Neil Agarwal
4 papers · 2022–2025 · 1 conference · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (10) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10)
π
Trend Setter
Conferences
NSDI (4)
Top co-authors
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