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Dive into the research topics where Ravi Arun Netravali is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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RINGS: Object-Oriented Video Analytics for Next-Generation Mobile Environments
Netravali, R. A. (PI)
NSF - National Science Foundation
5/1/22 → 4/30/26
Project: Research project
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CNS Core: Small: Not All Cameras are Created Equal: Systems Support for Highly Adaptive Video Analytics Pipelines
Netravali, R. A. (PI)
NSF - National Science Foundation
10/1/21 → 9/30/25
Project: Research project
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CNS Core: Small: Fast or Dynamic Websites? Eliminating the Need to Choose
Netravali, R. A. (PI)
NSF - National Science Foundation
10/1/21 → 9/30/26
Project: Research project
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CAREER: Adaptive Web Execution: Supporting Billions of Diverse Users by Adapting Execution to Available Resources
Netravali, R. A. (PI)
NSF - National Science Foundation
5/1/21 → 4/30/26
Project: Research project
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Collaborative Research: CNS Core: Medium: A Unified Prefetch Framework for Approximation-Tolerant Interactive Applications
Netravali, R. A. (PI)
NSF - National Science Foundation
7/1/21 → 5/31/25
Project: Research project
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Mowgli: Passively Learned Rate Control for Real-Time Video
Agarwal, N., Pan, R., Yan, F. Y. & Netravali, R., 2025, Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation, NSDI 2025. USENIX Association, p. 579-594 16 p. (Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation, NSDI 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ADR-X: ANN-Assisted Wireless Link Rate Adaptation for Compute-Constrained Embedded Gaming Devices
Yin, H., Ramanujam, M., Schaefer, J., Adermann, S., Narlanka, S., Lea, P., Netravali, R. & Chintalapudi, K., 2024, Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024. USENIX Association, p. 1331-1349 19 p. (Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving
Dai, Y., Pan, R., Iyer, A., Li, K. & Netravali, R., Nov 15 2024, SOSP 2024 - Proceedings of the 2024 ACM SIGOPS 30th Symposium on Operating Systems Principles. Association for Computing Machinery, Inc, p. 607-623 17 p. (SOSP 2024 - Proceedings of the 2024 ACM SIGOPS 30th Symposium on Operating Systems Principles).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Improving DNN Inference Throughput Using Practical, Per-Input Compute Adaptation
Padmanabha Iyer, A., Guan, M., Dai, Y., Pan, R., Gandhi, S. & Netravali, R., Nov 15 2024, SOSP 2024 - Proceedings of the 2024 ACM SIGOPS 30th Symposium on Operating Systems Principles. Association for Computing Machinery, Inc, p. 624-639 16 p. (SOSP 2024 - Proceedings of the 2024 ACM SIGOPS 30th Symposium on Operating Systems Principles).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Scopus citations -
MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations
Wong, M., Ramanujam, M., Balakrishnan, G. & Netravali, R., 2024, Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024. USENIX Association, p. 549-568 20 p. (Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations