Mastering Data Distribution and Redundancy in Elasticsearch
Core Concepts of Sharding
Elasticsearch achieves horizontal scalability and fault tolerance through a dual-layer architecture built on shards and replicas. Understanding how data is partitioned and duplicated across cluster nodes is fundamental to deploying robust search infrastructures.
A shard functions as an independant Lucene instance that ...
Posted on Wed, 17 Jun 2026 16:35:01 +0000 by ShogunWarrior
Redis Cluster Architecture and Data Distribution
Redis cluster addresses storage limitations by distributing data across multiple master-slave node groups. Unlike sentinel mode, where all nodes store complete datasets, cluster mode partitions data to reduce individual node pressure.
Data Partitioning Strategies
Hash Modulo Approach
This method applies a hash function to keys and uses modulo o ...
Posted on Tue, 19 May 2026 23:24:58 +0000 by phpion