Netravali, Ravi

1. Guillotine: Hypervisors for Isolating Malicious AIs
   2025/04/22 by James Mickens, Sarah Radway, Mickens, James +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
2. Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
   2022/04/26 by John Thorpe, Thorpe, John, Pengzhan Zhao +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)
3. GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge
   2022/01/19 by Arthi Padmanabhan, Padmanabhan, Arthi, Neil Agarwal +13 · 7 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)
4. 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 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Stochastic Gradient Optimization Techniques
5. SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
   2025/04/10 by Rui Pan, Yinwei Dai, Pan, Rui +9 · 22 citations
   Computer Science · #Machine Learning in Healthcare #Topic Modeling #Multimodal Machine Learning Applications
6. METIS: Fast Quality-Aware RAG Systems with Configuration Adaptation
   2024/12/13 by Ray, Siddhant, Pan, Rui, Gu, Zhuohan +5 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
7. 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)
8. Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics
   2021/06/21 by Neil Agarwal, Ravi Netravali, Agarwal, Neil +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)
9. 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
10. Continuous Prefetch for Interactive Data Applications
    2020/07/15 by Mohammed, Haneen, Wei, Ziyun, Wu, Eugene +1 · 2 citations
    #Databases (cs.DB) #FOS: Computer and information sciences
11. Marconi: Prefix Caching for the Era of Hybrid LLMs
    2024/11/28 by Pan, Rui, Wang, Zhuang, Jia, Zhen +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
12. 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)
13. Revelio: ML-Generated Debugging Queries for Distributed Systems
    2021/06/28 by Pradeep Dogga, Dogga, Pradeep, Karthik Narasimhan +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)
14. Mowgli: Passively Learned Rate Control for Real-Time Video
    2024/10/04 by Agarwal, Neil, Pan, Rui, Yan, Francis Y. +1 · 2 citations
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
15. 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