Answering queries using views: A survey

AY Halevy - The VLDB Journal, 2001 - Springer
The problem of answering queries using views is to find efficient methods of answering a
query using a set of previously defined materialized views over the database, rather than …

Automatic database management system tuning through large-scale machine learning

D Van Aken, A Pavlo, GJ Gordon, B Zhang - Proceedings of the 2017 …, 2017 - dl.acm.org
Database management system (DBMS) configuration tuning is an essential aspect of any
data-intensive application effort. But this is historically a difficult task because DBMSs have …

Sagedb: A learned database system

T Kraska, M Alizadeh, A Beutel, EH Chi, J Ding… - 2021 - dspace.mit.edu
© 2019 Conference on Innovative Data Systems Research (CIDR). All rights reserved.
Modern data processing systems are designed to be general purpose, in that they can …

Discovering frequent closed itemsets for association rules

N Pasquier, Y Bastide, R Taouil, L Lakhal - Database Theory—ICDT'99 …, 1999 - Springer
In this paper, we address the problem of finding frequent itemsets in a database. Using the
closed itemset lattice framework, we show that this problem can be reduced to the problem …

[PDF][PDF] Self-Driving Database Management Systems.

A Pavlo, G Angulo, J Arulraj, H Lin, J Lin, L Ma… - CIDR, 2017 - 15721.courses.cs.cmu.edu
In the last two decades, both researchers and vendors have built advisory tools to assist
database administrators (DBAs) in various aspects of system tuning and physical design …

From Star Schemas to Big Data: 20 Years of Data Warehouse Research

M Golfarelli, S Rizzi - A comprehensive guide through the Italian database …, 2017 - Springer
Data Warehouses are the core of the modern systems for decision making. They store
integrated information extracted from various and heterogeneous data sources, making it …

[PDF][PDF] Automated selection of materialized views and indexes in SQL databases

S Agrawal, S Chaudhuri, VR Narasayya - VLDB, 2000 - cse.iitb.ac.in
Automatically selecting an appropriate set of materialized views and indexes for SQL
databases is a non-trivial task. A judicious choice must be cost-driven and influenced by the …

[PDF][PDF] An efficient, cost-driven index selection tool for Microsoft SQL server

S Chaudhuri, VR Narasayya - VLDB, 1997 - academia.edu
In this paper we describe novel techniques that make it possible to build an industrial-
strength tool for automating the choice of indexes in the physical design of a SQL database …

The dimensional fact model: A conceptual model for data warehouses

M Golfarelli, D Maio, S Rizzi - International Journal of Cooperative …, 1998 - World Scientific
Data warehousing systems enable enterprise managers to acquire and integrate information
from heterogeneous sources and to query very large databases efficiently. Building a data …

Integrating vertical and horizontal partitioning into automated physical database design

S Agrawal, V Narasayya, B Yang - Proceedings of the 2004 ACM …, 2004 - dl.acm.org
In addition to indexes and materialized views, horizontal and vertical partitioning are
important aspects of physical design in a relational database system that significantly impact …