Pinned Repositories
2018-DQN-indexer
Code used for the Arvix report: The Case for Automatic Database Administration using Deep Reinforcement Learning
AIDB
ai4db and db4ai work
apue.3e
Advanced Programming in the UNIX® Environment, Third Edition
autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
awesome-fm4co
Recent research papers about Foundation Models for Combinatorial Optimization
BALANCE
BaoForPostgreSQL
A prototype implementation of Bao for PostgreSQL
bestconf
A tool automatically improving the performance of large-scale systems by finding better configuration settings
bgnn
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
earthwuyang's Repositories
earthwuyang/bpf-perf-tools-book
Official repository for the BPF Performance Tools book
earthwuyang/clifs
Contrastive Language-Image Forensic Search allows free text searching through videos using OpenAI's machine learning model CLIP
earthwuyang/DBABandits
We propose a self-driving approach to online index selection that eschews the DBA and query optimiser, and instead learns the benefits of viable structures through strategic exploration and direct performance observation.
earthwuyang/DBAugur
The source codes for ICDE 2023
earthwuyang/dbbert
DB-BERT is a database tuning tools that exploits natural language text as additional input. It extracts recommendations for database parameter settings from tuning-related text via natural language analysis. It optimizes parameter settings for a given workload and performance metric using reinforcement learning.
earthwuyang/deepdb-public
Implementation of DeepDB: Learn from Data, not from Queries!
earthwuyang/DRL-and-graph-neural-network-for-routing-problems
This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'
earthwuyang/Dumpy
Dumpy: A Compact and Adaptive Index for Large Data Series Collections (SIGMOD'23)
earthwuyang/Index_selection_with_learned_estimator
earthwuyang/knob-tuning-survey
earthwuyang/KnobsTuningEA
An Experimental Evaluation for Database Configuration Tuning
earthwuyang/LITE
earthwuyang/LLM-DB
LLM-DB: A database powered by language models
earthwuyang/lm4db
Material for my VLDB'22 and BTW'23 tutorials on application for language models in data management
earthwuyang/LPCE
This is for SIGMOD submission "Learning-based Progressive Cardinality Estimation for End-to-end Query Execution"
earthwuyang/MFIX
earthwuyang/NeuralDB
Database Reasoning Over Text project for ACL paper
earthwuyang/nns
Estimating neural network runtime characteristics
earthwuyang/pal
PaL: Program-Aided Language Models (ICML 2023)
earthwuyang/QueryBot5000
Query-based Workload Forecasting for Self-Driving DBMS
earthwuyang/QueryFormer
earthwuyang/remi
"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020
earthwuyang/rl_index_selection
Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)
earthwuyang/SC-prompt
earthwuyang/tpcds-postgres
TPC-DS Generation, Execution and Analyzer for Postgres
earthwuyang/UDO
Universal Database Optimization using Reinforcement Learning
earthwuyang/UniTune
earthwuyang/weighted_distance_oracle
weighted distance oracle implementation
earthwuyang/workload-performance
earthwuyang/zhouxh-AutoIndex