yousuf64 / data-service

POC data service layer for reducing database node hotspots (inspired by Discord architecture)

Proof of Concept: Request coalescing middleware for reducing database node hotspots during traffic spikes

Components

messages-api

• Directly performs data mutations on the scylla database cluster.
• Forwards query requests to the message-query-service via the envoy-load-balancer.

envoy-load-balancer

• Routes requests to the appropriate node based on the x-route-key in the request header.

message-query-service

• For each incoming query, spawns a worker to fetch results from the database and waits for the response.
• Subsequent queries with identical parameters within a specified time frame are subscribed to the existing worker, significantly reducing traffic to the database.
• Once the worker fetches the result from the database, it returns the result to all subscribers.
• The service is horizontally scalable.
• While scaling, some partitions may be reallocated, but this does not impact ongoing workers or results as the service is designed to be stateless.