Orchestration
Orchestration refers to the coordination and management of various components within a system to achieve a unified outcome. In the context of technology, particularly in data management and microservices, orchestration involves directing the interactions between different services or agents to ensure they work together seamlessly. This process is akin to a conductor leading an orchestra, where each musician plays their part in harmony. Orchestration is essential for optimizing workflows, enhancing efficiency, and enabling complex systems to function effectively, especially as organizations increasingly rely on cloud-based solutions and sophisticated AI agents to handle diverse tasks.
The What, Why, And When of Data Orchestration
When most people hear the word orchestration, they envision an orchestra playing a symphony. At the front of every orchestra stands a conductor with his waving arms who prompts all the instruments in…...
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Orchestration and choreography
How do microservices collaborate and interact with each other? There are two ways: orchestration and choreography The diagram below illustrates the collaboration of microservices. Choreography is like...
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Multi-Agent Systems: Exploring Agent Orchestration
Discover how common orchestration patterns can help create robust and reliable AI agents Photo by Kazuo ota on Unsplash Introduction When we use AI in our daily life, we often follow the “one-prompt ...
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Orchestration-based sagas
In this case, we'll need a message broker to handle communication between our services, and an orchestrator that would coordinate the saga. Our order service would send a request to the orchestrator, ...
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Microservice Orchestration vs. Choreography
How event-driven architecture helps decouple your app Continue reading on Better Programming
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Data Pipeline Orchestration
DataOps teams use Data Pipeline Orchestration as a solution to centralize administration and oversight of end-to-end data pipelines. It is important to manage data pipelines right as it affects…
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The Tools Landscape for LLM Pipelines Orchestration (Part 1)
Micro-orchestration VS Macro-orchestration
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The Tools Landscape for LLM Pipelines Orchestration (Part 2)
Autonomous Agentic Frameworks
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Workflow Orchestration vs. Data Orchestration — Are Those Different?
Workflow Orchestration vs. Data Orchestration — Are Those Different? Let’s disambiguate the terms to understand workflow orchestration better — with a real-life analogy! Photo by Artem Podrez from Pe...
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Making an Orchestrator From Scratch With Rust
Building a way to handle queries and searches in multiple servers while also being able to turn the servers on In the context of microservices, an orchestrator is the brain of the system, which distr...
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Understanding container orchestration
Some of the containers' benefits only become apparent when you are using a container orchestrator to manage them. An orchestrator keeps track of all the nodes that will be running your workload, and i...
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Microservices Orchestration Best Practices and Tools
(credits: thedigitaltransformationpeople) Software Architecture Patterns Optimizing microservices communication and coordination through orchestration pattern with an example in C Welcome to the excit...
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