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Will SDN be part of 5G?

Zainab Zaidi, Vasilis Friderikos, Zarrar Yousaf, Simon Fletcher, Mischa Dohler, Hamid Aghvami
2018 IEEE Communications Surveys and Tutorials  
We have also provided a summary of the architectural developments in SDN-based mobile network landscape, including deployment options for SDN within NFV framework, as not all work can be covered under  ...  For many, this is no longer a valid question and the case is considered settled with SDN/NFV (Software Defined Networking/Network Function Virtualization) providing the inevitable innovation enablers towards  ...  ACKNOWLEDGMENT Partially funded by the EC H2020-ICT-2014-2 project 5G NORMA (  ... 
doi:10.1109/comst.2018.2836315 fatcat:4pto3cjdffebhbqxiuav44pm74

Will SDN be part of 5G? [article]

Zainab Zaidi, Vasilis Friderikos, Zarrar Yousaf, Simon Fletcher, Mischa Dohler, Hamid Aghvami
2018 arXiv   pre-print
For many, this is no longer a valid question and the case is considered settled with SDN/NFV (Software Defined Networking/Network Function Virtualization) providing the inevitable innovation enablers solving  ...  However, given the monumental task of softwarization of radio access network (RAN) while 5G is just around the corner and some companies have started unveiling their 5G equipment already, the concern is  ...  A good example is the recently approved 5G NR non-standalone standard which is an intermediate step towards full 5G NR deployment and it allows the operators to start experimenting with 5G equipment right  ... 
arXiv:1708.05096v2 fatcat:keyjxky2u5gobgeehu6zl2z6xq

From 5G to 6G Technology: Meets Energy, Internet-of-Things and Machine Learning: A Survey

Mohammed Najah Mahdi, Abdul Rahim Ahmad, Qais Saif Qassim, Hayder Natiq, Mohammed Ahmed Subhi, Moamin Mahmoud
2021 Applied Sciences  
Due to the rapid development of the fifth-generation (5G) applications, and increased demand for even faster communication networks, we expected to witness the birth of a new 6G technology within the next  ...  Therefore, this paper presents a critical analysis of 5G wireless networks', significant technological limitations and reviews the anticipated challenges of the 6G communication networks.  ...  Technique Core Term Core Idea Solution Drawbacks [96] DIY model Mobile networks. Table 2 . 2 Cont. Ref.  ... 
doi:10.3390/app11178117 fatcat:4vtzn5cae5eqtnzobtvzysi6mm

Crowdsourced Edge: A Novel Networking Paradigm for the Collaborative Community

Stephane Kundig, Constantinos Marios Angelopoulos, Sanmukh R. Kuppannagari, Jose Rolim, Viktor K. Prasanna
2020 2020 16th International Conference on Distributed Computing in Sensor Systems (DCOSS)  
, to establish collaborative networks for edge computing.  ...  In this paper, leveraging upon recent technological advancements and trends, we introduce a novel networking paradigm employing resources provided by independent crowd peers, within a zone of local proximity  ...  the key emerging technologies towards 5G [6] .  ... 
doi:10.1109/dcoss49796.2020.00080 dblp:conf/dcoss/KundigAKRP20 fatcat:74c3pju7jbg5zevaxqqsejcmva

An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning [article]

Dingzhu Wen, Xiaoyang Li, Qunsong Zeng, Jinke Ren, Kaibin Huang
2019 arXiv   pre-print
The 5G network connecting billions of Internet-of-Things (IoT) devices will make it possible to harvest an enormous amount of real-time mobile data.  ...  networks to train AI models at servers.  ...  Based on the above discussion, the procedure for energy efficient lazy updating is as follows. • Step 1 (Global Model Broadcasting): The server broadcasts the global model to all devices. • Step 2 (MAI  ... 
arXiv:1911.03878v2 fatcat:74ai6i7jzjbgdeulseprnl3rzi

Approximate Networking for Universal Internet Access

Junaid Qadir, Arjuna Sathiaseelan, Umar Farooq, Muhammad Usama, Muhammad Imran, Muhammad Shafique
2017 Future Internet  
Approximate networking can be used to provision "Global Access to the Internet for All" (GAIA) in a pragmatically tiered fashion, in which different users around the world are provided a different context-appropriate  ...  Since Internet is over-engineered for many practical applications and needs (i.e., not all applications and users of the Internet require high-fidelity Internet services), we argue that a viable GAIA-enabling  ...  Muhammad Ali Imran and Muhammad Shafique provided the technical guidance for 5G and Approximate Computing respectively. All authors provided comments on the manuscript at all stages.  ... 
doi:10.3390/fi9040094 fatcat:flvo2uusrrde3gzckys4f45l4u

A Topical Review on Machine Learning, Software Defined Networking, Internet of Things Applications: Research Limitations and Challenges

Imran, Zeba Ghaffar, Abdullah Alshahrani, Muhammad Fayaz, Ahmed Mohammed Alghamdi, Jeonghwan Gwak
2021 Electronics  
We provide a topical survey of the application and impact of software-defined networking on the Internet of things networks.  ...  Finally, we discuss challenges and issues in adopting machine learning and software-defined networking for the Internet of Things applications.  ...  Acknowledgments: We acknowledge and Thank Shabir Ahmad and Asif Mehmood for their help and support during research data collection and their valuable recommendations and suggestions.  ... 
doi:10.3390/electronics10080880 fatcat:726xbvypijeohdokejqkk3y444

End-to-End latency in HAD applications using cloud technology

Gottfried Allmer, Bernd Datler, Manfred Harrer, Peter Hrassnig, Felix Pletzer, Vijay Mudunuri, Dominik Figl, Oliver Hunger, Georg Joo
2018 Zenodo  
Measurement results for the configuration with the highest throughput rate show a mean latency of 2 to 6 seconds for traffic messages from infrastructure into the vehicle, excluding the time for event  ...  In the drive towards truly automated driving infrastructure data will play a substantial role, as it enhances the event horizon of the autonomous vehicle and enables the road operator to communicate strategic  ...  The output interface is a standardized DATEX II 2.3 interface, documented and always kept up-to-date on, DEPLOYMENTS, DII PROFILE DIRECTORY.  ... 
doi:10.5281/zenodo.1486543 fatcat:46ocqy7tmvdstmh5l3ump34xbu

Community Networks and Sustainability: a Survey of Perceptions, Practices, and Proposed Solutions

Panagiota Micholia, Merkouris Karaliopoulos, Iordanis Koutsopoulos, Leandro Navarro, Roger Baig, Dimitris Boucas, Maria Michalis, Panayiotis Antoniadis
2018 IEEE Communications Surveys and Tutorials  
Abstract-Community network (CN) initiatives have been around for roughly two decades, evangelizing a distinctly different paradigm for building, maintaining, and sharing network infrastructure but also  ...  Common to all these highly differentiated initiatives is the sustainability challenge. We approach sustainability as a broad term with an economical, political, and cultural context.  ...  will be the cornerstone for the next generation of mobile cellular systems, commonly advertised as 5G.  ... 
doi:10.1109/comst.2018.2817686 fatcat:necmpwr5h5grrflz2ecuqhgfa4

What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence [article]

Qiao Lan, Dingzhu Wen, Zezhong Zhang, Qunsong Zeng, Xu Chen, Petar Popovski, Kaibin Huang
2021 arXiv   pre-print
M2M SemCom refers to effectiveness techniques for efficiently connecting machines such that they can effectively execute a specific computation task in a wireless network.  ...  Guided by this, the main theme of wireless system design up until 5G was the data rate maximization.  ...  There is no doubt that SemCom will continue its growth, potentially becoming a primary area for technology innovation and breakthroughs in the 6G era.  ... 
arXiv:2110.00196v1 fatcat:33rbcxbpovfqtgt7gxjxdfzivy

Demystifying Competition and Cooperation Dynamics of the Aerial mmWave Access Market [article]

Olga Galinina, Leonardo Militano, Sergey Andreev, Alexander Pyattaev, Kerstin Johnsson, Antonino Orsino, Giuseppe Araniti, Antonio Iera, Mischa Dohler, Yevgeni Koucheryavy
2016 arXiv   pre-print
Cellular has always relied on static deployments for providing wireless access.  ...  However, even the emerging fifth-generation (5G) networks may face difficulty in supporting the increased traffic demand with rigid, fixed infrastructure without substantial over-provisioning.  ...  SUMMARY AND CONCLUSIONS The unique modeling framework proposed in this paper makes a decisive step towards understanding the novel market around the mmWave access systems as part of 5G landscape.  ... 
arXiv:1608.04943v1 fatcat:p4umecjeszhvhnmhl3yu6ymn7y

Streaming Media's Environmental Impact

Laura U. Marks, Joseph Clark, Jason Livingston, Denise Oleksijczuk, Lucas Hilderbrand
2020 Media+Environment  
, and invocation of a charismatic megafauna polar bear through Snapchat filters all constitute speculative sketches toward an eventual mobile application. 5 In something of a cruel but potentially effective  ...  IT engineers begin by defining a system boundary that includes some or all of the following: data centers, undersea cable, IP core networks, access networks, home networks, and user devices (phones, computers  ... 
doi:10.1525/001c.17242 fatcat:obkdz37u5nayjeyazqa25orwn4

Revealing technology innovation, competition and cooperation of self-driving vehicles from patent perspective

Yakun Ji, Xiuzhu Zhu, Tingwei Zhao, Lanfen Wu, Minghan Sun
2020 IEEE Access  
In this study, the Derwent Innovation Index (DII) is selected as the data source, the Jaccard index instead of the International Patent Classification (IPC) co-occurrence frequency is used to reflect the  ...  technical correlation, Relative Technology Advantage (RTA) index and the International Business Potential (IBP) are used to represent the competition among enterprises, and multiple network indicators  ...  All of the above factors provide a great convenience for users. The next step is to plan the retrieval strategy.  ... 
doi:10.1109/access.2020.3042019 fatcat:znmjcfxyujaxpceq7fe7tmctdu

Energy Internet, the Future Electricity System: Overview, Concept, Model Structure, and Mechanism

Akhil Joseph, Patil Balachandra
2020 Energies  
Energy Internet, a futuristic evolution of electricity system, is conceptualized as an energy sharing network.  ...  First, a comprehensive overview of Energy Internet is presented along with its aptness as a future evolution of electricity system.  ...  Acknowledgments: The authors would like to thank Experimental Power Grid Centre (EPGC), Energy Research Institute @ NTU, Singapore, for the financial support.  ... 
doi:10.3390/en13164242 fatcat:4alzailzxvg23mxpiuhw42cy7e

A Comprehensive IoT Node Proposal Using Open Hardware. A Smart Farming Use Case to Monitor Vineyards

Sergio Trilles, Alberto González-Pérez, Joaquín Huerta
2018 Electronics  
Situated in the context described above, the current study follows a Do-It-Yourself (DIY) approach.  ...  The last decade has witnessed a significant reduction in prices and an increased performance of electronic components, coupled with the influence of the shift towards the generation of open resources,  ...  All the cellular microcontrollers listed work similarly, they use a mobile network to transmit data to and from the cloud.  ... 
doi:10.3390/electronics7120419 fatcat:pemsbqu6mbaftl55fwkfezbroa
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