Ravi Netravali
- Guillotine: Hypervisors for Isolating Malicious AIs
2025/04/22 by James Mickens, Mickens, James, Sarah Radway +3 · 3 voices · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Operating Systems (cs.OS) #cs.AI #cs.CR #cs.OS
- Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
2022/04/26 by John Thorpe, Pengzhan Zhao, Thorpe, John +13 · 18 citations
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
2022/01/19 by Arthi Padmanabhan, Neil Agarwal, Padmanabhan, Arthi +13 · 8 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Image Enhancement Techniques #Medical Image Segmentation Techniques #Parallel #and Cluster Computing (cs.DC)
- Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
2021/05/24 by John Thorpe, Thorpe, John, Yifan Qiao +19 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Stochastic Gradient Optimization Techniques
- SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
2025/04/10 by Rui Pan, Pan, Rui, Yinwei Dai +9 · 25 citations
Computer Science · #Machine Learning in Healthcare #Topic Modeling #Multimodal Machine Learning Applications
- Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory
2022/03/17 by Chenxi Wang, Yifan Qiao, Wang, Chenxi +16 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Operating Systems (cs.OS) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics
2021/06/21 by Neil Agarwal, Agarwal, Neil, Ravi Netravali +1 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Parallel #and Cluster Computing (cs.DC)
- Dashlet: Taming Swipe Uncertainty for Robust Short Video Streaming
2022/04/27 by Zhuqi Li, Yaxiong Xie, Li, Zhuqi +5 · 2 citations
Computer Science · Social Sciences · #FOS: Computer and information sciences #Image and Video Quality Assessment #Multimedia Communication and Technology #Networking and Internet Architecture (cs.NI) #Video Coding and Compression Technologies
- MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations
2023/04/04 by Mike Wong, Wong, Mike, Murali Ramanujam +5 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Image and Video Quality Assessment #Networking and Internet Architecture (cs.NI) #Parallel #Retinal Imaging and Analysis #Visual Attention and Saliency Detection #and Cluster Computing (cs.DC)
- Revelio: ML-Generated Debugging Queries for Distributed Systems
2021/06/28 by Pradeep Dogga, Karthik Narasimhan, Dogga, Pradeep +9 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Software Engineering Research #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- Scalable Video Conferencing Using SDN Principles
2025/03/14 by Oliver Michel, Michel, Oliver, Satadal Sengupta +7 · 1 citation
Computer Science · Engineering · #Advanced Optical Network Technologies #FOS: Computer and information sciences #Image and Video Quality Assessment #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G