Understanding operational 5G: A first measurement study on its coverage, performance and energy consumption

D Xu, A Zhou, X Zhang, G Wang, X Liu, C An… - Proceedings of the …, 2020 - dl.acm.org
5G, as a monumental shift in cellular communication technology, holds tremendous potential
for spurring innovations across many vertical industries, with its promised multi-Gbps speed …

SmartCC: A reinforcement learning approach for multipath TCP congestion control in heterogeneous networks

W Li, H Zhang, S Gao, C Xue… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
The Multipath TCP (MPTCP) protocol has been standardized by the IETF as an extension of
conventional TCP, which enables multi-homed devices to establish multiple paths for …

Xlink: Qoe-driven multi-path quic transport in large-scale video services

Z Zheng, Y Ma, Y Liu, F Yang, Z Li, Y Zhang… - Proceedings of the …, 2021 - dl.acm.org
We report XLINK, a multi-path QUIC video transport solution with experiments in Taobao
short videos. XLINK is designed to meet two operational challenges at the same time:(1) …

Leveraging ambient lte traffic for ubiquitous passive communication

Z Chi, X Liu, W Wang, Y Yao, T Zhu - … of the Annual conference of the …, 2020 - dl.acm.org
To support ubiquitous computing for various applications (such as smart health, smart
homes, and smart cities), the communication system requires to be ubiquitously available …

PERCEIVE: deep learning-based cellular uplink prediction using real-time scheduling patterns

J Lee, S Lee, J Lee, SD Sathyanarayana… - Proceedings of the 18th …, 2020 - dl.acm.org
As video calls and personal broadcasting become popular, the demand for mobile live
streaming over cellular uplink channels is growing fast. However, current live streaming …

CompressDB: Enabling efficient compressed data direct processing for various databases

F Zhang, W Wan, C Zhang, J Zhai, Y Chai… - Proceedings of the 2022 …, 2022 - dl.acm.org
In modern data management systems, directly performing operations on compressed data
has been proven to be a big success facing big data problems. These systems have …

Tack: Improving wireless transport performance by taming acknowledgments

T Li, K Zheng, K Xu, RA Jadhav, T Xiong… - Proceedings of the …, 2020 - dl.acm.org
The shared nature of the wireless medium induces contention between data transport and
backward signaling, such as acknowledgement. The current way of TCP acknowledgment …

Reliable cybertwin-driven concurrent multipath transfer with deep reinforcement learning

C Yu, W Quan, D Gao, Y Zhang, K Liu… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
It is well known that concurrent multipath transfer (CMT) can improve the transmission rate.
However, due to multiple heterogeneous paths from users to the access network, a large …

X-tandem: Towards multi-hop backscatter communication with commodity wifi

J Zhao, W Gong, J Liu - Proceedings of the 24th Annual International …, 2018 - dl.acm.org
Backscatter communication offers a cost-and energy-efficient means for IoT sensor data
exchange. The IoT vision for ubiquitous interconnection, in practice, demands multi-hop …

An active-passive measurement study of TCP performance over LTE on high-speed rails

J Wang, Y Zheng, Y Ni, C Xu, F Qian, W Li… - The 25th Annual …, 2019 - dl.acm.org
High-speed rail (HSR) systems potentially provide a more efficient way of door-to-door
transportation than airplane. However, they also pose unprecedented challenges in …