Randolph Yao
5 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (9)
🌈
Renaissance Researcher
(6)
🌱
Topic Pioneer
Conferences
AAAI (1)
ICLR (1)
IJCAI (1)
NSDI (1)
OSDI (1)
Top co-authors
Research topics
Keywords
cloud computing
(3)
virtual machine provisioning
(2)
resource allocation
(2)
hypothesis testing
(1)
lasso regression
(1)
bayesian optimization
(1)
resource optimization
(1)
cloud infrastructure
(1)
failure localization
(1)
virtual disk
(1)
gray failure detection
(1)
failure prediction
(1)
vm interruption
(1)
adaptive mitigation
(1)
failure diagnosis
(1)
demand prediction
(1)
pattern detection
(1)
uncertainty-aware optimization
(1)
reinforcement learning
(1)
prediction and optimization
(1)
Papers
RuAG: Learned-rule-augmented Generation for Large Language Models
ICLR 2025
Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems
AAAI 2021
Intelligent Virtual Machine Provisioning in Cloud Computing
IJCAI 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