DOAG Red Stack Magazin Artikelreihe "Oracle Database Cloud Performance" (German)

In der aktuellen Ausgabe des für Mitglieder der DOAG, SOUG und AOUG kostenlosen DOAG Red Stack Magazins wurde der erste Teil meiner zweiteiligen Artikelserie "Oracle Database Cloud Performance" veröffentlicht.

Die Artikelserie basiert auf den hier bereits publizierten Erkenntnissen in diesem Bereich und führt diese weiter fort.

Der erste Teil geht auf die verschiedenen Aspekte der maximal erreichbare Performance ein (CPU, Storage etc.), der zweite Teil wird in der nächsten Ausgabe zu lesen sein und (more...)

New workshop "Exadata For Developers"

Just a short note that I've developed a new two day course that covers all relevant features that a database application developer should know when dealing with the Oracle Exadata Database Machine platform.

It covers in detail Smart Scans, the Exadata Flash Cache, Hybrid Columnar Compression and all surrounding features like Storage Indexes, (serial) direct path reads etc. etc.. Of course it also includes features that were added in 12c, like Attribute Clustering and Zone (more...)

Oracle Database Cloud (DBaaS) Performance – Part 4 – Network

In the last part of this installment I'll have a brief look at the network performance measured in the Oracle DBaaS environment, in particular the network interface that gets used as private interconnect in case of RAC configuration. The network performance could also be relevant when evaluating how to transfer data to the cloud database.

I've used the freely available "iperf" tool to measure the network bandwidth and got the following results:

[root@test12102rac2 ~]# iperf3 (more...)

Oracle Database Cloud (DBaaS) Performance – Part 3 – Storage – 12.2 Update

Recently I repeated the I/O related tests on a instance for curiosity and was surprised by the fact that I consistently got significantly better results as on and

Now you're probably aware that the version 12.2 so far is "cloud-only", so I can't tell / test whether the version 12.2 is generically providing that increased performance or whether Oracle has optimized (more...)

Oracle Database Cloud (DBaaS) Performance – Part 2 – Storage

In this second part of this installment I'll focus on the performance figures related to I/O encountered when the corresponding tests were performed on the platform.


When running with minimum sized buffer cache, direct and asynchronous I/O enabled, the following average read-only IOPS figures were measured over a period of several days (this is the test described in part three of the "performance consistency" series) .

First, running on a 4 OCPU single instance configuration (more...)

Oracle Parallel Execution Deep Dive Session

Here is a recording of a session I did a while ago, covering how to understand the essentials of Oracle Parallel Execution and how to read the corresponding execution plans.

12c Adaptive Joins Plus Statistics Feedback For Joins Cardinality Estimate Bug

I've encountered a bug at several clients that upgraded to Oracle 12c - - that requires the combination of several new adaptive features introduced with Oracle 12c.It needs an execution plan that makes use of adaptive join methods, plus at runtime the activation of the new "statistics feedback for joins" feature that was also introduced with Oracle 12c. Note that in 11.2 there was already the "cardinality feedback" (more...)

Oracle Database Cloud (DBaaS) Performance – Part 1 – CPU

After having looked at the performance consistency provided by the Oracle Database Cloud offering in the previous series, I'll focus here on the raw performance figures I've measured during my tests, starting with the CPU related performance findings.

One of the first surprises is related to the fact that Oracle uses a unit called "OCPU" to specify the CPU capacity provided, which is explained here:

So one "OCPU" is supposed to represent one core (more...) Interviews (German)

In den letzten Wochen sind zwei Interviews veröffentlicht worden, die die DOAG mit mir im Rahmen der jährlichen DOAG Konferenz in Nürnberg durchgeführt hat.

Das erste stammt noch von der DOAG Konferenz 2015 und bezieht sich auf meinen damaligen Vortrag über die neuen Parallel Execution Features von Oracle 12c: Interview 2015

Das zweite ist von der diesjährigen DOAG Konferenz und bezieht sich auf meine Performance-Tests der Oracle Database Cloud und dem dazugehörigen Vortrag:


Oracle ACE Director Alumni Status

I've recently requested to be removed from the Oracle ACE program and move to the "Alumni" status.

I've already felt for a quite a while now that my area of expertise and interest as well as my public profile (no Twitter etc.) is no longer really a good fit to the ACE program.

The most recent changes to the ACE program then just have made my decision easier to step back.

All the best (more...)

Queue-based Concurrent Stats Prototype Implementation

This is just a prototype of a queue-based concurrent statistics implementation - using the same basic implementation I've used a a couple of years ago to create indexes concurrently.There are reasons why such an implementation might be useful - in 11.2.0.x the built-in Concurrent Stats feature might turn out to be not really that efficient by creating lots of jobs that potentially attempt to gather statistics for different sub-objects of the (more...)

DOAG 2016 – "Oracle Database Cloud Performance" presentation material

Thanks to all attendees that came to my presentation "Oracle Database Cloud Performance" at the DOAG conference 2016. You can check the presentation material here at Slideshare.

Oracle Database Cloud (DBaaS) Performance Consistency – Part 7

This part of the series is supposed to cover the results of I/O related tests performed on the Amazon RDS Oracle cloud instance.
As mentioned in the previous part of this series I've only used the "General Purpose SSD" storage type since the "Provisioned IOPS" storage was simply to expensive to me and it wasn't possible to get a trial license for that storage type.

Now one key aspect of the "General Purpose SSD" storage (more...)

"Cost Based Optimizer: Grundlagen – mit Update für Oracle 12c" Artikel (German)

Seit gestern steht auf der "Informatik Aktuell"-Seite mein Artikel "Cost Based Optimizer: Grundlagen – mit Update für Oracle 12c" zur Verfügung.

Er stimmt auch inhaltlich auf meinen Vortrag bei den IT-Tagen 2016 am 13. Dezember ein.

Sollte Sie das Thema interessieren, lade ich Sie hiermit also herzlich zu meinem Vortrag ein, bei dem ich das Thema auch mit Live-Demonstrationen vertiefen werde.

Oracle Database Cloud (DBaaS) Performance Consistency – Part 6

In the next parts of this series I'll have a look at the results of similar performance consistency tests performed on a comparable Amazon RDS Oracle cloud database instance.

Let's start with the configuration used, which was an Amazon RDS "db.m4.2xlarge" instance - the latest RDS generation available at time of testing. This is an 8 VCPUs resp. Hyper Threads / 4 cores configuration with 32GB of RAM.
As storage I've used (more...)

Oracle Database Cloud (DBaaS) Performance Consistency – Part 5

This is the fifth part of this installment, and before coming to comparisons to other cloud providers, in this part I show the results of the read-only test that I've already described in part three of this series, but repeated at a later point in time. The test setup was identical and can be checked in the mentioned previous part.

The reason for running the test again was the fact that I was informed during (more...)

Upcoming Public Appearances

It's that time of the year again... I'll be speaking at the following events:

- SSWUG 2016 Fall Virtual Conference: On November 15th I'll do the geeky stuff that was rejected by DOAG this year, which is "Oracle Database Parallel Execution plans deep dive - understanding the internals of Parallel Execution plans". You should only attend this session if you already have a good understanding of serial execution plans.

- DOAG Conference 2016: (more...)

Oracle Database Cloud (DBaaS) Performance Consistency – Part 4

This is the fourth part of this installment, comparing the performance consistency of the DBaaS cloud offering with a dedicated physical host. This time the previous read-only test was modified to be a 100% update read-write test. So every row read was updated in the following way:

    for rec in (
          select /*+

Video Tutorial: XPLAN_ASH Active Session History – Part 12

The final part of the video tutorial explaining the XPLAN_ASH Active Session History functionality continuing the actual walk-through of the script output.

This is the final part of this tutorial, but there are more tutorials coming - about configuring the script, script internals and also the Rowsource Statistics mode of the script.

Video Tutorial: XPLAN_ASH Active Session History – Part 11

The next part of the video tutorial explaining the XPLAN_ASH Active Session History functionality continuing the actual walk-through of the script output.

More parts to follow.