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Wireless industry nowadays is facing two major challenges: 1) how to support the vertical industry applications so that to expand the wireless industry market and 2) how to further enhance device capability and user experience. In this…

Networking and Internet Architecture · Computer Science 2016-08-03 Qian Li , Geng Wu , Apostolos Papathanassiou , Udayan Mukherjee

The grand objective of 5G wireless technology is to support three generic services with vastly heterogeneous requirements: enhanced mobile broadband (eMBB), massive machine-type communications (mMTC), and ultra-reliable low-latency…

Networking and Internet Architecture · Computer Science 2018-08-02 Petar Popovski , Kasper F. Trillingsgaard , Osvaldo Simeone , Giuseppe Durisi

The networking industry, compared to the compute industry, has been slow in evolving from a closed ecosystem with limited abstractions to a more open ecosystem with well-defined sophisticated high level abstractions. This has resulted in an…

Networking and Internet Architecture · Computer Science 2016-06-13 Junaid Qadir , Nadeem Ahmed , Faqir Zarrar Yousaf , Ali Taqweem

This paper proposes a neural architecture search (NAS) method for split computing. Split computing is an emerging machine-learning inference technique that addresses the privacy and latency challenges of deploying deep learning in IoT…

Machine Learning · Computer Science 2022-08-31 Shoma Shimizu , Takayuki Nishio , Shota Saito , Yoichi Hirose , Chen Yen-Hsiu , Shinichi Shirakawa

Ultra-reliable vehicle-to-everything (V2X) communication is essential for enabling the next generation of intelligent vehicles. V2X communication refers to the exchange of information between vehicle and infrastructure (V2I) or between…

Networking and Internet Architecture · Computer Science 2018-05-22 Hamza Khan , Petri Luoto , Mehdi Bennis , Matti Latva-aho

The customization of services in Fifth-generation (5G) and Beyond 5G (B5G) networks relies heavily on network slicing, which creates multiple virtual networks on a shared physical infrastructure, tailored to meet specific requirements of…

Networking and Internet Architecture · Computer Science 2026-01-12 Nguyen Phuc Tran , Oscar Delgado , Brigitte Jaumard

Applications such as holographic concerts are now emerging. However, their provisioning remains highly challenging. Requirements such as high bandwidth and ultra-low latency are still very challenging for the current network infrastructure.…

Networking and Internet Architecture · Computer Science 2023-07-19 Fatemeh Aghaaliakbari , Zakaria Ait Hmitti , Marsa Rayani , Manel Gherari , Roch H. Glitho , Halima Elbiaze , Wessam Ajib

Network slicing is considered a key enabler to 5th Generation (5G) communication networks. Mobile network operators may deploy network slices -- complete logical networks customized for specific services expecting a certain Quality of…

Networking and Internet Architecture · Computer Science 2019-09-19 Sebastian Gallenmüller , Johannes Naab , Iris Adam , Georg Carle

There are three generic services in 5G: enhanced mobile broadband (eMBB), ultra-reliable low-latency communications (URLLC), and massive machine-type communications (mMTC). To guarantee the performance of heterogeneous services, network…

Information Theory · Computer Science 2023-07-13 Yuanwen Liu , Bruno Clerckx , Petar Popovski

Applying of network slicing in vehicular networks becomes a promising paradigm to support emerging Vehicle-to-Vehicle (V2V) applications with diverse quality of service (QoS) requirements. However, achieving effective network slicing in…

Information Theory · Computer Science 2021-08-30 Jie Mei , Xianbin Wang , Kan Zheng

Fifth Generation (5G) networks are envisioned to be fully autonomous in accordance to the ETSI-defined Zero touch network and Service Management (ZSM) concept. To this end, purpose-specific Machine Learning (ML) models can be used to manage…

Networking and Internet Architecture · Computer Science 2020-05-13 Xenofon Vasilakos , Navid Nikaein , Dean H Lorenz , Berkay Koksal , Nasim Ferdosian

Network slicing is an effective 5G concept for improved resource utilization and service scalability tailored to users (UEs) requirements. According to the standardization, 5G system should support UEs through specification of its…

Networking and Internet Architecture · Computer Science 2021-06-30 Sharvari Ravindran , Saptarshi Chaudhuri , Jyotsna Bapat , Debabrata Das

This survey paper presents a comprehensive examination of Spiking Neural Network (SNN) architecture search (SNNaS) from a unique hardware/software co-design perspective. SNNs, inspired by biological neurons, have emerged as a promising…

Neural and Evolutionary Computing · Computer Science 2026-04-06 Kama Svoboda , Tosiron Adegbija

The 5th generation (5G) and beyond network offers substantial promise as the ideal wireless technology to replace the existing inflexible wired connections in traditional factories of today. 5G network slicing allows for tailored allocation…

Networking and Internet Architecture · Computer Science 2024-08-01 Regina Ochonu , Josep Vidal

The unstoppable adoption of the Internet of Things (IoT) is driven by the deployment of new services that require continuous capture of information from huge populations of sensors, or actuating over a myriad of "smart" objects.…

Networking and Internet Architecture · Computer Science 2024-04-01 David Candal-Ventureira , Pablo Fondo-Ferreiro , Felipe Gil-Castiñeira , Francisco Javier González-Castaño

The rapid growth of the Internet of Things (IoT) applications inflicts high requirements for computing resources and network bandwidth. A growing number of service providers are applying edge-cloud computing to improve the quality of their…

Distributed, Parallel, and Cluster Computing · Computer Science 2024-12-05 Hafiz Faheem Shahid , Erkki Harjula

Although the complete scope of the sixth generation of mobile technologies (6G) is still unclear, the prominence of the Internet of Things (IoT) and Artificial Intelligence (AI) / Machine Learning (ML) in the networking field is undeniable.…

Networking and Internet Architecture · Computer Science 2023-05-11 David Carrascal , Elisa Rojas , Diego Lopez-Pajares

In this paper, we study a network slicing problem for edge-cloud orchestrated vehicular networks, in which the edge and cloud servers are orchestrated to process computation tasks for reducing network slicing cost while satisfying the…

Networking and Internet Architecture · Computer Science 2023-01-10 Wen Wu , Kaige Qu , Peng Yang , Ning Zhang , Xuemin , Shen , Weihua Zhuang

The interconnection of 5G and non-terrestrial networks (NTNs) has been actively studied to expand connectivity beyond conventional terrestrial infrastructure. In the 3GPP standardization of 5G systems, the 5G Quality of Service (QoS)…

Networking and Internet Architecture · Computer Science 2026-02-11 Yuma Abe , Mariko Sekiguchi , Amane Miura

Network slicing is considered one of the key enabling technologies for 5G due to its ability to customize and "slice" a common resource to support diverse services and verticals.This paper introduces a novel inter-operator network slicing…

Networking and Internet Architecture · Computer Science 2020-01-29 Yong Xiao , Mohammed Hirzallah , Marwan Krunz