Technical Model

Actor Model

The Actor model is a programming paradigm that enables concurrent and distributed systems to be designed and implemented more easily. In the Actor model, computation is modeled as a collection of independent actors that communicate with each other by sending messages.
An actor is a unit of computation that can receive messages, perform computations, and send messages to other actors. Each actor has its own internal state, which can be accessed only by the actor itself. Actors can create new actors, and each actor has a unique address or identifier that other actors can use to send messages to it.
In the Actor model, message passing is the primary means of comm
unication between actors. When an actor receives a message, it can perform some computation and then send messages to other actors, including the original sender. Actors can also send messages to themselves, which can be used for scheduling future work or for implementing timeouts.
One of the main benefits of the Actor model is that it simplifies the design of concurrent and distributed systems. Because each actor has its own internal state, there is no need for locks or other synchronization mechanisms to coordinate access to shared resources. This can make it easier to reason about the behavior of a system and to avoid race conditions and deadlocks.
Another advantage of the Actor model is that it can be used to build highly scalable systems. Because actors are independent and communicate only by message passing, it is easy to add or remove actors as needed to handle changes in the load on the system.

Service Bus and Publisher - NetMQ

NetMQ is a software library that provides tools for enabling efficient and reliable communication between applications over computer networks. It offers various messaging patterns, such as request-reply, publish-subscribe, and push-pull, among others. With NetMQ, developers can implement messaging functionality in their applications, allowing them to communicate with other applications or services seamlessly.
A service bus is an architectural pattern that provides a central messaging system for different applications or services to communicate with each other. The service bus acts as an intermediary, routing messages between applications and providing useful features like message queuing, transformation, and routing. This allows for loosely coupled communication between applications and services, making it easier to maintain and scale distributed systems.
In the context of messaging patterns like publish-subscribe, a publisher is an application or component that sends messages to a messaging system or service bus. The publisher is responsible for publishing messages to a specific topic or channel, which subscribers can then consume. This allows for broadcasting messages to multiple recipients in a scalable and efficient way.
In summary, NetMQ, service bus, and publisher are all tools and patterns that help facilitate communication between applications or services in a distributed system. They enable developers to build scalable and reliable systems that can handle complex messaging scenarios.
Last modified 2mo ago