{POLYCORN}: Data-driven Cross-layer Multipath Networking for High-speed Railway through Composable Schedulerlets
Modern high-speed railway (HSR) systems offer a speed of more than 250 km/h, making on-
board Internet access through track-side cellular base stations extremely challenging. We …
board Internet access through track-side cellular base stations extremely challenging. We …
Falcon: Fast and accurate multipath scheduling using offline and online learning
Multipath transport protocols enable the concurrent use of different network paths, benefiting
a fast and reliable data transmission. The scheduler of a multipath transport protocol …
a fast and reliable data transmission. The scheduler of a multipath transport protocol …
An active-passive measurement study of TCP performance over LTE on high-speed rails
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 …
transportation than airplane. However, they also pose unprecedented challenges in …
ReLeS: A neural adaptive multipath scheduler based on deep reinforcement learning
The Multipath TCP (MPTCP) protocol, featured by its ability of capacity aggregation across
multiple links and connectivity maintenance against single-path failure, has been attracting …
multiple links and connectivity maintenance against single-path failure, has been attracting …
Peekaboo: Learning-based multipath scheduling for dynamic heterogeneous environments
H Wu, Ö Alay, A Brunstrom, S Ferlin… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Multipath transport protocols utilize multiple network paths (eg, WiFi and cellular) to achieve
improved performance and reliability, compared with their single-path counterparts. The …
improved performance and reliability, compared with their single-path counterparts. The …
A first look at disconnection-centric TCP performance on high-speed railways
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 …
transportation than airplane. However, they also pose unprecedented challenges in …
Deadline-aware multipath transmission for streaming blocks
Interactive applications have deadline requirements, eg video conferencing and online
gaming. Compared with a single path, which may be less stable or bandwidth insufficient …
gaming. Compared with a single path, which may be less stable or bandwidth insufficient …
Multipath scheduling for 5G networks: Evaluation and outlook
The fifth generation (5G) of cellular networks aims at providing very high data rates, ultra-
reliable low latency, and massive connection density. As one of the fundamental design …
reliable low latency, and massive connection density. As one of the fundamental design …
[HTML][HTML] Low-delay cost-aware multipath scheduling over dynamic links for access traffic steering, switching, and splitting
M Pieska, A Rabitsch, A Brunstrom, A Kassler… - Computer Networks, 2024 - Elsevier
Bundling of multiple access technologies is currently being standardized by 3GPP in the 5G
access traffic steering, switching and splitting (ATSSS) framework, with the goal to increase …
access traffic steering, switching and splitting (ATSSS) framework, with the goal to increase …
Coupled or uncoupled? Multi-path TCP congestion control for high-speed railway networks
With the development of modern High-Speed Railway (HSR) and mobile communication
systems, network operators have a strong demand to provide high-quality on-board Internet …
systems, network operators have a strong demand to provide high-quality on-board Internet …