From the course: Leveraging Agentic AI in Cloud Computing: Strategy and Tool Optimization

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Scalable and resilient architectures

Scalable and resilient architectures

From the course: Leveraging Agentic AI in Cloud Computing: Strategy and Tool Optimization

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Scalable and resilient architectures

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- [Instructor] The future of AI agents in the cloud relies heavily on scalable and resilient architectures. This also supports growing demands and complexity. Let's talk about the major trends here. These architectures allow for dynamic resource allocations, providing the ability to scale up. This means that the AI agents can efficiently process large data sets and manage load fluctuations. This is done by leveraging the elastic capabilities of cloud platforms. Built-in failure and redundancy mechanisms are needed to ensure high availability and minimize downtime. This allows the agents to maintain operational continuity even during hardware failures or attack. A modular approach allows independent development and easier integration. This allows us to add new technologies, enhancing flexibility, maintainability, and adaptability of AI systems. Message-driven architectures enables AI agents to communicate efficiently. They…

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