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...)

eProseed Oracle Open World 2016 debrief – Oracle Database & Oracle Management Cloud

For people interested, here the slide desks used internally to debrief my colleagues regarding Oracle…

Why oh Why Do Will Still Not Have a Fast Bulk “SQL*Unloader” Facility?

Way back in 2004 I was working at the UK side of the Human Genome project. We were creating a massive store of DNA sequences in an Oracle database (this was one of two world-wide available stores of this information, for free & open use by anyone {* see note!}). The database was, for back then, enormous at 5-6TB. And we knew it would approx double every 12 months (and it did, it was (more...)

Do you suffer from Storage Stockholm Syndrome?

The last year at DSSD (now a part of Dell EMC) has been an extremely interesting one for me, and I’ve learned a great deal, which is always good. Some of the lessons have been surprising, though… One of them is what I will rather dramatically refer to as Storage Stockholm Syndrome. Stockholm Syndrome is … Continue reading "Do you suffer from Storage Stockholm Syndrome?"

cost vs. gets

Last week I hit an interesting performance issue:
A Table (T) has 2 index (of interest). One (IX_1) is only on column S, the other (IX_2) on (C, S).
The optimizer calculates the plan with IX_1 more expensive than the plan with IX_2 - as this should be more selective.
But the gets for the plan with IX_1 were less than those the optimizer preferred.

Here the information about the statement, index and plans.
As (more...)

Friday Philosophy – Your Experience can Keep You Ignorant

This week I was in an excellent presentation by Kerry Osborne about Outlines, SQL profiles, SQL patches and SQL Baselines. I’ve used three of those features in anger but when I looked at SQL Patches I just could not understand why you would use them – they looked to me like a very limited version of SQL Profiles.

There is a prize for spotting Kerry without a baseball cap

There is a prize for spotting Kerry without a baseball cap

So I asked Kerry about it (more...)

#DOAG2016 wrap up

doag_wegweiser

Another DOAG is over and here are my summary.

Day 1

Unfortunately the early train from duesseldorf arrives not before 9:30, so I missed the first morning slot. But on the other hand I this was the slot where I had to decide between 8 presentations, which I’m interested in.

The first soft skill presentation was about creative techniques beyond brain storming. The mentioned 3 techniques was all unknown for me, maybe I give it (more...)

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...)

no peek in PL/SQL

Connor McDonald wrote a blog about differences between bind peeking and SYS_CONTEXT in SQL queries. This even led to an proposal in Database Ideas: CBO should peek at SYS_CONTEXT values just like bind values (feel free to vote and comment, if you like it)
As I have a friend who really loves SYS_CONTEXT; I showed him the blog.

In the following discussion he stated (more/less
)
I should not have this problem at all, as (more...)

HotSpot JVM garbage collection options cheat sheet (v4)

After three years, I have decided to update my GC cheat sheet.

New version finally includes G1 options, thankfully there are not very many of them. There are also few useful options introduced to CMS including parallel inital mark and initiating concurrent cycles by timer.

Finally, I made separate cheat sheet versions for Java 7 and Java 8.

Below are links to PDF versions

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...)

Visualizing System Statistics in SQL Developer – OTN Appreciation Day

Tim Hall inspired me with his #ThanksOTN (or “OTN Appreciation Day“) campaign to continue my mini-series on leveraging SQL Developer Reports for DBA tasks. Today with visualizing historical System Statistics from Statspack for performance analyses. #ThanksOTN I have three favourite Oracle features to rave about today: Analytic SQL Statspack SQL Developer (particularly the reports)! System Statistics As the […]

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:

begin
  loop
    for rec in (
          select /*+
              index(t_o)
          (more...)

Spark 2.0 Performance Improvements Investigated With Flame Graphs

Topic: This post is about performance optimizations introduced in Apache Spark 2.0, in particular whole-stage code generation. A test case is introduced and investigated with diagnostic tools.


Introduction: performance troubleshooting of a slow query using parallel query execution in a Hadoop cluster

The idea for this post comes from a performance troubleshooting case that has come up recently on our database services. It started with a user reporting slow response time from a query (more...)

Oracle Database Cloud (DBaaS) Performance Consistency – Part 3

This is the third part of this installment, comparing the performance consistency of the DBaaS cloud offering with a dedicated physical host. This time instead of burning CPU using logical I/O only (see part 2) the test harness executes a SQL statement that has to perform physical I/O mostly, and to be more precise this round is a read-only test, so doesn't include any modification to data (except the logging and any other background (more...)

Set all WebLogic log levels to “Inherit” via WLST

Logging is a very useful feature of WebLogic.

Unfortunately the log levels, which are set after a clean install of WebLogic or some of the Fusion Middleware product creates a lot of noise and therefore it costs I/O performance.

Additional after analyzing an issue with logging often resetting the log level is forgotten.

Here you get a script to reset the log levels at regular intervals or after a trace session.

#!/usr/bin/python
execfile('get_environment.py')
 (more...)

Adaptive Cursor Sharing Fail

Here is another example (besides the fact that Adaptive Cursor Sharing only gets evaluated during a PARSE call (still valid in 12c) and supports a maximum of 14 bind variables) I've recently come across at a client site where the default implementation of Adaptive Cursor Sharing fails to create a more suitable execution plan for different bind variable values.Broken down to a bare minimum the query was sometimes executed using non-existing values for a (more...)

Nested Loop Join Physical I/O Optimizations

Having done my mini-series on Nested Loop join logical I/O optimizations a while ago I unfortunately never managed to publish anything regarding the Nested Loop join physical I/O optimizations, which are certainly much more relevant to real-life performance.Therefore the main purpose of this blog post is to point you to Nikolay Savvinov's (whose blog I can recommend in general) great mini-series covering various aspects of these optimizations:Part 1Part 2Part 3Summary (more...)

Oracle Database Cloud (DBaaS) Performance Consistency – Part 2

This is the second part of this installment, comparing the performance consistency of the DBaaS cloud offering with a dedicated physical host. This time instead of burning CPU using a trivial PL/SQL loop (see part 1) the test harness executes a SQL statement that performs logical I/O only, so no physical I/O involved.

In order to achieve that a variation of Jonathan Lewis' good old "kill_cpu" script got executed. In principle each thread performed (more...)