Neil Agarwal

4 papers · 2022–2025 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

NSDI (4)

Top co-authors

Ravi Netravali (4) Arthi Padmanabhan (1) Srinivas Narayana (1) Frank Cangialosi (1) Francis Y. Yan (1) Yuanchao Shu (1) Anand Iyer (1) Rui Pan (1) Guoqing Harry Xu (1) Ganesh Ananthanarayanan (1)

Research topics

Machine Learning (3) Computer Vision (2) Deep Learning (2) Application Areas (2) Analysis (1) Architectures (1) Domain-Specific (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1) Processing (1)

Keywords

video analytics (3) model merging (1) convolutional neural network (1) deep neural network (1) memory efficiency (1) edge computing (1) real-time inference (1) edge inference (1) bitrate adaptation (1) gpu memory (1) layer sharing (1) memory management (1) real-time video (1) query processing (1) query privacy (1) rate control algorithm (1) telemetry log (1) conservative reasoning (1) event-duration privacy (1) accuracy optimization (1)

Papers

Mowgli: Passively Learned Rate Control for Real-Time Video NSDI 2025 Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics NSDI 2023 Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge NSDI 2023 Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022