Network-Aware Batching
Definition
Requests are batched considering transmission effort.
The descriptive term refers to a batching strategy that considers data volume, network latency, and recipients. It does not denote a single standardized algorithm.
Simply explained
Several small deliveries are combined into a suitable shipment.
Why it matters in practice
This can reduce frequent network calls and improve throughput.
Example from business
Hypothetical: A service collects short requests to the same worker into a limited package.
Limits and pitfalls
- Collecting for too long increases waiting time. Large packages can exceed limits or overload memory.
Origin & history
The idea originates from distributed processing and performance-oriented batching.
Use in mid-sized companies
- SMEs can check slow integrations for avoidable single transmissions.
Frequently asked questions
Is the largest batch size always optimal?
No, response time and utilization must be balanced.
Sources
- Dynamic Batcher, grundlegende Bündelungsmechanismen — · NVIDIA Triton: Dynamic Batcher, grundlegende Bündelungsmechanismen —
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