~/talks

Pankaj Gupta

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Low-Precision Inference without Quality Loss...PyTorch Conference 20252025-10-22
Claims that FP8 and NVFP4 microscaling cut latency and cost while preserving quality, with NVFP4 yielding ~30% model-size/accuracy efficiency and GEM kernels…
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Transforming DevEx with Internal Developer PortalsDeveloper Experience Summit 20252025-05-21
Teams describe building an Internal Developer Portal (IDP) that reduces friction by automating CI/CD templates, repository creation and compliance checks using…
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From model weights to API endpoint with TensorRT LLMAI Engineer World's Fair 20242024-06-25
TensorRT-LLM is shown as a production-ready toolkit that converts Hugging Face weights into GPU-specific TensorRT engines and runs them via Triton or a custom…
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Supporting Live Migration of Confidential VMs in KVMLinux Plumbers Conference 20232023-11-13
Design proposes SEV‑SNP live migration using a VMPL0 SVSM that generates an SVSM-generated attestation report containing the hash of a newly created public…
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Coupling Key-Ring and Linux Crypto-API Framework(LCF) via Crypto-Transformation(tfm)Linux Security Summit North America 20232023-05-10
Proposes linking kernel keyring attributes into Linux Crypto-API TFMs so drivers can enforce usage, algorithm and lifetime restrictions at crypto time…
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Opening KeynoteGoogle Developer Days India 20172017-12-01
Google announces concrete product and usage milestones aimed at emerging markets: 10 million users and 74 million transactions on Tez after a few months…
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Adaptive Scrooge - Adaptive Thrift DecodingScale By the Bay 20172017-11-16
AdaptiveScrooge samples a few events to learn which Thrift fields are actually accessed and rewrites decoding and the in-memory representation to skip unneeded…
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