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Advanced Computer Architecture – An Introduction
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MySQL Scaling Options
1.
1Copyright © 2013,
Oracle and/or its affiliates. All rights reserved.
2.
MySQL Scaling: Drinking from
the fire hose, never being down & serving billions Dave Stokes MySQL Community Manager David.Stokes@Oracle.com @Stoker Slideshare.net/davestokes/presentations 2Copyright © 2013, Oracle and/or its affiliates. All rights reserved. Insert Picture Here
3.
You want to
get a bigger, badder MySQL -BUT what are the costs??? Budget Complexity Application Opportunity Sanity 3 Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
4.
Simple Stuff Insert PicturePicture
Here Insert Here 4 Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
5.
Option 0 Run the
Latest, Greatest MySQL MySQL 5.5 was 20% faster than 5.1! 5.6 is another 10-15% --Make sure your config file matches your hardware --ANALYSE TABLE --Check for SLOW QUERIES, QUERIES w/o INDEXES --TUNE QUERIES This is the least complex, less upsetting, and usually lowest budget cost option 5 Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
6.
Option 0.1 Add in
a Memcached Layer Cache for quick access ● Session Data ● Sports Scores ● Opens up NoSQL access to InnoDB later This is the second least complex, less upsetting, and usually lowest budget cost option but does make you change your application to become 'cache aware'. 6 Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
7.
What database service Levels
do you Need to Provide? 7 Copyright © 2013, Oracle and/or its affiliates. All rights reserved. Insert PicturePicture Here Insert Here
8.
UpTime versus Response
Time versus Access Things to be engineered/negotiated upfront Up Time – How much down time can you afford? Response Time – How long is too long to wait? Access – How many do you need to serve simultaneously 8 Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
9.
Simple Level 1 Read/Write
Splitting 9 Copyright © 2013, Oracle and/or its affiliates. All rights reserved. Insert PicturePicture Here Insert Here
10.
Use MySQL Replication
to Split Read/Writes 10 Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
11.
Read/Write Splitting Most Common
Scaling Technique ● More complex environment ● Application Changes ● Easier with PHP & Java ● ● 11 Low opportunity and sanity costs Less risk of one server stopping operations Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
12.
Read/Write Splitting—Easy Way Use
MySQL Utilities to copy master, set up failover ● mysqlserverclone ● mysqlfailover ● ● 12 When master dies, most up to date slave (GTID) promoted automatically Mysqlrplcheck & mysqlrplshow Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
13.
Simple Level 2 Moderately
Easy, Better Availability 13 Copyright © 2013, Oracle and/or its affiliates. All rights reserved. Insert PicturePicture Here Insert Here
14.
Distributed Replicated Block Device
(DRBD) High Availability ● More complex environment ● Proven, supported ● ● 14 Please practice fail over and back Easy to manage but not HA panacea Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
15.
CLOUD High Availability, Low
Cost (maybe) ● Slightly more complex environment ● Proven, supported ● ● 15 Best for ephemeral data, may not make upper management comfortable (or you) Easy to manage but not HA panacea Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
16.
Complex Level N^N Never,
Ever Down 16 Copyright © 2013, Oracle and/or its affiliates. All rights reserved. Insert PicturePicture Here Insert Here
17.
MySQL Cluster For 99.999%
uptime, upper bound on response time ● ● ● 17 Extremely Complex No single point of failure = lots of $$ hardware Not general purpose MySQL Copyright © 2013, Oracle and/or its affiliates. All rights reserved. ● Auto sharding ● Add/Subtract nodes at will ● ● Replicate between geographically separated locations Need a smart staff
18.
MySQL Cluster Shards
Data Automatically ● ● 18 Copyright © 2013, Oracle and/or its affiliates. All rights reserved. Single or multiple data node failures do not bring down a cluster Easy to add/remove data nodes
19.
MySQL Cluster Topology ● Nodes ● ● ● ● 19 Data ● ● MGMT
– startup/add node Mysqld Can be engineered for no single point of failure Can replicate across data centers Expensive on all fronts Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
20.
Big Data Insert PicturePicture
Here Insert Here 20 Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
21.
Ask ten DBAs
to define 'Big Data' and You Will Get At Least Eleven Answers .BIG as massive amounts ● Define MASSIVE BIG as lots of eyes ● 21 How many simultaneous users Copyright © 2013, Oracle and/or its affiliates. All rights reserved. BIG as in fast ● Define fast BIG as all of the other three!!!
22.
The Easiest Way
to Get Speed ● NoSQL/Memcached to InnoDB/NBD ● ● 22 9x faster by skipping parser, optimizer Key/Value pair access and SQL access of same data Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
23.
Easiest Way to
Gain Size ● Columnar Storage Engines for MySQL ● Not InnoDB ● Unique features, quirks ● ● 23 Need > 26,000,000,000 rows to start seeing 'sweet spot' Use new server, don't scrimp Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
24.
Calpont InfiniDB ● ● ● ● ● 24 Column-oriented MySQL front end Multi
threaded High speed data loading Automatic partitioning Enterprise Features ● Partition Drop ● UDF’s ● Physical compression ● MPP, multi-node scale-out ● Distributed, Shared Nothing data cache ● Auto Increment ● Centralized database and operating system monitoring ● Notifications and Alerts ● INSERT INTO...SELECT FROM... ● Views on InfiniDB Tables Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
25.
Infobright ● 25 Similar Features to Calpont
but different implementation Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
26.
Hadoop-- getting data
from MySQL to Hadoop ● 80% of Hadoop Installations feed from MySQl ● Hadoop is made up of several components ● Twisty little maze, all alike ● Use Apache Bigtop – ● Tested for interoperability Cloudera & Horton Works have great tutorials ● ● 26 Kinda 'SQL-ish' Squoop and MySQL Hadoop Applier to move data Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
27.
Hadoop Applier ● 27 Copyright ©
2013, Oracle and/or its affiliates. All rights reserved. Infobright
28.
Partitioning and Sharding
/ Dividing and Conquering ● Partitions built-in to MySQL ● Nice management tool – ● 28 Fast drops Sharding ● Rolling quarters/months – ● No change to application but higher complexity, low opportunity cost Copyright © 2013, Oracle and/or its affiliates. All rights reserved. Much more complex application and operations ● Not off shelf ● Hard to re-engineer ● Works
29.
Hard Part –
Thinking Insert PicturePicture Here Insert Here 29 Copyright © 2013, Oracle and/or its affiliates. All rights reserved.
30.
Goals – What
are you trying to accomplish ● ● Define problem completely Who produces, who consumes data ● What does end solution look/feel like? ● ● 30 Negotiate performance rates Plan for failure, catastrophe Design for long life Copyright © 2013, Oracle and/or its affiliates. All rights reserved. Platforms ● Speed ● Access areas ● ● ● Security ● Serenity
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Where Else to
Seek Info ● MySQL Connect Conference Sept. in San Francisco ● Hadoop ● Same time as OOW Weekdays! ● 31 Planet.mysql.com and forums.mysql.com Copyright © 2013, Oracle and/or its affiliates. All rights reserved. ● Horton Works and Cloudera both have wonderful tutorials Apache Bigtop project
32.
MySQL Training ● MySQL Marinate ● Online
Virtual Class run by Boston MySQL Users Group ● ● 32 1 chapter/week Free Copyright © 2013, Oracle and/or its affiliates. All rights reserved. ● Oracle and other vendors ● Dozens of book ● Online
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David.Stokes@Oracle.com @Stoker slideshare.net/davestokes 33 Copyright © 2013,
Oracle and/or its affiliates. All rights reserved. Insert PicturePicture Here Insert Here
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Graphic Section Divider 34 Copyright
© 2013, Oracle and/or its affiliates. All rights reserved.
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35Copyright © 2013,
Oracle and/or its affiliates. All rights reserved.
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