wzymumon / aqppp

AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

About

This is the repo for paper 'AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics'. The main idea of this work is using precomputed query results to improve the query quality of AQP (sampling) method. Our results show that AQP++ could trade only a little additional overhead to get a much better answer quality (e.g. 10X more accurate than AQP method!)

Currently the repo contains the experimental code. We will release version 1.0 very soon.

The experimental code was written using Visual Studio 2017, and built on top of SQL Server 2017. It could run on Windows system.

Link

paper

slides

Questions?

If you have any question, please feel free to connect jinglin (jinglin_peng AT sfu DOT ca).

About

AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics

License:Apache License 2.0


Languages

Language:C++ 100.0%