~/talks

Wei Huang

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titleconferencedate
Topology-Aware Scheduling for AI Training & Inference With KueueKubeCon + CloudNativeCon Japan 20262026-07-29
Kueue proves capable as a quota-and-scheduling layer for a migration from bespoke infra to Kubernetes but requires concrete TAS extensions: a multi-layer TAS…
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Plumbing SDXI into Linux: From DMA Engine to User‑Space OffloadsLinux Plumbers Conference 20252025-12-11
SDXI extends DMA engines to handle multiple address spaces and user‑space ownership via PASID/AKEY validation and 64‑byte descriptors with vendor extension…
Talk
Turning PCIe Hints into Cache Hits: Enabling Smart Data Cache Injection in LinuxLinux Plumbers Conference 20252025-12-11
AMD’s Smart Data Cache Injection (SDCI uses PCIe TLP Processing Hints to steer inbound DMA into the consumer CPU’s L2 cache; Linux adds a new ACPI _DSM…
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A Comparative Analysis of Kueue, Volcano, and YuniKornKubeCon + CloudNativeCon Europe 20252025-04-01
Compares Kueue, Volcano, and Apache YuniKorn with concrete benchmarks: 10,000-pod workloads across patterns (many single-pod jobs, few multi-pod jobs, gang…
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LoopDelta: Embedding Locality-aware Opportunistic Delta Compression in Inline...USENIX ATC '232023-07-10
LoopDelta embeds delta compression into inline deduplication and implements four concrete techniques: dual-locality-based similarity tracking, locality-aware…
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Tutorial: Unleash the Full Potential Of Kubernetes Scheduler: Configuration, Extension And Operation In ProductionKubeCon + CloudNativeCon North America 20222022-10-24
kube-scheduler internals and actionable knobs: shows a live demo that deploys a second scheduler with two profiles on a 3-worker kind/Minikube cluster and…
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SIG-Scheduling Deep DiveKubeCon + CloudNativeCon North America 20222022-10-24
Overview of concrete scheduler changes and runnable tools: config now supports a multi-point extension so enabling plugins is just a name list (available in…
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Keynote: Eco-bank's Data Cloud NativeKubeCon + CloudNativeCon + Open Source Summit China 20212021-12-09
Don’t miss out! Join us at our next event: KubeCon + CloudNativeCon Europe 2022 in Valencia, Spain from May 17-20. Learn more at https://kubecon.io The…
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SIG-Scheduling Intro and Deep DiveKubeCon + CloudNativeCon North America 20212021-10-11
Overview of kube-scheduler internals and concrete knobs: how the cache, queue, plugin-based scheduling framework and binding flow pick nodes; plugin examples…
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Analysis of AMD HW-assisted vIOMMU Implementation and PerformanceKVM Forum 20212021-09-15
Prototype implements AMD hardware-assisted vIOMMU with QEMU amd_vio device model, host IOMMU driver changes and a guest v2 page-table path; code is pushed as…
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SIG Scheduling Deep DiveKubeCon + CloudNativeCon North America 2020 Virtual2020-11-17
Kube-Scheduler now exposes a pluggable framework and a component config API that enables scheduling profiles (since 1.18) so one cluster image can run multiple…
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AMD-vIOMMU: A Hardware-assisted Virtual IOMMU TechnologyKVM Forum 20202020-10-28
Describes a hardware-assisted AMD vIOMMU that replaces slow shadow host tables with nested IO page tables so guests use v2 I/O page tables (IOVA→GPA) while the…
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Intro: Scheduling SIGKubeCon + CloudNativeCon North America 20192019-11-18
Explains the scheduler’s actual workflow: informer-based cache, priority queue, optimistic binding with asynchronous HTTP bind calls, and filter+score phases…
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