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Leveraging deep reinforcement learning for traffic engineering: A survey
After decades of unprecedented development, modern networks have evolved far beyond
expectations in terms of scale and complexity. In many cases, traditional traffic engineering …
expectations in terms of scale and complexity. In many cases, traditional traffic engineering …
A survey on recent advances in transport layer protocols
Over the years, the Internet has been enriched with new available communication
technologies, for both fixed and mobile networks and devices, exhibiting an impressive …
technologies, for both fixed and mobile networks and devices, exhibiting an impressive …
Experimental evaluation of multipath TCP schedulers
Today many end hosts are equipped with multiple interfaces. These interfaces can be
utilized simultaneously by multipath protocols to pool resources of the links in an efficient …
utilized simultaneously by multipath protocols to pool resources of the links in an efficient …
BLEST: Blocking estimation-based MPTCP scheduler for heterogeneous networks
S Ferlin, Ö Alay, O Mehani… - 2016 IFIP networking …, 2016 - ieeexplore.ieee.org
With the widespread availability of multi-homed devices, multipath transport protocols such
as MPTCP are becoming increasingly relevant to support better use of multiple connectivity …
as MPTCP are becoming increasingly relevant to support better use of multiple connectivity …
WiFi, LTE, or both? Measuring multi-homed wireless internet performance
Over the past two or three years, wireless cellular networks have become faster than before,
most notably due to the deployment of LTE, HSPA+, and other similar networks. LTE …
most notably due to the deployment of LTE, HSPA+, and other similar networks. LTE …
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 …
conventional TCP, which enables multi-homed devices to establish multiple paths for …
Multipath transmission for the internet: A survey
Smart devices equipped with multiple network interfaces are becoming commonplace.
Nevertheless, even though multiple interfaces can be used to connect to the Internet, their …
Nevertheless, even though multiple interfaces can be used to connect to the Internet, their …
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 …
FMTCP: A fountain code-based multipath transmission control protocol
Ideally, the throughput of a Multipath TCP (MPTCP) connection should be as high as that of
multiple disjoint single-path TCP flows. In reality, the throughput of MPTCP is far lower than …
multiple disjoint single-path TCP flows. In reality, the throughput of MPTCP is far lower than …
On the benefits of applying experimental design to improve multipath TCP
Many scientific disciplines rely on" Experimental Design" to study various types of systems.
Experimental design refers to a planned approach to experimentation that tries to provide …
Experimental design refers to a planned approach to experimentation that tries to provide …