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Abin Shahab

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Custom Pipeline Parallelism for Frontier-Scale Model ServingRay Summit 20262026-08-24
vLLM’s compiled-DAG deadlocks beyond two pipeline stages, so the team replaces it with a custom Ray executor that uses actor mailboxes as the scheduler and…
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Ray at Scale: Apple's Approach to Elastic GPU ManagementRay Summit 20242024-09-30
Apple runs Ray on Kubernetes with Apache YuniKorn queues and enforces per-queue guaranteed vs max GPU quota so teams get baseline GPUs while idle capacity is…
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Adapt to Unified and Pluggable Cluster Management Platform at LinkedInKubeCon + CloudNativeCon China 20192019-06-24
LinkedIn moves RAIN (their cluster resource manager) toward a Kubernetes-based unified platform, running across tens of thousands of hosts per cluster and…
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Adapt to Unified and Pluggable Cluster Management Platform at LinkedInKubeCon + CloudNativeCon + Open Source Summit China 20192019-06-24
LinkedIn replaces parts of its homegrown stack with Kubernetes integrated into RAIN to manage tens of thousands of hosts per cluster across multiple…
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