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A presentation for developers, DBAs, and managers. This presentation was first presented in course of the AIOUG Maximum Availability Architecture (MAA)-focus month August 2021. The first reason might surprise you!
This is the presentation on ASH that I did with Graham Wood at RMOUG 2014 and that represents the final best effort to capture essential and advanced ASH content as started in a presentation Uri Shaft and I gave at a small conference in Denmark sometime in 2012 perhaps. The presentation is also available publicly through the RMOUG website, so I felt at liberty to post it myself here. If it disappears it would likely be because I have been asked to remove it by Oracle.
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How a Developer can Troubleshoot a SQL performing poorly on a Production DBCarlos Sierra
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In this session, we looked at five things you might not know about the Oracle Database or might have forgotten. For each topic, I explained the functionality and demonstrated the benefits using real-world examples. The topics covered apply to anyone running Oracle Database 11g and up, including Standard Edition, with only a few minor exceptions.
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SAP HANA Architecture Overview | SAP HANA TutorialZaranTech LLC
We are a team of Senior IT consultants with a wide array of knowledge in different domains, methodologies, Tools and platforms.We strive to develop and deliver highly qualified IT consultants to the market.
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Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
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2. Introduction
A Little History
Exadata
Oracle 11gR2
Practicalities
Summary
13/08/2012 Slide 2
3. My real name is Douglas
But only my family call me that
My official intro is on the E4 website
There is even a picture of a Cuddly Toy
Please note that they are Cuddly not Plushy
I'm from Scotland which is part of Great Britain
Not Ireland
Definitely not English
Speaking of where I'm from …
13/08/2012 Slide 3
4. Is a liar
Is offering you a useful
simplification
Doesn't have much faith in your
knowledge of British geography
13/08/2012 Slide 4
5. From https://twitter.com/TheTumshie/status/227488415061508097/photo/1
13/08/2012 Slide 5
8. Because Tanel asked
I've worked with Exadata V2 and X2 in high-throughput
Production environments for the past two years
2 x Half-Rack V2
Full-Rack V2
Lots of Quarter-Rack X2-2s on the way
I have a long-standing interest in Parallel Execution
Not that the two went together particularly well at this client
It saved you all the bitter 'early V2 experiences' diatribe
13/08/2012 Slide 8
9. This presentation will include opinions
I will not regurgitate large chunks of the documentation,
Oracle White Papers or Expert Oracle Exadata
Client use of Parallelism on Exadata has been more
limited than I expected
13/08/2012 Slide 9
10. Introduction
A Little History
Exadata
Oracle 11gR2
Practicalities
Summary
13/08/2012 Slide 10
11. First time I heard of Oracle Parallel Query was in 1993
Boss returned quite giddy from IOUG Conference
Was a while longer before it was released in 7.1.6 and
didn't hear much about it until 1996
Dev DBA decided it would be a really cool thing to try out
V7.3 time-frame
Was switched off not long afterwards
I've worked on many Data Warehouses so have been
interested in Parallelism, Stats Collection etc for a long
time
13/08/2012 Slide 11
12. Tuning Parallel Execution
http://oracledoug.com/px.pdf
Parallel Adaptive Multi-User debate with Tom Kyte
SELECT name, value FROM v$sysstat WHERE name LIKE 'Parallel%';
NAME VALUE
-------------------------------------------------- ------
Parallel operations not downgraded 546353
Parallel operations downgraded to serial 432
Parallel operations downgraded 75 to 99 pct 790
Parallel operations downgraded 50 to 75 pct 1454
Parallel operations downgraded 25 to 50 pct 7654
Parallel operations downgraded 1 to 25 pct 11873
▪ Downgraded to serial could be a particular problem!
▪ PX is great at delivering blistering but inconsistent performance
13/08/2012 Slide 12
13. How Many Slaves?
http://oracledoug.com/px_slaves.pdf
Parallel Execution and the Magic of Two
Inspired by Cary Millsap's work on the Magic of Two for batch-
type processes
Sharply diminishing returns with higher DOPs
ISP4400 quad-socket server with 4 x SCSI Ultra 160
E10k with 5 disk stripe-set on EMC array
Had never seen many benefits of DOPs over 2-4, confirmed by
feedback on the paper
PX is great at uncovering storage bottlenecks
13/08/2012 Slide 13
14. Introduction
A Little History
Exadata
Oracle 11gR2
Practicalities
Summary
13/08/2012 Slide 14
15. (Insert Mandatory slide here
with a pretty picture of
a full-rack X2-2 and
lots of very impressive
throughput numbers)
13/08/2012 Slide 15
16. The most common real world Parallel Query limitation in
my experience of numerous sites was storage
bandwidth
Exadata can certainly reduce that!
Not necessarily better than other modern storage solutions
Dedicated to Oracle and controlled by a dedicated team
Smart Scan reduces bandwidth pressure by reducing traffic
Balanced Configuration
Despite Oracle and the market deciding it's a mixed-
workload/consolidation platform, it excels as a DW one
13/08/2012 Slide 16
18. Introduction
A Little History
Exadata
Oracle 11gR2
Practicalities
Summary
13/08/2012 Slide 18
19. Exadata implies Oracle 11gR2
Let's all try to forget 11.2.0.1 as soon as possible
Assume 11.2.0.2
Lots of new Parallel features
Auto DOP
Statement Queuing
In-memory Parallel Query
13/08/2012 Slide 19
20. Let Oracle decide what is the most-appropriate Degree
of Parallelism (DOP) for queries
Set parallel_degree_policy to
LIMITED – Calculates DOP where objects have PARALLEL set
to DEFAULT
AUTO – Calculates DOP for all objects, potentially
Default parallel_min_time_threshold is 10 seconds
Anything estimated to run for less time will not be considered
Auto-DOP will not work until you have run CALIBRATE_IO
13/08/2012 Slide 20
21. Procedure in DBMS_RESOURCE_MANAGER
Support Note 727062.1
Oracle Best Practice advice in Support Note 1297112.1
is to set MAX_PMBPS to 200 on Exadata
Manual Update of resource_io_calibrate$
Restart each Instance
13/08/2012 Slide 21
22. Parallel_degree_limit
Absolute DOP limit for an individual query
Default is CPU
parallel_threads_per_cpu * cpu_count * active_instance_count
Can set it to a fixed value
13/08/2012 Slide 22
23. The problems with Parallel Adaptive Multi-User (PAMU)
Aggressive
DOP determined at run-time
Alternative approach
If slaves are available, then
▪ Use as many resources as possible
▪ Complete and let others in
If slaves are unavailable then queue until they are
Degraded DOP not decided at run-time
13/08/2012 Slide 23
24. Set parallel_degree_policy to
AUTO
But that includes Auto-DOP and In-Memory PQ
_parallel_statement_queuing = TRUE
Alternatively – enable/disable at query-level using hints
/*+ NO_STMT_QUEUING */
/*+ STMT_QUEUING */
Waits on 'resmgr:pq queued' event (Scheduler)
13/08/2012 Slide 24
25. The flip-side of the fact we can now do Direct Path
Reads for queries executed Serially
Can now use reads into the Buffer Cache for Parallel
Queries
Uses aggregated Buffer Cache across RAC cluster
But also works single-instance
13/08/2012 Slide 25
27. Introduction
A Little History
Exadata
Oracle 11gR2
Practicalities
Summary
13/08/2012 Slide 27
28. Exadata nodes are not that powerful
Exadata storage and Flash Cache are not necessarily
state-of-the art
Lots of quarter-racks out there
Companies are cheap ;-)
Kind of reasonable to partition workloads.
Technically, separating heavy write and read workloads probably
makes sense, but …
13/08/2012 Slide 28
29. Node 2
Node 1
Read/Reporting Workload
Write workload
App A
Node 4
Node 3
Read/Reporting Workload
Read/Reporting Workload
App B
App A
plus Standby
13/08/2012 Slide 29
30. Remember those users who hate inconsistent response
times?
Parallel Statement Queuing
Some visibility in OEM Performance Pages
Plenty of information in V$ views but not very useful to
users!
Support Note 1359043.1 contains queries to help
monitor Statement Queuing
13/08/2012 Slide 30
32. Well, we're not doing Direct Path Reads any more
So we're not using Smart Scan any more
Tricky to get working properly
Needs to be pay-back
If you get a lot of pay-back, is Exadata really the way to
go? Aren't these two different kinds of system?
13/08/2012 Slide 32
33. Introduction
A Little History
Exadata
Oracle 11gR2
Practicalities
Summary
13/08/2012 Slide 33
34. Exadata is very likely to be better than previous solution
The bigger the rack, the better
Cross-instance Parallelism for truly impressive results
One method of driving towards Direct Path Reads to
take advantage of Smart Scan
13/08/2012 Slide 34
35. Auto-DOP
Statement Queuing
Balance cache benefits of In-Memory PQ against initial
read overhead
13/08/2012 Slide 35
36. "Oracle Database Parallel Execution Fundamentals"
Oracle Corp. White Paper – 11gR2 focus
Oracle Support Notes
1297112.1 – Best Practices for DW on X2-2
727062.1 – CALIBRATE_IO
1264548.1 – New 11gR2 Parallel Query Parameters
1269321.1 – Auto-DOP
1340180.1 – Recommended patches for PX Statement Queuing
1359043.1 – Configure Statement Queuing for mixed workloads
Chapter 6 of Expert Oracle Exadata
13/08/2012 Slide 36
37. To various people at Oracle who keep working
on improving this stuff
To Enkitec for taking such good care of the
speakers
To you, for your time
P.S. If you really want me to explain what's going on with the toys ...
13/08/2012 Slide 37