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machnet
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microsoft / machnet

machnet

Machnet provides applications like databases and finance an easy way to access low-latency DPDK-based messaging on public cloud VMs. 750K RPS on Azure at 61 us P99.9.

2Distinct people
3Mentions
0Explicit recommenders
171GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Machnet provides applications like databases and finance an easy way to access low-latency DPDK-based messaging on public cloud VMs. 750K RPS on Azure at 61 us P99.9.

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 1:49:46 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by month3 dated mentions

Observed mentions: 2024-01-23 18:22:56 UTC to 2025-11-03 23:39:08 UTC.

0122024-01-01 00:00:00 UTC to 2024-02-01 00:00:00 UTC (exclusive): 2 mentions; 1 submissions, 1 commentsJan 20242024-02-01 00:00:00 UTC to 2024-03-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-03-01 00:00:00 UTC to 2024-04-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-04-01 00:00:00 UTC to 2024-05-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-05-01 00:00:00 UTC to 2024-06-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-06-01 00:00:00 UTC to 2024-07-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-07-01 00:00:00 UTC to 2024-08-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-08-01 00:00:00 UTC to 2024-09-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-09-01 00:00:00 UTC to 2024-10-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-10-01 00:00:00 UTC to 2024-11-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-11-01 00:00:00 UTC to 2024-12-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2024-12-01 00:00:00 UTC to 2025-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsDec 20242025-01-01 00:00:00 UTC to 2025-02-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-02-01 00:00:00 UTC to 2025-03-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-03-01 00:00:00 UTC to 2025-04-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-04-01 00:00:00 UTC to 2025-05-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-05-01 00:00:00 UTC to 2025-06-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-06-01 00:00:00 UTC to 2025-07-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-07-01 00:00:00 UTC to 2025-08-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-08-01 00:00:00 UTC to 2025-09-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-09-01 00:00:00 UTC to 2025-10-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-10-01 00:00:00 UTC to 2025-11-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2025-11-01 00:00:00 UTC to 2025-12-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsNov 2025

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Jan 20242024-01-01 00:00:00 UTC2024-02-01 00:00:00 UTC211
Feb 20242024-02-01 00:00:00 UTC2024-03-01 00:00:00 UTC000
Mar 20242024-03-01 00:00:00 UTC2024-04-01 00:00:00 UTC000
Apr 20242024-04-01 00:00:00 UTC2024-05-01 00:00:00 UTC000
May 20242024-05-01 00:00:00 UTC2024-06-01 00:00:00 UTC000
Jun 20242024-06-01 00:00:00 UTC2024-07-01 00:00:00 UTC000
Jul 20242024-07-01 00:00:00 UTC2024-08-01 00:00:00 UTC000
Aug 20242024-08-01 00:00:00 UTC2024-09-01 00:00:00 UTC000
Sep 20242024-09-01 00:00:00 UTC2024-10-01 00:00:00 UTC000
Oct 20242024-10-01 00:00:00 UTC2024-11-01 00:00:00 UTC000
Nov 20242024-11-01 00:00:00 UTC2024-12-01 00:00:00 UTC000
Dec 20242024-12-01 00:00:00 UTC2025-01-01 00:00:00 UTC000
Jan 20252025-01-01 00:00:00 UTC2025-02-01 00:00:00 UTC000
Feb 20252025-02-01 00:00:00 UTC2025-03-01 00:00:00 UTC000
Mar 20252025-03-01 00:00:00 UTC2025-04-01 00:00:00 UTC000
Apr 20252025-04-01 00:00:00 UTC2025-05-01 00:00:00 UTC000
May 20252025-05-01 00:00:00 UTC2025-06-01 00:00:00 UTC000
Jun 20252025-06-01 00:00:00 UTC2025-07-01 00:00:00 UTC000
Jul 20252025-07-01 00:00:00 UTC2025-08-01 00:00:00 UTC000
Aug 20252025-08-01 00:00:00 UTC2025-09-01 00:00:00 UTC000
Sep 20252025-09-01 00:00:00 UTC2025-10-01 00:00:00 UTC000
Oct 20252025-10-01 00:00:00 UTC2025-11-01 00:00:00 UTC000
Nov 20252025-11-01 00:00:00 UTC2025-12-01 00:00:00 UTC101

What Hacker News says

3 sources
It feels like you're not really trying, if you can't cite anything in genre with what you are talking about? I'd love to run off Google Falcon versus say Microsoft's Machnet. There's a ton of system resources dedicated to making machnet and dpdk fast, it comes with huge design tradeoffs & specially carefully crafted software architectures. Extreme software engineering effort. The glory of Falcon is that you don't need to rebuild your app stack from the bottom up like this: you're just going to get blitz fast insane utilization with incredibly low p99 for free from the system you have. https://github.com/microsoft/machnet I think you massively over-glorify the software side of things. There is a ton of potential absolutely to very carefully setup systems to get great goodput, no degredation. But it usually requires carefully built systems
Read the rest
& eternal vigilance in how you scale your software across cores. Or you could just have some hardware that routes replies directly to the place it needs to go. I don't get what feels like a weird fetishization you have with doing it in software, and it feels like you don't have any rigor about your criticism/can't cite any backing research/want to accuse everyone else of being super lazy.
In Falcon: A Reliable, Low Latency Hardware Transport
Hi all! We've built Machnet to provide an easy way for applications to reduce their datacenter networking latency via kernel-bypass (DPDK-based) messaging. Distributed applications like databases and finance can use Machnet as the networking library to get sub-100 microsecond tail network latency at high message rates, e.g., 750,000 1KB request-reply messages per second on Azure F8s_v2 VMs with 61 microsecond P99.9 round-trip latency. Machnet supports a variety of cloud (Azure, AWS, GCP) and bare-metal platforms, OSs and NICs, evaluated in https://github.com/microsoft/machnet/blob/main/docs/PERFORMA.... While there are several other DPDK-based network stacks, Machnet provides the following unique benefits: (1) Specifically designed for and tested on public cloud VM environments. (2) Multiple applications on the same machine can use Machne
Read the rest
t. (3) No need for DPDK expertise, or compiling the application with DPDK. Architecture: Machnet runs as a separate process on all machines where the application is deployed and mediates access to the DPDK NIC. Applications interact with Machnet over shared memory with a sockets-like API. Machnet processes in the cluster communicate with each other using DPDK. (In the past I'd built eRPC, discussed on HN here https://news.ycombinator.com/item?id=19418997. Machnet has an improved design that fixes several issues that we found made eRPC difficult to use in real applications.)
In Show HN: Easy DPDK-based messaging on cloud VMs with Machnet

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