sharding


layout: pattern
title: Sharding
folder: sharding
permalink: /patterns/sharding/
categories: Behavioral
tags:

  • Performance

– Cloud distributed

Intent

Sharding pattern means divide the data store into horizontal partitions or shards. Each shard has the same schema, but holds its own distinct subset of the data.
A shard is a data store in its own right (it can contain the data for many entities of different types), running on a server acting as a storage node.

Class diagram

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Applicability

This pattern offers the following benefits:

  • You can scale the system out by adding further shards running on additional storage nodes.
  • A system can use off the shelf commodity hardware rather than specialized (and expensive) computers for each storage node.
  • You can reduce contention and improved performance by balancing the workload across shards.
  • In the cloud, shards can be located physically close to the users that will access the data.

Credits

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