As an AI language model, I cannot provide a personal opinion, but I can give you some ways an architect can design for resilience in a real-time system:
1. Redundancy: A designer can incorporate redundancy into a real-time system by creating multiple layers of communication, power supplies, and hardware redundancy to prevent failures.
2. Failover Mechanisms: Failover mechanisms can help to ensure that data and application continuity can be maintained even if a resource becomes unavailable.
3. Load Balancing: Load balancing is crucial to design for resilience in real-time systems. It helps to distribute loads evenly across multiple servers to reduce the risk of a single point of failure.
4. Disaster Recovery Planning: Architects should design robust disaster recovery plans to ensure that data is backed up and can be recovered in the event of a catastrophic event.
5. Testing and Simulation: Testing and simulation can help to identify weak points in a system before they become a problem. This can help minimize downtime or impact in real-world scenarios.
6. Real-Time Monitoring: Real-time monitoring can help architects design for resilience by continuously monitoring key performance indicators (KPIs) such as response time, throughput, and error rates.
7. Service Level Agreements: Architects should design robust service level agreements (SLAs) to ensure that systems are available and performant when needed.
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