Mingwei Xu
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| title | conference | date |
|---|---|---|
| DDoS Detection at the Scale of One Hundred Tbps | NSDI '26 | 2026-05-04 |
Canopy implements a distributed DDoS detector that scales past 100 Tbps by combining hash for mice, spray for elephants dynamic load balancing with selective… | ||
| Defending against Traffic Analysis Attacks with Flexible In-Network Obfuscation | NSDI '26 | 2026-05-04 |
Securitas is an in-network obfuscation framework that uses packet fragmentation and small-TTL packet insertion (triggering ICMP replies) and trains an LSTM… | ||
| Mortise: Auto-tuning Congestion Control to Optimize QoE via Network-Aware Parameter | NSDI '26 | 2026-05-04 |
Mortise auto-tunes rule‑based congestion control in real time by inferring an application's throughput‑delay‑loss preference and mapping that to CCA… | ||
| Learning-Enhanced High-Throughput Pattern Matching Based on Programmable Data Plane | USENIX ATC '25 | 2025-07-07 |
Trochilus converts existing rule sets into a byte-level recurrent neural network BRNN, distills that model into a hardware-friendly soft multi-view forest… | ||
| ETC: An Elastic Transmission Control Using End-to-End Available Bandwidth... | USENIX ATC 2024 | 2024-07-10 |
ETC claims a new congestion signal: the pulling rate, measured from the instantaneous receipt rate of N-packet microbursts, and uses a convex elastic step… | ||
| Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic... | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
Implements a prototype on P4 Barefoot Tofino and claims line‑speed neural inference by running a binarized RNN with sliding‑window recurrence entirely on the… | ||
| Hairpin: Rethinking Packet Loss Recovery in Edge-based Interactive Video Streaming | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
Hairpin rethinks loss recovery for edge-based interactive video by choosing per-round mixes of original packets, retransmissions, and redundancy rather than a… | ||
| Enabling High-Quality Real-Time Communications with Adaptive Frame-Rate | NSDI 2023 | 2023-04-17 |
Adaptive Frame Rate (AFR) is a controller that coordinates frame rate with network fluctuation and decoder capacity to avoid transient decoder overloads… | ||
| IMap: Fast and Scalable In-Network Scanning with Programmable Switches | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
IMap turns P4-capable programmable switches into a high-speed in-network scanner that generates randomized probes from template packets, encodes per-probe… | ||
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