Relax and let the database do the partitioning online

A **dal, J Dittrich - International Workshop on Business Intelligence for …, 2011 - Springer
Vertical and Horizontal partitions allow database administrators (DBAs) to considerably
improve the performance of business intelligence applications. However, finding and …

Cliffguard: A principled framework for finding robust database designs

B Mozafari, EZY Goh, DY Yoon - Proceedings of the 2015 ACM SIGMOD …, 2015 - dl.acm.org
A fundamental problem in database systems is choosing the best physical design, ie, a
small set of auxiliary structures that enable the fastest execution of future queries. Almost all …

The design of an adaptive column-store system

G Chernishev - Journal of Big Data, 2017 - Springer
A fully self-managed DBMS which does not require administrator intervention is the ultimate
goal of database developers. This system should automate deploying, configuration …

Making data clouds smarter at keebo: Automated warehouse optimization using data learning

B Mozafari, RA Burcuta, A Cabrera… - Companion of the 2023 …, 2023 - dl.acm.org
Data clouds in general, and cloud data warehouses (CDWs) in particular, have lowered the
upfront expertise and infrastructure barriers, making it easy for a wider range of users to …

[PDF][PDF] DeepSea: Progressive Workload-Aware Partitioning of Materialized Views in Scalable Data Analytics.

J Du, RJ Miller, B Glavic, W Tan - EDBT, 2017 - cs.iit.edu
Selective materialization of intermediate query results as views is an effective method for
improving query performance. In this paper, we extend this technique to adaptively partition …

Automatic data placement in mpp databases

C Garcia-Alvarado, V Raghavan… - 2012 IEEE 28th …, 2012 - ieeexplore.ieee.org
Physical design for shared-nothing databases includes decisions regarding the placement
of data across a cluster of database servers. In particular, for each table in the database a …

Towards self-management in a distributed column-store system

G Chernishev - New Trends in Databases and Information Systems …, 2015 - Springer
In this paper, we discuss a self-managed distributed column-store system which would
adapt its physical design to changing workloads. Architectural novelties of column-stores …

[PDF][PDF] Cliffguard: An extended report

B Mozafari, EZY Goh, DY Yoon - 2015 - eecs.umich.edu
ABSTRACT A fundamental problem in database systems is choosing the best physical
design, ie, a small set of auxiliary structures that enable the fastest execution of future …

[KNIHA][B] Supporting Interactive Analytics and Visualization on Large Data

J Jia - 2017 - search.proquest.com
There is an increasing demand to visualize large datasets as human observable reports in
order to quickly draw insights and gain timely awareness from the data. An interactive user …

Automatic physical design tuning based on hypothetical plans

AC Almeida, A Brayner, JM Monteiro… - Simpósio Brasileiro de …, 2016 - sol.sbc.org.br
It is well-known that fine tuning in database physical design is an important strategy for
speeding up data access. In this paper, we introduce a new approach, denoted HypoPlans …