Ravi Netravali

Affiliations:
  • Princeton University, Department of Computer Science, NJ, USA
  • University of California, Los Angeles, Computer Science Department, CA, USA
  • Massachusetts Institute of Technology (MIT), CSAIL, Cambridge, MA, USA (former, PhD 2018)


According to our database1, Ravi Netravali authored at least 64 papers between 2007 and 2023.

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Timeline

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Bibliography

2023
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving.
CoRR, 2023

MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations.
CoRR, 2023

QuEST: Fast, Expressive, and Cheap Analytics for Distributed Traces Using Cloud Storage.
Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

Marvolo: Programmatic Data Augmentation for Deep Malware Detection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Dashlet: Taming Swipe Uncertainty for Robust Short Video Streaming.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Boggart: Towards General-Purpose Acceleration of Retrospective Video Analytics.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

2022
Marvolo: Programmatic Data Augmentation for Practical ML-Driven Malware Detection.
CoRR, 2022

Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory.
CoRR, 2022

Understanding the potential of server-driven edge video analytics.
Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

Jawa: Web Archival in the Era of JavaScript.
Proceedings of the 16th USENIX Symposium on Operating Systems Design and Implementation, 2022

Privid: Practical, Privacy-Preserving Video Analytics Queries.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

Floo: automatic, lightweight memoization for faster mobile apps.
Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Revelio: ML-Generated Debugging Queries for Finding Root Causes in Distributed Systems.
Proceedings of Machine Learning and Systems 2022, 2022

Enabling passive measurement of zoom performance in production networks.
Proceedings of the 22nd ACM Internet Measurement Conference, 2022

2021
Boggart: Accelerating Retrospective Video Analytics via Model-Agnostic Ingest Processing.
CoRR, 2021

Revelio: ML-Generated Debugging Queries for Distributed Systems.
CoRR, 2021

Privid: Practical, Privacy-Preserving Video Analytics Queries.
CoRR, 2021

WebMedic: Disentangling the Memory-Functionality Tension for the Next Billion Mobile Web Users.
Proceedings of the HotMobile '21: The 22nd International Workshop on Mobile Computing Systems and Applications, 2021

Rethinking Client-Side Caching for the Mobile Web.
Proceedings of the HotMobile '21: The 22nd International Workshop on Mobile Computing Systems and Applications, 2021

Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads.
Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

Horcrux: Automatic JavaScript Parallelism for Resource-Efficient Web Computation.
Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation, 2021

Oblique: Accelerating Page Loads Using Symbolic Execution.
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Alohamora: Reviving HTTP/2 Push and Preload by Adapting Policies On the Fly.
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

Marauder: synergized caching and prefetching for low-risk mobile app acceleration.
Proceedings of the MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services, Virtual Event, Wisconsin, USA, 24 June, 2021

Towards memory-efficient inference in edge video analytics.
Proceedings of the HotEdgeVideo@MobiCom 2021: Proceedings of the 3rd ACM Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2021

Snicket: Query-Driven Distributed Tracing.
Proceedings of the HotNets '21: The 20th ACM Workshop on Hot Topics in Networks, 2021

Portkey: Adaptive Key-Value Placement over Dynamic Edge Networks.
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021

2020
Continuous Prefetch for Interactive Data Applications.
Proc. VLDB Endow., 2020

Network architecture in the age of programmability.
Comput. Commun. Rev., 2020

Physical Visualization Design.
Proceedings of the 2020 International Conference on Management of Data, 2020

Reducto: On-Camera Filtering for Resource-Efficient Real-Time Video Analytics.
Proceedings of the SIGCOMM '20: Proceedings of the 2020 Annual conference of the ACM Special Interest Group on Data Communication on the applications, 2020

Semeru: A Memory-Disaggregated Managed Runtime.
Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Fawkes: Faster Mobile Page Loads via App-Inspired Static Templating.
Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

ABC: A Simple Explicit Congestion Controller for Wireless Networks.
Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

Mind the delay: the adverse effects of delay-based TCP on HTTP.
Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

2019
ABC: A Simple Explicit Congestion Control Protocol for Wireless Networks.
CoRR, 2019

Sluice: Network-Wide Data Plane Programming.
Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

WatchTower: Fast, Secure Mobile Page Loads Using Remote Dependency Resolution.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Secure Incentivization for Decentralized Content Delivery.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

Edge-based Transcoding for Adaptive Live Video Streaming.
Proceedings of the 2nd USENIX Workshop on Hot Topics in Edge Computing, 2019

Acorn: Aggressive Result Caching in Distributed Data Processing Frameworks.
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

A System-Wide Debugging Assistant Powered by Natural Language Processing.
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

Reverb: Speculative Debugging for Web Applications.
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2018
Improving web applications with fine-grained data flows.
PhD thesis, 2018

Remote-Control Caching: Proxy-based URL Rewriting to Decrease Mobile Browsing Bandwidth.
Proceedings of the 19th International Workshop on Mobile Computing Systems & Applications, 2018

Vesper: Measuring Time-to-Interactivity for Web Pages.
Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Prophecy: Accelerating Mobile Page Loads Using Final-state Write Logs.
Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

2017
Vroom: Accelerating the Mobile Web with Server-Aided Dependency Resolution.
Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

Neural Adaptive Video Streaming with Pensieve.
Proceedings of the Conference of the ACM Special Interest Group on Data Communication, 2017

2016
Polaris: Faster Page Loads Using Fine-grained Dependency Tracking.
Proceedings of the 13th USENIX Symposium on Networked Systems Design and Implementation, 2016

2015
Mahimahi: Accurate Record-and-Replay for HTTP.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

Room-Area Networks.
Proceedings of the 14th ACM Workshop on Hot Topics in Networks, Philadelphia, PA, USA, November 16, 2015

2014
Traffic Signature-Based Mobile Device Location Authentication.
IEEE Trans. Mob. Comput., 2014

Mahimahi: a lightweight toolkit for reproducible web measurement.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

WiFi, LTE, or Both?: Measuring Multi-Homed Wireless Internet Performance.
Proceedings of the 2014 Internet Measurement Conference, 2014

2012
Multi-Sensor Fusion of Infrared and Electro-Optic Signals for High Resolution Night Images.
Sensors, 2012

Authenticating a mobile device's location using voice signatures.
Proceedings of the 8th IEEE International Conference on Wireless and Mobile Computing, 2012

Fusing electro-optic and infrared signals for high resolution night images.
Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012

2011
Femtocell-assisted location authentication.
Proceedings of the 18th IEEE Workshop on Local & Metropolitan Area Networks, 2011

2007
Summary of results on optimal camera placement for boundary monitoring.
Proceedings of the Data Mining, 2007


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