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NoSQL : Channeling the Data Explosion Dwight MerrimanCEO, 10gen @dmerr dmerr.tumblr.com GlueCon 2010
The database world is changingNo longer one-size-fits-all
NoSQL =  Non-relational next generation operation data stores and databases
Scaling Out no joins + light transactional semantics =    horizontally scalable architectures
Why? cloud commodity http://www.globalnerdy.com/2007/09/07/multicore-musings/
How the NoSQL Products Vary What’s the same No joins No complex transactions What varies Scale-out model Consistency model Data model
Scaling Out distribution & query models Consistent hashing Order preserving range    chunking Scatter gather
Data models no joins + light transactional semantics =      horizontally scalable architectures Important side effect :      new data models =         improved ways to develop apps
Data Models Key/value Column-oriented “bigtable-style” Document-oriented (JSON)
Data Models { title: ‘Too Big to Fail’,   author: ‘John S’, ts: Date(“05-Nov-09 10:33”),   comments: [ { author: 'Ian White',                  comment: 'Great article!' },               { author: 'Joe Smith',                  comment: 'But how fast is it?',                 replies: [ {author: 'Jane Smith',                             comment: 'scalable?'} ]               }             ]   ],   tags: [‘finance’, ‘economy’] }
{ title: ‘Too Big to Fail’,   author: ‘John S’, ts: Date(“05-Nov-09 10:33”),   comments: [ { author: 'Ian White',                  comment: 'Great article!' },               { author: 'Joe Smith',                  comment: 'But how fast is it?',                 replies: [ {author: 'Jane Smith',                             comment: 'scalable?'} ]               }             ]   ],   tags: [‘finance’, ‘economy’] } db.posts.find( { tags : ‘economy’ } )  .sort({ts:-1}).limit(10).skip(10) db.posts.find( { “comments.author” : “Ian White” } )
Influences
CAP     It is impossible in the asynchronous network model to implement a read/write data object that guarantees the following properties:• Availability• Atomic consistency in all fair executions (including those in which messages are lost).
Consistency Models - CAP Choices are AP or CP Write Availability, not Read Availability, is the Main Question It’s not all about CAP Eventual consistency makes these non-availability aspects better: Multi data center Speed Even load distribution
Eventual Consistency
Eventual Consistency Read(x) : 1, 2, 2, 4, 4, 4, 4 …
Could we get this? Read(x) : 1, 2, 1, 4, 2, 4, 4, 4 …
Terms R W N R+W>N has nice properties Sloppy quorum
R+W>N If R+W > N, we can’t have both fast local reads and writes at the same time if all the data centers are equal peers?
Network Partitions
Trivial Network Partitions
Sometimes we need global state / more consistency Unique key constraints User registration ACL changes Are we surprising the user? read-your-own-writes
Could it be the case that… uptime( CP + average developer )    >=  uptime( AP + average developer ) where uptime:= system is up and non-buggy?
Predictions JSON will be the most popular building block for non-relational data models Tunable consistency in all the products Some SQL in these products!
Questions?Thank you dwight@10gen.com @dmerr dmerr.tumblr.com @mongodb Download : www.mongodb.org 10gen is hiring in SF and NYC – info@10gen.com

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NOSQL Session GlueCon May 2010

  • 1. NoSQL : Channeling the Data Explosion Dwight MerrimanCEO, 10gen @dmerr dmerr.tumblr.com GlueCon 2010
  • 2. The database world is changingNo longer one-size-fits-all
  • 3. NoSQL = Non-relational next generation operation data stores and databases
  • 4. Scaling Out no joins + light transactional semantics = horizontally scalable architectures
  • 5. Why? cloud commodity http://www.globalnerdy.com/2007/09/07/multicore-musings/
  • 6. How the NoSQL Products Vary What’s the same No joins No complex transactions What varies Scale-out model Consistency model Data model
  • 7. Scaling Out distribution & query models Consistent hashing Order preserving range chunking Scatter gather
  • 8. Data models no joins + light transactional semantics = horizontally scalable architectures Important side effect : new data models = improved ways to develop apps
  • 9. Data Models Key/value Column-oriented “bigtable-style” Document-oriented (JSON)
  • 10. Data Models { title: ‘Too Big to Fail’, author: ‘John S’, ts: Date(“05-Nov-09 10:33”), comments: [ { author: 'Ian White', comment: 'Great article!' }, { author: 'Joe Smith', comment: 'But how fast is it?', replies: [ {author: 'Jane Smith', comment: 'scalable?'} ] } ] ], tags: [‘finance’, ‘economy’] }
  • 11. { title: ‘Too Big to Fail’, author: ‘John S’, ts: Date(“05-Nov-09 10:33”), comments: [ { author: 'Ian White', comment: 'Great article!' }, { author: 'Joe Smith', comment: 'But how fast is it?', replies: [ {author: 'Jane Smith', comment: 'scalable?'} ] } ] ], tags: [‘finance’, ‘economy’] } db.posts.find( { tags : ‘economy’ } ) .sort({ts:-1}).limit(10).skip(10) db.posts.find( { “comments.author” : “Ian White” } )
  • 13. CAP It is impossible in the asynchronous network model to implement a read/write data object that guarantees the following properties:• Availability• Atomic consistency in all fair executions (including those in which messages are lost).
  • 14. Consistency Models - CAP Choices are AP or CP Write Availability, not Read Availability, is the Main Question It’s not all about CAP Eventual consistency makes these non-availability aspects better: Multi data center Speed Even load distribution
  • 16. Eventual Consistency Read(x) : 1, 2, 2, 4, 4, 4, 4 …
  • 17. Could we get this? Read(x) : 1, 2, 1, 4, 2, 4, 4, 4 …
  • 18. Terms R W N R+W>N has nice properties Sloppy quorum
  • 19. R+W>N If R+W > N, we can’t have both fast local reads and writes at the same time if all the data centers are equal peers?
  • 22.
  • 23. Sometimes we need global state / more consistency Unique key constraints User registration ACL changes Are we surprising the user? read-your-own-writes
  • 24. Could it be the case that… uptime( CP + average developer ) >= uptime( AP + average developer ) where uptime:= system is up and non-buggy?
  • 25. Predictions JSON will be the most popular building block for non-relational data models Tunable consistency in all the products Some SQL in these products!
  • 26. Questions?Thank you dwight@10gen.com @dmerr dmerr.tumblr.com @mongodb Download : www.mongodb.org 10gen is hiring in SF and NYC – info@10gen.com