Cluster-Based Architecture

Cluster-based Architecture - Dart

The Cluster-based Architecture pattern distributes workload across a group of identical worker nodes (clusters) to improve performance, scalability, and fault tolerance. Each cluster performs the same tasks independently, allowing for parallel processing. A central dispatcher (or load balancer) routes requests to …

Cluster-based Architecture - Scala

The Cluster-based Architecture pattern involves distributing application components across multiple machines (a cluster) to achieve scalability, fault tolerance, and high availability. In this Scala example, we simulate a simple cluster with worker nodes performing tasks and a master node distributing them. We use …

Cluster-based Architecture - PHP

The Cluster-based Architecture pattern distributes application components across multiple servers (a “cluster”) to improve performance, reliability, and scalability. Each server within the cluster typically runs the same code and shares the workload. Requests are routed to available servers using a load …

Cluster-based Architecture - Ruby

The Cluster-based Architecture pattern distributes workload across multiple identical nodes (clusters) to improve performance, scalability, and fault tolerance. Each cluster handles a subset of the overall task. This example simulates a simple web request processing system with three clusters. A RequestDistributor …

Cluster-based Architecture - Swift

The Cluster-based Architecture pattern organizes components into independent, interchangeable “clusters” each managing a specific aspect of the application. This promotes modularity, scalability, and easier maintenance. A central coordinator or manager (often a facade) interacts with these clusters, shielding the core …

Cluster-based Architecture - Kotlin

The Cluster-based Architecture pattern involves grouping similar objects—called clusters—together and treating each cluster as a single unit. This improves performance by reducing the scope of operations and enabling parallel processing. It also aids in scalability and management. In this Kotlin example, Worker …

Cluster-based Architecture - Rust

The Cluster-based Architecture pattern distributes tasks across a collection of independent worker nodes (a cluster) to achieve parallelism and potentially fault tolerance. Each worker handles a subset of the overall workload. This example demonstrates a simple cluster for calculating the sum of squares of numbers. A …

Cluster-based Architecture - Go

The Cluster-based Architecture pattern distributes application components across multiple interconnected nodes (a “cluster”) to improve scalability, reliability, and resource utilization. This allows for handling increased load and provides redundancy in case of failures.

This Go example simulates a simple …

Cluster-based Architecture - C

The Cluster-based Architecture pattern involves grouping similar components (clusters) to handle tasks, enhancing modularity and potential for parallelism. This example simulates a worker pool using a cluster of worker threads. A central task queue holds work items, and worker threads pull from the queue and process …

Cluster-based Architecture - C++

The Cluster-based Architecture pattern organizes components into independent groups (“clusters”) to manage complexity and facilitate independent development, deployment, and scaling. Each cluster encapsulates related functionality and exposes a well-defined interface to other clusters. This promotes loose …