March 10, 2024 5 min read
The Future of AI Architecture
How event-driven microservices are enabling the next generation of AI applications.
#AI
#Architecture
#Microservices
The landscape of AI architecture is shifting rapidly. As models grow larger and inference demands increase, the traditional monolithic serving patterns are becoming obsolete.
The Event-Driven Shift
By decoupling inference services from the main application via event streams (like Apache Kafka or Amazon EventBridge), we can achieve:
- Async Processing: Removing blocking calls from the critical path.
- Elastic Scalability: Scaling inference workers independently of the web tier.
- Resilience: Buffering requests during traffic spikes.
Z
WRITTEN_BY
Zonily Jame
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