Alternatives and similar repositories for LLM-R2

Users that are interested in LLM-R2 are comparing it to the libraries listed below

• XuanheZhou / LearnedRewrite
  An online logical query rewrite demo (schema+sql only)!
  ☆38Updated last year
• weAIDB / awsome-data-llm
  ☆163Updated 2 weeks ago
• SolidLao / GPTuner
  GPTuner is a manual-reading database tuning system leveraging domain knowlege automatically and extensively to enhance knob tuning proces…
  ☆89Updated 2 weeks ago
• IntelLabs / Auto-Steer
  Auto-Steer
  ☆47Updated 5 months ago
• Blondig / Lero-on-PostgreSQL
  ☆29Updated last year
• wuziniu / FactorJoin
  A new cardinality estimation scheme for join query estimation
  ☆37Updated 5 months ago
• itrummer / dbbert
  DB-BERT tunes database systems for optimal performance, using tuning hints mined from text.
  ☆59Updated last year
• AlibabaIncubator / Lero-on-PostgreSQL
  ☆31Updated 2 years ago
• alibaba / pilotscope
  PilotScope is a middleware to bridge the gaps of deploying AI4DB (Artificial Intelligence for Databases) algorithms into actual database …
  ☆160Updated 7 months ago
• jt-zhang / CardinalityEstimationTestbed
  CardinalityEstimationTestbed
  ☆44Updated 8 months ago
• Wind-Gone / awesome-ai4db-paper
  Paper related to AI4DB techniques
  ☆69Updated last week
• tiannuo-yang / VDTuner
  [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)
  ☆27Updated last year
• Nathaniel-Han / End-to-End-CardEst-Benchmark
  A new CardEst Benchmark to Bridge AI and DBMS
  ☆122Updated 2 years ago
• zhaoyue-ntu / QueryFormer
  ☆50Updated last year
• hjhhsy120 / DBPA
  A Benchmark for Transactional Database Performance Anomalies
  ☆9Updated last year
• learnedsystems / CEB
  Cardinality Estimation Benchmark
  ☆78Updated last year
• uw-mad-dash / llamatune
  Supplementary Material for "LlamaTune: Sample-Efficient DBMS Configuration Tuning"
  ☆34Updated 2 years ago
• TsinghuaDatabaseGroup / AI4DBCode
  Codes for building an AI-native database
  ☆73Updated 9 months ago
• db-tu-dresden / FASTgres-PVLDBv16
  ☆13Updated last year
• SJTU-IPADS / SQLSolver
  An automated prover that verifies the equivalence of SQL queries
  ☆39Updated 9 months ago
• learnedsystems / BaoForPostgreSQL
  A prototype implementation of Bao for PostgreSQL
  ☆197Updated 8 months ago
• TianyiChen0316 / LOGER
  ☆21Updated 2 years ago
• edualc / lqo_ml_perspective
  This repository includes the code base used in the paper "Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Pers…
  ☆14Updated last year
• andreaskipf / learnedcardinalities
  Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)
  ☆121Updated 6 years ago
• Eilowangfang / LPCE
  This is for SIGMOD submission "Learning-based Progressive Cardinality Estimation for End-to-end Query Execution"
  ☆18Updated 2 years ago
• guestrin-lab / ACORN
  state-of-the-art search over vector embeddings and structured data (SIGMOD '24)
  ☆78Updated 2 months ago
• mitdbg / palimpzest
  A System for (Optimized) Semantic Computation
  ☆108Updated 2 weeks ago
• StCarmen / PRICE
  A Pretrained Model for Cross-Database Cardinality Estimation
  ☆20Updated 2 weeks ago
• sfu-db / AreCELearnedYet
  ☆70Updated 2 years ago
• yxfish13 / HyperQO
  ☆13Updated 2 years ago