~/talks

Anuj Gupta

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titleconferencedate
Advancing Data Integrity in LinuxFAST '262026-02-24
Adds a PI offset so the block layer accepts NVMe metadata with PI at the buffer end (merged in Linux 6.9), and exposes a user-space PI API via io_uring ATTR_PI…
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Enhancing Data Integrity in LinuxOpen Source Summit North America 20252025-06-23
Describes three main kernel changes: a new io_uring PI pointer SQE fields API (merged in v6.14) that lets applications attach per-I/O protection metadata; a PI…
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I/O Passthru: Upstreaming a flexible and efficient I/O Path in Linux22nd USENIX Conference on File and Storage Technologies (FAST '24)2024-02-27
Upstream Linux receives an NVMe char interface plus an io_uring command path that adds big SQE/big CQE to avoid ioctl copies, enable non‑root access, and…
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Algorithmic Transparency in Personalized Advertising: Learnings from Building "Why Am IPEPR '232023-09-11
Meta rolls out version 3.0 globally in February 2023 and shows concrete engineering choices: a distilled explainable model built from the complex multi-stage…
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Revamping ioctl with io_uringLinuxCon @ OSS NA 20232023-05-10
A new io_uring command lands in kernel 5.19 and exposes a pass‑through style equivalent of asynchronous ioctl that uses big_sqe/big_cqe to place commands…
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Sarcasm Detection : Achilles Heel of sentiment analysisODSC India 20182018-08-31
Sentiment analysis has been for long poster boy problem of NLP and has attracted a lot of research. However, despite so much work in this sub area, most…
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Sarcasm Detection: Achilles Heel of sentiment analysisAnthill Inside 20182018-07-25
Sentiment analysis has been for long poster boy problem of NLP and has attracted a lot of research. However, despite so much work in this sub area, most…
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Synthetic Gradients – Decoupling Layers of a Neural NetsAnthill Inside 20172017-07-29
Once in a while comes a (crazy!) idea that can change the very fundamentals of an area. In this talk, we will see one such idea that can change how neural…
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Building Continuous Learning SystemsPyData DC 20162016-10-07
Builds a global convolutional neural net trained on ~8 million tweets (gives 86% cross‑validation) and lightweight per‑brand online models using a passive…
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