Principal Software Engineer
William Zhao
William Zhao joined Red Hat in 2021. William Zhao is a Principal Software Engineer working on enabling Data Processing Units (DPUs) and SmartNICs within the Red Hat ecosystem including OpenShift. He is currently an individual contributor in the Network Hardware Enablement (NHE) team.
William Zhao's contributions
Article
How DRA can improve the performance of distributed LLM inference workloads with RDMA and SR-IOV
This article explains how dynamic resource allocation (DRA) improves the performance of distributed LLM inference workloads by aligning GPU and network interface topologies. Traditional Kubernetes device plugins often assign GPUs and SR-IOV virtual functions (VFs) that are not on the same PCIe root, causing suboptimal RDMA bandwidth and increased latency for disaggregated architectures like llm-d.
Article
How to integrate Senao SX904 into an OpenShift cluster
Learn how to integrate Senao SX904 into an OpenShift cluster to deploy virtual machine workloads at the edge.
Article
How to install RHEL on the Marvell Octeon 10 DPU
This article guides you through the steps to install Red Hat Enterprise Linux on the Marvell Octeon 10 DPU.
How DRA can improve the performance of distributed LLM inference workloads with RDMA and SR-IOV
This article explains how dynamic resource allocation (DRA) improves the performance of distributed LLM inference workloads by aligning GPU and network interface topologies. Traditional Kubernetes device plugins often assign GPUs and SR-IOV virtual functions (VFs) that are not on the same PCIe root, causing suboptimal RDMA bandwidth and increased latency for disaggregated architectures like llm-d.
How to integrate Senao SX904 into an OpenShift cluster
Learn how to integrate Senao SX904 into an OpenShift cluster to deploy virtual machine workloads at the edge.
How to install RHEL on the Marvell Octeon 10 DPU
This article guides you through the steps to install Red Hat Enterprise Linux on the Marvell Octeon 10 DPU.
