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Cap'n Proto: Zero‑Copy Serialization Rewrites Protobuf

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Protocol Buffers has long dominated backend data exchange, trimming XML and JSON verbosity. Yet its marshalling still costs CPU cycles. Kenton Varda, the original author at Google, saw servers waste time copying data to network buffers. That insight sparked Cap'n Proto, a zero‑copy alternative for high throughput systems today everywhere.

Unlike Protobuf, Cap'n Proto eliminates encoding and decoding by making the wire format identical to the in‑memory layout. It relies on 64‑bit alignment, relative pointers, and the POSIX mmap syscall, letting the OS lazily load data via page faults and keeping parse time near zero for large datasets across microservices.

Zero‑copy also powers Promise Pipelining, a Level 3 RPC that chains calls into a single round‑trip. By sending promises as tokens, the server processes requests locally, bypassing network latency. The protocol also offers packed encoding to trim padding, and enforces bounds checks to guard against ASLR‑based attacks for secure inter‑service communication.