Why High‑QPS Systems Move from JSON to Efficient Binary Serialization
A flame‑graph reveals that in high‑throughput services only about 30% of CPU time is spent on business logic while the rest is consumed by serialization, prompting a step‑by‑step evolution from flexible JSON to compact binary formats, zero‑copy techniques, and selective compression to keep costs under control at tens of millions of requests per second.
