~/talks

Lei Zhang

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USEC: A User-Requirement-Driven Mandatory Access Control Framework for Operating Systems20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Implements a Linux security extension that anchors policies at protected files, sockets and device nodes instead of process domains, compiles those templates…
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Empowering Children to Create AI-Enabled Augmented Reality ExperiencesUIST 20252025-09-28
Capybara is an AR visual programming environment that lets children create and animate 3D characters using speech-to-3D generative models, record movements…
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Enhancing Runtime Reliability in LLM Training via Fine-Grained Observability@Scale: Networking 20252025-08-13
Large-scale LLM training runs on tens of thousands of GPUs for days or weeks and is fragile to tiny faults. The team builds Minder, an unsupervised VAE+LSTM…
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Graphitron: A Domain Specific Language for FPGA-Based Graph Processing Accelerator(…)LCTES 20252025-06-16
Graphitron is a DSL that compiles graph code to HLS-based FPGA kernels (evaluated on a Xilinx U280), auto-infers processing paradigm and applies burst…
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Minder: Faulty Machine Detection for Large-scale Distributed Model TrainingNSDI '252025-04-28
Minder is an automated faulty-machine detector deployed for over a year on thousand‑machine distributed training jobs; it builds per‑metric parametric models…
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Dynamic Scaling of GPUs for Container Apps with Composable Disaggregated...Open Source Summit Japan + AI_dev 20242024-10-28
Built a working system that composes PCIe/CXL-attached GPUs on demand and hooks into Kubernetes autoscaling: Composable Disaggregated Infrastructure (CDI), a…
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The Benefit of Hindsight: Tracing Edge-Cases in Distributed SystemsNSDI 20232023-04-17
Proposes retroactive sampling and an implementation, Hindsight, that traces every request into a fixed-size buffer pool in shared memory but only ingests…
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Embedded Systems DesignCODES+ISSS 20222022-10-07
Amphis claims a semi‑supervised adversarial controller can directly generate Pareto‑optimal hardware configurations for reconfigurable processors, avoiding…
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Keynote: How You Can Create a CNCF ProjectKubeCon + 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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Predictions from the Technical Oversight Committee (TOC)KubeCon + CloudNativeCon Europe 20212021-05-04
Predictions from the TOC map to concrete actions: Kubernetes SIGs are renamed SIGs renamed to TAGs to remove confusion, and sandbox counts show real churn — 2…
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App Delivery in Cloud Native: Where are We? What's Next?KubeCon + CloudNativeCon Europe 20212021-05-04
A landscape walkthrough that shows a working potato head demo wiring a single app through Helm Flux2 Argo CD, Rollouts, KubeVela, Gimlet, Litmus Chaos and…
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Navigating the App Delivery Landscape While Solving Everyday ProblemsKubeCon + CloudNativeCon North America 2020 Virtual2020-11-17
Live demo shows a one-service "potato head" app implemented with raw Kubernetes manifests, a Helm chart, flux git-operator syncing commits to a cluster, Argo…
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When is the Cache Warm? Manufacturing a Rule of ThumbHotCloud '202020-07-13
Derives a simple rule-of-thumb formula that estimates cache warm-up time using only cache size and a tolerance parameter, validated by simulation on CDN and…
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Fast and Efficient Container Startup at the Edge via Dependency Scheduling3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge '20)2020-06-25
Container startup time is dominated by image pulls (average ~20s from a cloud repo), so the system treats image layers as dependency units and schedules pods…
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Introduction to the CNCF App Delivery SIGKubeCon + CloudNativeCon North America 20192019-11-18
SIG explains concrete outputs and next steps for app delivery: a dictionary/white paper of cloud native application delivery, an application delivery model…
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Workshop on Defining a Reference Model for Cloud-Native Application DeliveryKubeCon + CloudNativeCon North America 20192019-11-18
Proposal of a layered reference model that pins down what “application” means (metadata + resource graph) and where projects actually sit: application…
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Some Lessons We Learned from Moving E-business Giant to Cloud NativeKubeCon + CloudNativeCon + Open Source Summit China 20192019-06-24
Alibaba migrates legacy apps onto Kubernetes and proves production scale: nearly a million containers across ~100 datacenters and over a million containers in…
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Some Lessons We Learned from Moving E-business Giant to Cloud NativeKubeCon + CloudNativeCon China 20192019-06-24
Alibaba migrates core e‑business to Kubernetes (ACK) with an ELISA clouds layer, running ~1M containers across 100+ datacenters and ~10 large clusters…
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Deep Dive: Virtual KubeletKubeCon + CloudNativeCon Europe 20192019-05-20
Virtual Kubelet registers as a fake node and reconciles pods via a provider interface implemented with client‑go and shared informers, exposing HTTP endpoints…
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Surviving Serverless Battle By Secure Runtime, CRI and RuntimeClassKubeCon + CloudNativeCon Europe 20192019-05-20
Claims that CRI plus RuntimeClass let Kubernetes run different secure runtimes per pod and that mapping a CRI matrix to RuntimeClass is the practical way to…
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Embracing Upstream Kubernetes in Web Scale OrganizationKubeCon + CloudNativeCon Europe 20192019-05-20
Runs single clusters of >5,000 nodes (targeting 10k) using virtual clusters with tenant control planes and a virtual node engine proxy so many tenants share…
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More Than Secure: Containerd + KataContainers as Kubernetes RuntimeKubeCon + CloudNativeCon China 20182018-11-13
Refactors KataContainers into a containerd plugin that implements the CRI v2-style shim so Kubernetes can pick VM-isolated runtimes per pod via runtimeClass…
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Shader Toolchain: HLSL in Vulkan2018 Vulkan Montreal Dev Day2018-04-30
Support for HLSL into Vulkan now uses DXC + spirv-opt to front end, legalize, optimize and verify SPIR‑V with prebuilt binaries available. The pipeline…
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A Tightly Coupled Light Weight Neural Network Processing Units With RISC V Core7th RISC-V Workshop 20172017-11-28
A tightly coupled neural accelerator integrates with a Rocket RISC‑V core via custom RISC‑V coprocessor instructions and a shared L1/cache interface and…
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Success of CRI: Bringing Hypervisor Based Container to Kubernetes [I]CloudNativeCon + KubeCon Europe 20172017-03-29
Hypervisor-based container runtime (HyperContainer) plugs into Kubernetes via CRI and ships three components: hyperd (OCI-compatible hypervisor shim)…
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Technical View: Comparison of Container Orchestration and Management SystemsKubeCon + CloudNativeCon North America 20162016-11-08
Compares Kubernetes, Swarmkit (Docker), and Mesos by implementation details: Kubernetes uses control loops and modular master/worker binaries with pods as the…
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