A comprehensive survey on machine learning for networking: evolution, applications and research opportunities

R Boutaba, MA Salahuddin, N Limam, S Ayoubi… - Journal of Internet …, 2018 - Springer
Abstract Machine Learning (ML) has been enjoying an unprecedented surge in applications
that solve problems and enable automation in diverse domains. Primarily, this is due to the …

A survey on congestion control for delay and disruption tolerant networks

AP Silva, S Burleigh, CM Hirata, K Obraczka - Ad Hoc Networks, 2015 - Elsevier
Delay and disruption tolerant networks (DTNs) may experience frequent and long-lived
connectivity disruptions. Unlike traditional networks, such as the TCP/IP-based Internet …

Reactive weight based buffer management policy for DTN routing protocols

S Rashid, Q Ayub, AH Abdullah - Wireless Personal Communications, 2015 - Springer
Delay-tolerant networks (DTNs) are distinguished by low connectivity and/or unreliable links,
dynamic topology change and network partitioning. Therefore, each node transmits the …

Congestion control in disruption-tolerant networks: A comparative study for interplanetary and terrestrial networking applications

AP Silva, S Burleigh, CM Hirata, K Obraczka - Ad Hoc Networks, 2016 - Elsevier
Controlling congestion is critical to ensure adequate network operation and performance.
That is especially the case in networks operating in challenged-or extreme environments …

Opportunistic mobile networks

S Misra, BK Saha, S Pal - eBook,[Online]. Available: http://www. springer …, 2016 - Springer
As children, many of us were glued to the science fiction stories in comic books or television
shows. Arguably, computer-generated imagery (CGI) in the recent sci-fi shows or movies …

Smart congestion control for delay-and disruption tolerant networks

AP Silva, K Obraczka, S Burleigh… - 2016 13th Annual IEEE …, 2016 - ieeexplore.ieee.org
In this paper, we propose a novel congestion control framework for delay-and disruption
tolerant networks (DTNs). The proposed framework, called Smart-DTN-CC, adjusts its …

Message drop control buffer management policy for DTN routing protocols

S Rashid, Q Ayub, MSM Zahid, AH Abdullah - Wireless personal …, 2013 - Springer
In delay tolerant network interruptions will occur continuously because there is no end-to-
end path exists for the longer period of time from source to destination. In this context, delays …

A congestion control framework for delay-and disruption tolerant networks

AP Silva, K Obraczka, S Burleigh, JMS Nogueira… - Ad hoc networks, 2019 - Elsevier
Abstract Delay and Disruption Tolerant Networks (DTNs) are networks that experience
frequent and long-lived connectivity disruptions. Unlike traditional networks, such as TCP/IP …

Integrated sized-based buffer management policy for resource-constrained delay tolerant network

S Rashid, Q Ayub - Wireless Personal Communications, 2018 - Springer
Delay tolerant network is a type of network where the end-to-end path is not available from
source to destination due to the node mobility, dynamic topology and network partitioning or …

A congestion-aware GPCR routing protocol for vehicular ad-hoc network in urban scenarios

XT Liu, BJ Hu, ZH Wei, ZX Zhu - 2017 IEEE 9th international …, 2017 - ieeexplore.ieee.org
Flooding broadcast is the main way of vehicular node forwarding packets in Vehicular ad-
hoc network (VANET). However this way may cause network congestion especially when …