Ravi Netravali
24 papers · 2016–2026 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Conference Loyalist
(20)
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Keyword Champion
(3)
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Machine Learning
(17)
Computer Science
(9)
Application Areas
(9)
Computer Vision
(6)
Optimization & Theory Β· Machine Learning
(6)
Systems
(6)
Deep Learning
(5)
Applications
(4)
Learning Types
(4)
Analysis
(3)
Architectures
(3)
Processing
(3)
Optimization & Theory Β· Deep Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Keywords
video analytics
(6)
page load time
(3)
web performance
(3)
bitrate adaptation
(2)
accuracy optimization
(2)
distributed training
(2)
memory management
(2)
edge computing
(2)
javascript execution
(2)
mobile web
(2)
page load optimization
(2)
graph neural network
(2)
performance metric
(1)
anomaly detection
(1)
resource allocation
(1)
network security
(1)
online learning
(1)
contrastive learning
(1)
model merging
(1)
multi-armed bandit
(1)
Papers
Remembrall: Leaning into Memory for Accurate Video Analytics on System-on-Chip GPUs
NSDI 2026
Mowgli: Passively Learned Rate Control for Real-Time Video
NSDI 2025
ADR-X: ANN-Assisted Wireless Link Rate Adaptation for Compute-Constrained Embedded Gaming Devices
NSDI 2024
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations
NSDI 2024
NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security
NSDI 2024
Sprinter: Speeding Up High-Fidelity Crawling of the Modern Web
NSDI 2024
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
NSDI 2023
Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics
NSDI 2023
Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory
NSDI 2023
Dashlet: Taming Swipe Uncertainty for Robust Short Video Streaming
NSDI 2023
Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
NSDI 2023
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics
NSDI 2023
Jawa: Web Archival in the Era of JavaScript
OSDI 2022
Privid: Practical, Privacy-Preserving Video Analytics Queries
NSDI 2022
Alohamora: Reviving HTTP/2 Push and Preload by Adapting Policies On the Fly
NSDI 2021
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
OSDI 2021
Horcrux: Automatic JavaScript Parallelism for Resource-Efficient Web Computation
OSDI 2021
Oblique: Accelerating Page Loads Using Symbolic Execution
NSDI 2021
ABC: A Simple Explicit Congestion Controller for Wireless Networks
NSDI 2020
Fawkes: Faster Mobile Page Loads via App-Inspired Static Templating
NSDI 2020
Semeru: A Memory-Disaggregated Managed Runtime
OSDI 2020
Prophecy: Accelerating Mobile Page Loads Using Final-state Write Logs
NSDI 2018
Vesper: Measuring Time-to-Interactivity for Web Pages
NSDI 2018
Polaris: Faster Page Loads Using Fine-grained Dependency Tracking
NSDI 2016