Why Adaptive Request Concurrency mechanism is important?

Vector, a Rust-based observability data pipeline, faces challenges with mismatched upstream and downstream processing rates, often exceeding the capacity of databases like Elasticsearch or ClickHouse. Traditional static rate limiting fails to adapt to dynamic system conditions, leading to resource underutilization or overload. This blog introduces how Vector adjusts the request rate and maximizes resource utilization