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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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Projects
- 5 Active
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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
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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
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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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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
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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 Access -
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
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NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security
Hsieh, K., Wong, M., Segarra, S., Mani, S. K., Eberl, T., Panasyuk, A., Netravali, R., Chandra, R. & Kandula, S., 2024, Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, NSDI 2024. USENIX Association, p. 1771-1780 10 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