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Volume 16, No. 12
PikePlace: Generating Intelligence for Marketplace Datasets
Authors:
Shi Qiao, Alekh Jindal
Abstract
There is a renewed interest in data marketplaces with cloud data warehouses that make sharing and accessing data on-demand and extremely easy. However, analyzing marketplace datasets is challenge since current tools for creating the data models are manual and slow. In this paper, we propose to demonstrate a learningbased approach to discover, deploy, and optimize data models. We present the resulting system, PikePlace, show an evaluation over Snowflake marketplace and TPC-H datasets, and describe several demonstration scenarios that the audience can play with.
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