Ganesh Ananthanarayanan
14 papers · 2012–2024 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)
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Keyword Champion
(2)
💎
Century Club · Bronze
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Conference Pioneer
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Keyword Collector
(57)
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(7)
Computer Vision
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Learning Types
(2)
Computer Science
(1)
Analysis
(1)
Architectures
(1)
Domain-Specific
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Systems
(1)
Keywords
video analytics
(4)
resource allocation
(3)
latency optimization
(3)
object detection
(2)
edge computing
(2)
continuous learning
(2)
query optimization
(2)
edge inference
(1)
fault tolerance
(1)
model merging
(1)
model zoo
(1)
real-time inference
(1)
inference optimization
(1)
fairness optimization
(1)
performance isolation
(1)
memory efficiency
(1)
quality of experience
(1)
task scheduling
(1)
approximate computing
(1)
convolutional neural network
(1)
Papers
Vulcan: Automatic Query Planning for Live ML Analytics
NSDI 2024
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
Tambur: Efficient loss recovery for videoconferencing via streaming codes
NSDI 2023
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers
NSDI 2022
Focus: Querying Large Video Datasets with Low Latency and Low Cost
OSDI 2018
Odin: Microsoft’s Scalable Fault-Tolerant CDN Measurement System
NSDI 2018
Live Video Analytics at Scale with Approximation and Delay-Tolerance
NSDI 2017
Altruistic Scheduling in Multi-Resource Clusters
OSDI 2016
CLARINET: WAN-Aware Optimization for Analytics Queries
OSDI 2016
GRASS: Trimming Stragglers in Approximation Analytics
NSDI 2014
The Power of Choice in Data-Aware Cluster Scheduling
OSDI 2014
Effective Straggler Mitigation: Attack of the Clones
NSDI 2013
PACMan: Coordinated Memory Caching for Parallel Jobs
NSDI 2012