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Maryam Tahhan

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Any [ Agent | Model | Accelerator | Cloud ]...PyTorch Conference Europe 20262026-04-07
Red Hat claims to be the leading contributor to vLLM and to have integrated community projects from the PyTorch Foundation (vLLM, LLMD, Smart Router, got LLM)…
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Lightning Talk: Slash LLM Cold-Start Times by Pre-distributing GPU...PyTorch Conference Europe 20262026-04-07
Pre-distribute compiled GPU kernel caches as OCI images so pods skip repeated JIT compilation and start minutes faster. A utility called Model Cache Vault…
Lightning on
From Cold Start to Warp Speed: Triton Kernel Caching with OCI Container imagesDevConf.US 20252025-09-19
Packaging Triton-generated LLVM/CUBIN kernels as signed OCI images and pre-extracting them to nodes reduces JIT time and halves model cold-starts. A toolset…
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From Cold Start To Warp Speed: Triton Kernel Caching With OCI Container ImagesAI_dev Europe 20252025-08-28
Proposes packaging Triton-generated LLVM kernel caches into signed OCI container images to prepopulate nodes and bypass JIT compilation, implemented as MCU…
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Migrating from DPDK to AF_XDP for High-Performance Networking in...Cilium + eBPF Day Europe 20242024-03-19
Claim: existing DPDK apps run on AF_XDP with no application code changes by using the --vdev switch to select the AF_XDP PMD, and orchestrate eBPF lifecycle…
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