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Yahav Biran

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Lightning Talk: Pluggable PyTorch LLM Inference Architecture With VLL...PyTorch Conference Europe 20262026-04-07
Modular plugin code lets PyTorch models run on Trainium by registering a torch.neuron device backend so devices appear alongside CUDA and MPU, with automatic…
Lightning on
Lightning Talk: Distributed AI Without the Infrastructure TaxPyTorch Conference Europe 20262026-04-07
Provides an actionable stack: open-source Neuron Deep Learning Containers that lock PyTorch, Neuron SDK, XLA and PrivateUse1 as a tested contract to avoid…
Lightning on
Multi-Accelerator PyTorch Serving With NxD Inference and vLLMPyTorch Conference 20252025-10-22
NxD Inference packages PyTorch models into neuron executables and runs alongside TorchInductor CUDA kernels inside a vLLM-based Kubernetes cluster so Llama 8B…
Talk on
Reduce up to 30% of Container’s cost, with EKS and GravitonAWS Summit Tel Aviv 20232023-05-31
Running containerized apps on EKS? Is your app written in Python, Java, or Ruby? Come learn how to reduce your compute costs, increase application resiliency…
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Avoid PostgreSQL LWLock:buffer_content locks in Amazon Aurora: Tips and best practicesPercona Live 20222022-05-16
Shows a reproducible mitigation for LWLock:buffer_content contention on Aurora Postgres using a simulation (bash docker on Kubernetes) that mimics a last‑mile…
Talk on
Road to Percona Live 2022 - Yahav Biran - PostgreSQL TalkPercona Live 20222022-05-16
Shows reproducible LWLock:buffer_content contention on large deployments and isolates the pathology to time‑series/transactional access patterns; runs a…
Talk on
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