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William Wang

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Hash-based Folding SchemesProofs (Simons Institute)2025-07-11
Introduces interactive oracle reductions and a hash-based recipe using Merkle commitments plus Fiat–Shamir to compile IORs into succinct folding reductions…
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Cloud Native AI: Harness the Power of Advanced Scheduling for High-Performance AI/ML TrainingKubeCon + CloudNativeCon Europe 20252025-04-01
Volcano adds a hyper node API that models nested, switch-aware groups of Kubernetes nodes so schedulers can place tightly communicating LLM training pods on…
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ServiceLab: Preventing Tiny Performance Regressions at Hyperscale through...18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
ServiceLab is a pre-production A/B performance platform that replays sampled RPCs across on-demand heterogeneous machines to catch tiny regressions before…
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Run Your AI Workloads and Microservices on Kubernetes More Easily and Efficiently...KubeCon + CloudNativeCon + Open Source Summit China 20232023-09-26
使用Volcano更轻松高效地在Kubernetes上运行您的AI工作负载和微服务 | Run Your AI Workloads and Microservices on Kubernetes More Easily and Efficiently with Volcano - William Wang…
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Intro To Volcano: Cloud Native Batch SystemKubeCon + CloudNativeCon North America 20222022-10-24
Volcano extends Kubernetes to run batch and HPC workloads, now at incubation in CNCF with feature releases every 3 months; the project reports ~450…
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Optimizing Knowledge Distillation Training With VolcanoKubeCon + CloudNativeCon Europe 20212021-05-04
EDL deploys the teacher as an online inference service via Pilot Serving and uses EDL service distillation with Volcano scheduling and IO/RDMA awareness to…
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