Murali Chintalapati
4 papers · 2018–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Research topics
Machine Learning
(4)
Application Areas
(3)
Computer Science
(2)
Data Science & Analytics
(2)
Core Methods
(2)
Systems
(2)
Reinforcement Learning
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Methods · Data Science & Analytics
(1)
Methods · Reinforcement Learning
(1)
Optimization & Theory
(1)
Keywords
cloud infrastructure
(2)
risk management
(1)
binary classification
(1)
anomaly detection
(1)
ensemble ranking
(1)
hypothesis testing
(1)
fault detection
(1)
lasso regression
(1)
binary classifier
(1)
failure localization
(1)
virtual disk
(1)
gray failure detection
(1)
cloud computing
(1)
failure prediction
(1)
vm interruption
(1)
adaptive mitigation
(1)
failure diagnosis
(1)
pattern detection
(1)
deployment analytics
(1)
safe deployment
(1)
Papers
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
OSDI 2022
Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure
NSDI 2020
Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions
OSDI 2020
Deepview: Virtual Disk Failure Diagnosis and Pattern Detection for Azure
NSDI 2018