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Engineering dependability and fault tolerance in a distributed system

High Scalability

You have to have a way of detecting resource availability, and to load-balance among redundant resources. For example, it doesn’t make sense simply to have a load balancer distributing requests among regions; the load balancer itself exists in some region and could become unavailable.

System 66
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Pushy to the Limit: Evolving Netflix’s WebSocket proxy for the future

Netflix Tech

The voice service then constructs a message for the device and places it on the message queue, which is then processed and sent to Pushy to deliver to the device. Once they receive the voice command, we allow them to make an authenticated call through apiproxy , our streaming edge proxy, to our internal voice service.

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Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture

Confluent

Rather, we apply different event planes to provide orthogonal aspects of system design such as core functionality, operations and instrumentation. Classic microservice concerns such as service discovery, load balancing, online-offline or anything else are solved natively by event streaming platform protocol.

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Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks

AWS Machine Learning - AI

While these systems can enhance inference accuracy and response efficiency by dynamically activating and coordinating agents, they also present critical challenges including potential bias, limited reasoning capabilities, and the need for robust oversight.