The Surprising gRPC Client Bottleneck in Low-Latency Networks

59 eivanov89 10 7/23/2025, 1:23:20 PM blog.ydb.tech ↗

Comments (10)

yuliyp · 5h ago
If you have a single TCP connection, all the data flows through that connection, ultimately serializing at least some of the processing. Given that the workers are just responding with OK, no matter how many CPU cores you give to that you're still bound by the throughput of the IO thread (well by the minimum of the client and server IO thread). If you want more than 1 IO thread to share the load, you need more than one TCP connection.
lacop · 2h ago
Somewhat related, I'm running into a gRPC latency issue in https://github.com/grpc/grpc-go/issues/8436

If request payload exceeds certain size the response latency goes from network RTT to double that, or triple.

Definitely something wrong with either TCP or HTTP/2 windowing as it doesn't send the full request without getting ACK from server first. But none of the gRPC windowing config options nor linux tcp_wmem/rmem settings work. Sending one byte request every few hundred milliseconds fixes it by keeping the gRPC channel / TCP connection active. Nagle / slow start is disabled.

littlecranky67 · 2h ago
sounds like classic tcp congestion window scaling delay. Sounds like your payload exceeds 10x initcwnd.
lacop · 2h ago
Doesn't initcwnd only apply as the initial value? I don't care that the first request on the gRPC channel is slow, but subsequent requests on the same channel reuse the TCP connection and should have larger window size. This works as long as the channel is actively being used, but after short inactivity (few hundred ms, unsure exactly) something appears to revert back.
littlecranky67 · 2h ago
Yes, in case of hot tcp connections congestion control should not be the issue.
lacop · 1h ago
Yeah that was my understanding too, hence I filed the bug (actually duplicate of older bug that was closed because poster didn't provide reproduction).

Still not sure if this is linux network configuration issue or grpc issue, but something is for sure broken if I can't send a ~1MB request and get response within roughly network RTT + server processing time.

eivanov89 · 2h ago
That's indeed interesting, thank you for sharing.
xtoilette · 4h ago
classic case of head of line blocking!
yuliyp · 3h ago
I don't think this is head-of-line blocking. That is, it's not like a single slow request causes starvation of other requests. The IO thread for the connection is grabbing and dispatching data to workers as fast as it can. All the requests are uniform, so it's not like one request would be bigger/harder to handle for that thread.
otterley · 2h ago
> First, we checked the number of TCP connections using lsof -i TCP:2137 and found that only a single TCP connection was used regardless of in-flight count.

It's head-of-line blocking. When requests are serialized, the queue will grow as long as the time to service a request is longer than the interval between arriving requests. Queue growth is bad if sufficient capacity exists to service requests in parallel.