Benchmarking and tuning gRPC services for high-throughput, low-latency microservices communication.
Key Learnings:
- HTTP/2 Multiplexing: Enables sending multiple requests and responses concurrently over a single TCP connection, reducing handshake overhead by 80%+.
- Protocol Buffers: Binary encoding is 3-10x faster to serialize/deserialize than JSON and has a much smaller payload footprint.
- Connection Pooling: In Go, client connections should be shared or pooled across goroutines to prevent active TCP connection thrashing.
- Keepalive Pings: Setting up client-side and server-side keepalive parameters keeps connections warm and quickly catches dead TCP sockets.
- Message Compression: Gzip/Snappy compression reduces network bandwidth but trades CPU cycles. Only compress larger payloads (>100KB).