Shan Huang

Middleboxes in the Internet: A HTTP perspective

2017

Middleboxes are widely used in today's Internet, especially for security and performance. Middleboxes classify, filter and shape traffic, therefore interfering with application performance and performing new network functions for end hosts. Recent studies have uncovered …

SSP: Speeding up Small Flows for Proactive Transport in Datacenters

2020

Proactive transports nowadays have drawn much attention because of fast convergence, near-zero queueing and low latency. Proactive protocols, however, need an extra RTT to allocate ideal sending rate for new flows. To solve this, some …

DC4: Reconstructing Data-Credit-Coupled Congestion Control for Data Centers

2022

Congestion control is crucial for the overall performance of data center networks and still faces considerable challenges. Recently, credit-driven congestion control has been emerging to enable precise flow control for current high-speed and highly dynamic …

A scientific-article key-insight extraction system based on multi-actor of fine-tuned open-source large language models

2025 · Scientific Reports

The exponential growth of scientific articles has presented challenges in information organization and extraction. Automation is urgently needed to streamline literature reviews and enhance insight extraction. We explore the potential of Large Language Models (LLMs) …