dbTouch in action database kernels for touch-based data exploration

Erietta Liarou, Stratos Idreos
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引用次数: 21

Abstract

A fundamental need in the era of data deluge is data exploration through interactive tools, i.e., being able to quickly determine data and patterns of interest. dbTouch is a new research direction towards a next generation of data management systems that inherently support data exploration by allowing touch-based interaction. Data is represented in a visual format, while users can touch those shapes and interact/query with gestures. In a dbTouch system, the whole database kernel is geared towards quick responses in touch input; the user drives query processing (not just query construction) via touch gestures, dictating how fast or slow data flows through query plans and which data parts are processed at any time. dbTouch translates the gestures into interactive database operators, reacting continuously to the touch input and analytics tasks given by the user in real-time such as sliding a finger over a column to scan it progressively; zoom in with two fingers over a column to progressively get sample data; rotate a table to change the physical design from row-store to column-store, etc. This demo presents the first dbTouch prototype over iOS for iPad.
dbTouch操作数据库内核,用于基于触摸的数据探索
数据泛滥时代的基本需求是通过交互式工具进行数据探索,即能够快速确定感兴趣的数据和模式。dbTouch是下一代数据管理系统的一个新的研究方向,它通过允许基于触摸的交互来支持数据探索。数据以可视化格式表示,而用户可以触摸这些形状并通过手势进行交互/查询。在dbTouch系统中,整个数据库内核都是面向触摸输入的快速响应;用户通过触摸手势驱动查询处理(不仅仅是查询构造),指示数据在查询计划中流动的快慢以及在任何时候处理哪些数据部分。dbTouch将手势转换为交互式数据库操作符,对用户实时给出的触摸输入和分析任务做出连续反应,例如在列上滑动手指以逐步扫描它;用两根手指在一列上放大,逐步获得样本数据;旋转表以将物理设计从行存储更改为列存储,等等。这个演示展示了第一个基于iOS的iPad dbTouch原型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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