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Split computing and early exiting for deep learning applications: Survey and research challenges
Mobile devices such as smartphones and autonomous vehicles increasingly rely on deep
neural networks (DNNs) to execute complex inference tasks such as image classification …
neural networks (DNNs) to execute complex inference tasks such as image classification …
[HTML][HTML] A survey on vehicular task offloading: Classification, issues, and challenges
Emerging vehicular applications with strict latency and reliability requirements pose high
computing requirements, and current vehicles' computational resources are not adequate to …
computing requirements, and current vehicles' computational resources are not adequate to …
AI and 6G into the metaverse: Fundamentals, challenges and future research trends
Since Facebook was renamed Meta, a lot of attention, debate, and exploration have
intensified about what the Metaverse is, how it works, and the possible ways to exploit it. It is …
intensified about what the Metaverse is, how it works, and the possible ways to exploit it. It is …
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 …
A survey on the handover management in 5G-NR cellular networks: aspects, approaches and challenges
With the purpose of providing higher data rate and ultra-reliable and low-latency
communications for the users, employing the small cells in the upcoming Fifth-Generation …
communications for the users, employing the small cells in the upcoming Fifth-Generation …
[HTML][HTML] A comprehensive overview of TCP congestion control in 5G networks: Research challenges and future perspectives
In today's data networks, the main protocol used to ensure reliable communications is the
transmission control protocol (TCP). The TCP performance is largely determined by the used …
transmission control protocol (TCP). The TCP performance is largely determined by the used …
[HTML][HTML] End-to-end congestion control approaches for high throughput and low delay in 4G/5G cellular networks
Cellular networks have evolved to support high peak bitrates with low loss rates as observed
by the higher layers. However, applications and services running over cellular networks are …
by the higher layers. However, applications and services running over cellular networks are …
Bottlefit: Learning compressed representations in deep neural networks for effective and efficient split computing
Although mission-critical applications require the use of deep neural networks (DNNs), their
continuous execution at mobile devices results in a significant increase in energy …
continuous execution at mobile devices results in a significant increase in energy …
Head network distillation: Splitting distilled deep neural networks for resource-constrained edge computing systems
As the complexity of Deep Neural Network (DNN) models increases, their deployment on
mobile devices becomes increasingly challenging, especially in complex vision tasks such …
mobile devices becomes increasingly challenging, especially in complex vision tasks such …
Throughput analysis for TCP over the FSO-based satellite-assisted internet of vehicles
Free-space optics (FSO)-based, low-earth orbit (LEO) satellite-assisted Internet of vehicles
(IoVs) has recently attracted research efforts worldwide. For the majority of Internet …
(IoVs) has recently attracted research efforts worldwide. For the majority of Internet …