Huamin Chen

Thinker, tinker, twitter.

[Red Hat AI @RedHat_AI]

[vLLM Office Hours #34] AI-Powered vLLM Semantic Router - October 09, 2025 https://t.co/tMclEtaOG2

[Emerging Technologies Papers @ETN]

When to Reason: Semantic Router for vLLM. https://t.co/uuh0sqWIth

[Red Hat AI @RedHat_AI]

Next Thursday, October 3, join us for bi-weekly @vllm_project office hours to learn about the new AI Powered vLLM Semantic Router.

GitHub: https://t.co/tqHesjOXKd

Register for office hours: https://t.co/X8hAHYRBgT

[Jason Meaux @JasonMeaux]

Talks and demos will include:

• Getting started w/ vLLM — @wattsteve (PyTorch ambassador)
• Intermediate vLLM: PagedAttention, quant, spec decode, continuous batching — @luka_govedic (vLLM core)
• vLLM Semantic Router — Huamin Chen @root_fs (project creator)
• Scaling w/ llm‑d — Greg Pereira (maintainer)

[Red Hat AI @RedHat_AI]

New on the Red Hat Developer blog: vLLM Semantic Router – Improving Efficiency in AI Reasoning

An open source router that sends the right query to the right model, reducing cost and latency while maintaining accuracy.

Read here: https://t.co/egzeam4FHa

[Red Hat AI @RedHat_AI]

Austin friends - we’ve got something special coming up on Wednesday, September 17 at @CapitalFactory!

PyTorch ATX + vLLM are teaming up for a joint meetup. Over 200 folks are already signed up, and there’s still a few spots left. Come hang out, learn, and meet others building with LLMs. Here’s what’s on the agenda:

1⃣ Getting started with vLLM inference - Steve Watt, PyTorch ambassador (@wattsteve)
2⃣ Intermediate vLLM: PagedAttention, quantization, speculative decoding & more - Luka Govedič, vLLM committer (@luka_govedic)
3⃣ Semantic Router: Auto-reasoning router for efficient mixture-of-models inference – Huamin Chen, project creator (@root_fs)
4⃣ Scaling vLLM with Kubernetes + llm-d - Greg Pereira, maintainer

Sign up here: https://t.co/FPNaAoBXII

Please help us share the event 🙏

[Red Hat Community @redhatopen]

Next up in emerging tech - @somalley108 shows us how she uses Project Kepler to monitor power consumption in resource-constrained edge devices: https://t.co/Jdf8jTukin

[Daniel Oh @danieloh30]

In this episode of Technically Speaking with @kernelcdub, we explore the possibilities of more sustainable #cloudnative workloads with @KeplerProject and its co-founder @root_fs. Watch Now: https://t.co/s6zqYhvQva

[Huamin Chen @root_fs]

@sebi2706 @SimonHiker friends of kepler will help friends using kepler :D
please open GH issue when you hit one

[Red Hat Community @redhatopen]

What's next in green computing? @piparul and @root_fs explain the ins and outs of Project Kepler, the CNCF sandbox project that is bringing power monitoring to Kubernetes and beyond! https://t.co/Gu0NXEWX0t

[The New Stack @thenewstack]

The five steps to deploy #cloudnative sustainable foundation #AI models starts with the obvious two: #containers to manage the workloads and #Kubernetes to deploy across a distributed infrastructure. We talked about all the steps with @root_fs of @redhat. https://t.co/YX7KiUFQCh

[Huamin Chen @root_fs]

Kepler in #CNCF sandbox now https://t.co/oEb3nd87wk

[Jorge Palma @jorgefpalma]

@johanngyger @CaraDelia @root_fs Absolutely agree, I can say at least the folks talking today genuinely care. On the Microsoft and Azure side, we're doubling down in this space, more right after this and throughout summer!

[Huamin Chen @root_fs]

https://t.co/umpueZzoWQ

#CloudNativeCon #kedacore #Sustainability

[project_kepler @KeplerProject]

Get ready to explore sustainable computing with Kepler - the Kubernetes-based Efficient Power Level Exporter! Listen to an insightful conversation with @root_fs on Cloud7's Red Hat series. #sustainablecomputing #Kepler #Kubernetes

https://t.co/8g2nziqErG

[Gordon Haff @ghaff]

@root_fs of #redhat talks Project Kepler and measuring power usage at #KubeCon

[Huamin Chen @root_fs]

Accelerate Sustainable Computing with Community Collaboration - Cara Delia, Principal Community Architect Financial Services and Sustainability, Red Hat & Huamin Chen, Senior Principal Software Engineer, Red Hat at KubeCon + CloudNativeCon Europe 2023 https://t.co/u8Ar7sf6xF

[CNCF TAG Environmental Sustainability @CNCFEnvTAG]

THIS WEDNESDAY is the next meeting.

We will have Kepler (https://t.co/YIBOVmzvI9) presenting for the first half hour followed by KubeCon prep discussions.

[Cloud Native Now @ContainerJrnl]

At #MobileWorldCongress, Red Hat and IBM Research launched an open source project to capture power usage metrics from #Kubernetes clusters.
https://t.co/328z3vfbo3

[Steven Dickens @StevenDickens3]

Great to get an impromptu briefing from @RedHat on how operators are able to deploy K8S packaged workloads to the far edge using Microshift, Podman or OpenShift.

Will hopefully be getting more details.

#MWC23 #redhat