Demonstrating Waffle: A Self-Driving Grid Index

Author:

Choi Dalsu1,Yoon Hyunsik1,Lee Hyubjin1,Chung Yon Dohn1

Affiliation:

1. Korea University, Seoul, Korea

Abstract

This paper demonstrates Waffle, a self-driving grid indexing system for moving objects. We introduce system architecture, system workflow, and user scenarios. Waffle enables the management of moving objects with less human effort while automatically improving performance.

Publisher

Association for Computing Machinery (ACM)

Subject

General Earth and Planetary Sciences,Water Science and Technology,Geography, Planning and Development

Reference12 articles.

1. Dana Van Aken , Andrew Pavlo , Geoffrey J. Gordon , and Bohan Zhang . 2017 . Automatic Database Management System Tuning Through Large-scale Machine Learning. In SIGMOD 2017. ACM, 1009--1024. Dana Van Aken, Andrew Pavlo, Geoffrey J. Gordon, and Bohan Zhang. 2017. Automatic Database Management System Tuning Through Large-scale Machine Learning. In SIGMOD 2017. ACM, 1009--1024.

2. An inquiry into machine learning-based automatic configuration tuning services on real-world database management systems

3. Waffle

4. Ahmed Eldawy and Mohamed F . Mokbel . 2019 . Roads and streets around the world each represented as individual line segments. Retrieved from UCR-STAR https://star.cs.ucr.edu/?OSM2015/road-network, last access: 06/24/2023. Ahmed Eldawy and Mohamed F. Mokbel. 2019. Roads and streets around the world each represented as individual line segments. Retrieved from UCR-STAR https://star.cs.ucr.edu/?OSM2015/road-network, last access: 06/24/2023.

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