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ai-db-uom.github.io

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blog

OpenSource,Database,Business,Minds. git clone --depth 1 https://github.com/digoal/blog

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.

delta

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

geomesa

GeoMesa is a suite of tools for working with big geo-spatial data in a distributed fashion.

geos

Geometry Engine, Open Source

hmab

HMAB: Self-Driving Hierarchy of Bandits for Integrated Physical Database Design Tuning

hudi

Upserts, Deletes And Incremental Processing on Big Data.

hyrise

Hyrise is a research in-memory database.

iceberg

Apache Iceberg

jts

The JTS Topology Suite is a Java library for creating and manipulating vector geometry.

learned-bmtree

This is the open codebase for VLDB23: Towards Designing and Learning Piecewise Space-Filling Curves

learnedbench

libspatialindex

C++ implementation of R*-tree, an MVR-tree and a TPR-tree with C API

monetdb

This is the official mirror of the MonetDB Mercurial repository. Please note that we do not accept pull requests on github. The regression test results can be found on the MonetDB Testweb https://www.monetdb.org/testweb/web/status.php .For contributions please see: https://www.monetdb.org/documentation/dev-guide/

mosaic

An extension to the Apache Spark framework that allows easy and fast processing of very large geospatial datasets.

neurocuts

NeuroCuts is a deep RL algorithm for generating optimized packet classification trees.

postgis

PostGIS spatial database extension to PostgreSQL [mirror]

postgres

Mirror of the official PostgreSQL GIT repository. Note that this is just a *mirror* - we don't work with pull requests on github. To contribute, please see https://wiki.postgresql.org/wiki/Submitting_a_Patch

redis

Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.

rl_index_selection

Paper repository for "SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning" (EDBT 2022)

sedona

A cluster computing framework for processing large-scale geospatial data

sfcurve

LocationTech SFCurve is a Scala library for the creation, transformation, and querying of space-filling curves