DSM-fudan / DumpyLinks
Dumpy: A Compact and Adaptive Index for Large Data Series Collections (SIGMOD'23)
☆12Updated last year
Alternatives and similar repositories for Dumpy
Users that are interested in Dumpy are comparing it to the libraries listed below
Sorting:
- A scalable bottom-up approach for building data series indexes☆15Updated 3 years ago
- Code used for VLDB paper "The next 50 Years in Database Indexing or: The Case for Automatically Generated Index Structures"☆11Updated 3 years ago
- ⚡ Faster vector search with PDX: A vertical data layout for vectors☆44Updated last month
- This is the Lernaean Hydra Archive (LHA) for Similarity Search.☆22Updated last year
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆55Updated 5 years ago
- A Recursive Spatial Model Index☆38Updated last year
- A fast header-only graph-based index for approximate nearest neighbor search (ANNS). https://flatnav.net☆30Updated 2 weeks ago
- Implementation of DeepDB: Learn from Data, not from Queries!☆102Updated 2 years ago
- A System for Optimized Semantic Computation☆118Updated last week
- A lightweight learned index for spatial range queries on complex geometries☆12Updated 2 years ago
- Reference implementations for the LDBC Social Network Benchmark's Business Intelligence (BI) workload☆43Updated 3 months ago
- Paper list about adopting machine learning techniques into data management tasks.☆37Updated 4 years ago
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆150Updated last week
- Code for the TCS paper "On the performance of learned data structures" and the ICML paper "Why are learned indexes so effective?"☆19Updated 4 years ago
- A crowd-powered database system, with SQL-like query interface, multi-goal optimization☆10Updated 7 years ago
- A prototype implementation of Bao for PostgreSQL☆202Updated 10 months ago
- SkinnerDB is an analytical database management system. It uses adaptive processing and reinforcement learning to find near-optimal join o…☆49Updated last year
- Cardinality Estimation Benchmark☆79Updated last year
- ☆24Updated last month
- Neural Relation Understanding: neural cardinality estimators for tabular data☆102Updated 4 years ago
- ☆13Updated last year
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆97Updated 7 months ago
- Code and workloads from the Learned Cardinalities paper (https://arxiv.org/abs/1809.00677)☆123Updated 6 years ago
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆21Updated 5 years ago
- A new cardinality estimation scheme for join query estimation☆39Updated 7 months ago
- ☆19Updated 3 years ago
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆79Updated 4 months ago
- ☆61Updated 4 years ago
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆124Updated last month
- DB-BERT tunes database systems for optimal performance, using tuning hints mined from text.☆61Updated last year