
- smoothing methods
- pseudo relevance feedback
- translation model
- okapi bm
- language model for information retrieval
- document ranking
- query terms
- document length
- recommender systems
- query specific
- personalized recommendation
- relevance model
- retrieval effectiveness
- co occurrence