Krishna Chintalapudi
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| title | conference | date |
|---|---|---|
| ADR-X: ANN-Assisted Wireless Link Rate Adaptation for Compute-Constrained Embedded... | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
System achieves 10× lower packet loss (down to 0.1–0.5% versus typical 2–10%) while running ~100× faster than prior RL work, with inference taking 170–380 μs… | ||
| Cloud-LoRa: Enabling Cloud Radio Access LoRa Networks Using Reinforcement Learning... | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
Cloud-LoRa builds a practical CRAN for LoRa that compresses IQ samples with a reinforcement-learning controller (PPO) over a DWT compressor, streams from a… | ||
| OpenLoRa: Validating LoRa Implementations through an Extensible and Open-sourced Framework | NSDI 2023 | 2023-04-17 |
Built an open-source Python platform called OpenLoRa framework that unifies and reimplements four recent collision-resolving demodulators (CiC, ChoLoRa… | ||
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