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Thoughts on data management, autonomic computing, and self-managing database systems.

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Entries Tagged as 'Cost models'

The state-of-the-art with flash storage

June 21st, 2011 · Comments Off

One of my personal highlights in attending last week’s ACM SIGMOD 2011 conference in Athens was to take in a tutorial [1] on Thursday morning entitled Data Management Over Flash Memory, presented by Ioannis Koltsidas of IBM Zurich and Stratis Viglas of the University of Edinburgh. Here was the abstract: Flash SSDs are quickly becoming [...]

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Tags: Cost models · Hardware

The Orion Uncertain Data Management System

March 18th, 2010 · 1 Comment

Yesterday afternoon I listened to Sunil Prabhakar of Purdue University on the Orion Uncertain Data Management System [1-4]. Sunil’s talk is one of the Database Seminar Series at the University of Waterloo which is sponsored by Sybase iAnywhere. Here’s Sunil’s abstract: Many applications domains are faced with the need to store and manipulate uncertain or [...]

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Tags: Alternative query languages · Cost models · PostgreSQL · Query optimization

Holistic approaches to query performance analysis

November 2nd, 2009 · Comments Off

Despite our efforts at making relational database systems such as SQL Anywhere self-managing, self-tuning, and self-healing, there remains the need to be able to diagnose and repair performance problems. In part, this requirement is due to the overall complexity of the optimization task. Query optimization is – still – an NP-hard problem and the input [...]

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Tags: Cost models · Database Administration · DBA Administration Tools · Self-managing database systems · SQL Anywhere

DBTEST 2009 Workshop program is finalized

June 4th, 2009 · Comments Off

Yesterday the workshop’s PC co-chair, Carsten Binnig, posted the forthcoming DBTEST 2009 workshop program. This second DBTEST workshop is co-located with the 2009 ACM SIGMOD Conference, which will be held in Providence, Rhode Island later this month. Registration for both the workshop and the complete conference is now open. The workshop comprises talks of the [...]

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Tags: Cost models · Performance measurement · Query optimization

Self-managing index clustering statistics

September 19th, 2008 · Comments Off

One of the improvements that my team has made to self-managing statistics maintenance in SQL Anywhere is the automatic maintenance of index clustering statistics. This means that the server’s query optimizer can now make better index selection choices, by analyzing the clustering characteristics of the index and adjusting the physical access cost accordingly. It is [...]

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Tags: Cost models · Query optimization · Self-managing database systems · SQL Anywhere

March 2008 issue of IEEE Data Engineering Bulletin

July 25th, 2008 · Comments Off

I’d like to draw your attention to the March 2008 issue of the IEEE Data Engineering Bulletin, whose editor-in-chief is David Lomet of Microsoft Research. The March 2008 issue concerns performance and correctness testing of database systems, and there are two papers in particular in that issue that I’d like to describe briefly. The first [...]

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Tags: Cost models · Microsoft SQL Server · Performance measurement · SQL Anywhere