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NOSQL
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NOSQL Not Only SQL 4 Categories More than the traditional database
Document Based Key Value Based Column-based Graph-based
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Uses for NoSQL
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Why NOSQL Google Mail, Yahoo Mail Facebook/Instagram
Last volume of users, s as well as large storage need SQL system provides too many services Structured data might be too restrictive Facebook/Instagram Millions of users submitting posts Images Videos Posts Limited users can see these posts
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Google – Big Table Written in Java
Maps to row key and column key and a timestamp Sparse, distributed multi-dimensional stored map Scalable into the petabyte range with hundreds or thousands of machines Bases for Hbase on HDFS
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Amazon - DynamoDB Used for Amazon cloud service
This is key-value data store
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Facebook - Cassandra Supports both key-valued stores and column-bases system
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NOSQL Family Tree Clustrix.com
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Characteristics of NOSQL Systems
Scalability Horizontal or vertical NOSQL - horizontal scalability Vertical – adding storage Need to be able to extend vertically while system online Availability, Replication and eventual Consistency Data is backed up in multiple nodes Update is difficult over multiple node Consistency is delayed
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Characteristics of NOSQL Systems cont.
Replication Models Master – Slave Master – Master Sharding of Files Horizontal partitioning File are spread between multiple nodes. High-Performance Data Access Hashing Key fore fast access
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NOSQL Data Model Not Requiring a Schema Less Powerful Query Language
semi-structured, self describing data Less Powerful Query Language Via Program API CRUD operation – Create, Read , Update, Delete SCRUD operation – Search, Create, Read , Update, Delete Versioning Storage of multiple versions of data
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CAP Theorem Consistency (among replicated copies) – consistency of data stored in multiple node, but necessarily other consistency. Availability (for read and write) – either read or write is processed or error message is sent Partition Tolerance (Nodes are partitioned due to network fault)
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MongoDB
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MongoDB
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MongoDB
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MongoDB
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