Alternatives and similar repositories for smartix-rl

Users that are interested in smartix-rl are comparing it to the libraries listed below

• shankur / autoindex
  Code used for the Arvix report: The Case for Automatic Database Administration using Deep Reinforcement Learning
  ☆24Updated 5 years ago
• rmitbggroup / IndexAdvisor
  ☆26Updated 4 years ago
• hyrise / rl_index_selection
  Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)
  ☆38Updated 2 months ago
• XuanheZhou / AutoIndex
  ☆22Updated 2 years ago
• JC-Shi / Learned-Index-Benefits
  ☆20Updated 3 years ago
• malingaperera / DBABandits
  We propose a self-driving approach to online index selection that eschews the DBA and query optimiser, and instead learns the benefits of…
  ☆13Updated 2 years ago
• malingaperera / HMAB
  HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning
  ☆15Updated 3 years ago
• TsinghuaDatabaseGroup / AI4DBCode
  Codes for building an AI-native database
  ☆75Updated last year
• hyrise / index_selection_evaluation
  Platform to evaluate index selection algorithms
  ☆89Updated last year
• duoyw / Eraser
  Code on paper: Eraser: Eliminating Performance Regression on Learned Query Optimizer
  ☆12Updated last year
• zhaoyue-ntu / QueryFormer
  ☆56Updated last year
• Nathaniel-Han / End-to-End-CardEst-Benchmark
  A new CardEst Benchmark to Bridge AI and DBMS
  ☆130Updated 2 years ago
• danolivo / jo-bench
  Join Order Benchmark (implicit fork of https://github.com/gregrahn/join-order-benchmark)
  ☆20Updated 8 months ago
• wuziniu / unified_model
  A Unified Transferable Model for ML-Enhanced DBMS
  ☆14Updated 3 years ago
• pfl-cs / ALECE
  An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads
  ☆28Updated 11 months ago
• AlibabaIncubator / Lero-on-PostgreSQL
  ☆34Updated 3 years ago
• postechdblab / learned-cardinality-estimation
  ☆20Updated 3 years ago
• yxfish13 / HyperQO
  ☆14Updated 3 years ago
• XuanheZhou / workload-performance
  ☆13Updated 3 years ago
• TianyiChen0316 / LOGER
  ☆24Updated 2 years ago
• DataManagementLab / zero-shot-cost-estimation
  Implementation of our VLDB'22 paper "Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction"
  ☆51Updated 2 years ago
• liang-zibo / DACE
  ☆14Updated last year
• greatji / Learning-based-cost-estimator
  ☆61Updated 4 years ago
• Blondig / Lero-on-PostgreSQL
  ☆30Updated 2 years ago
• DataManagementLab / lcm-eval
  This is the source code of the SIGMOD paper: "How Good are Learned Cost Models, Really? Insights From Query Optimization Tasks"
  ☆22Updated last week
• learnedsystems / CEB
  Cardinality Estimation Benchmark
  ☆83Updated 2 years ago
• andreaskipf / learnedcardinalities
  Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)
  ☆124Updated 6 years ago
• shoupzwu / UAE
  A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation
  ☆29Updated 3 years ago
• sfu-db / AreCELearnedYet
  ☆71Updated 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…
  ☆18Updated last year