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5G Backhaul Challenges and Emerging Research Directions: A Survey

Mona Jaber, Muhammad Ali Imran, Rahim Tafazolli, Anvar Tukmanov
2016 IEEE Access  
This pioneering survey explains the 5G backhaul paradigm, presents a critical analysis of legacy, cutting-edge solutions, and new trends in backhauling, and proposes a novel consolidated 5G backhaul framework  ...  A new joint radio access and backhaul perspective is proposed for the evaluation of backhaul technologies which reinforces the belief that no single solution can solve the holistic 5G backhaul problem.  ...  ACKNOWLEDGMENT The views expressed here are those of the authors and do not necessarily reflect those of the affiliated organisations.  ... 
doi:10.1109/access.2016.2556011 fatcat:4aayqxthsbektfdygzbeejkjyy

Towards Autonomic Network Management: an Analysis of Current and Future Research Directions

Nancy Samaan, Ahmed Karmouch
2009 IEEE Communications Surveys and Tutorials  
The work presented in this article aims at putting these efforts into perspective deriving a more holistic view of the literature in this area.  ...  He is involved in several projects with industry and government laboratories in Canada and Europe.  ...  This article aspired to help advancing current research efforts in this area by surveying current approaches and putting them into perspective deriving a more holistic view.  ... 
doi:10.1109/surv.2009.090303 fatcat:75iyseruunc6pnrvw7fyvetmwy

Supply Chain 4.0: A Survey of Cyber Security Challenges, Solutions and Future Directions

Theresa Sobb, Benjamin Turnbull, Nour Moustafa
2020 Electronics  
This is examined from a holistic standpoint and through technology-specific lenses to determine current states and implications for future research directions.  ...  goal of increasing efficiency, timeliness and profitability, Supply chain 4.0 suffers from unique and emerging operational and cyber risks.  ...  Acknowledgments: The views expressed are the authors' and not necessarily those of the Royal Australian Air Force or the Australian Department of Defence.  ... 
doi:10.3390/electronics9111864 fatcat:h54irum3krb77gsj4x76w2mabm

A Survey on Security and Privacy of 5G Technologies: Potential Solutions, Recent Advancements and Future Directions

Rabia Khan, Pardeep Kumar, Dushantha Nalin K. Jayakody, Madhusanka Liyanage
2019 IEEE Communications Surveys and Tutorials  
Our survey covered a holistic investigations on security challenges in key 5G security domains, including authentication, access control, communication security and encryption.  ...  For instance, 5G network monitoring applications should be able to monitor and manage virtual entities. 2) Future Directions: One possibility to monitor these virtual entities is to monitor inter-VNF communication  ... 
doi:10.1109/comst.2019.2933899 fatcat:bulfng6levdelgmel7oxoi6pna

High-Availability Clusters: A Taxonomy, Survey, and Future Directions [article]

Premathas Somasekaram, Radu Calinescu, Rajkumar Buyya
2021 arXiv   pre-print
integrity, and data synchronisation; and we use this taxonomy to provide a comprehensive survey of the end-to-end software solutions available for the HAC deployment of enterprise applications.  ...  Finally, we discuss the limitations and challenges of existing HAC solutions, and we identify opportunities for future research in the area.  ...  A discussion of these new directions for HAC research and solutions is also provided in the article. This is the first taxonomy and in-depth survey that focus on HACs.  ... 
arXiv:2109.15139v2 fatcat:yw3izfigkncbhkjkl43ptfuxu4

A Comprehensive Survey of the Tactile Internet: State-of-the-Art and Research Directions

Nattakorn Promwongsa, Amin Ebrahimzadeh, Diala Naboulsi, Somayeh Kianpisheh, Fatna Belqasmi, Roch Glitho, Noel Crespi, Omar Alfandi
2021 IEEE Communications Surveys and Tutorials  
However, none of them offers a comprehensive survey of the Tactile Internet, including its architectures and algorithms.  ...  In addition, we critically review them using a well-defined set of requirements and discuss some of the lessons learned as well as the most promising research directions.  ...  The survey is indeed comprehensive in terms of haptic communications. However, like all tutorials/surveys that do not take a holistic view to the Tactile Internet, it does miss a few key aspects.  ... 
doi:10.1109/comst.2020.3025995 fatcat:wdqtfbwitvcp3phrtzlshnjlse

The Shanghai Cooperation Organization and Eurasian geopolitics: new directions, perspectives, and challenges

Austin Jersild
2014 Central Asian Survey  
and Pakistani links) could make a considerable 39.  ...  mainly towards China and russia.  ...  Friendship with Moderation The Central Asian Point of View on the SCO Marlene Laruelle and Sebastien peyrouse T he Shanghai Cooperation organization (SCo) is a much discussed and studied international  ... 
doi:10.1080/02634937.2014.982913 fatcat:lmgp2z7bavfepj6oqhgyt5xz5e

A Comprehensive Survey of the Tactile Internet: State of the art and Research Directions [article]

N. Promwongsa, A. Ebrahimzadeh, D. Naboulsi, S. Kianpisheh, F. Belqasmi, R. Glitho, N. Crespi, O. Alfandi
2020 arXiv   pre-print
However, none of them offers a comprehensive survey of the Tactile Internet, including its architectures and algorithms.  ...  In addition, we critically review them using a well-defined set of requirements and discuss some of the lessons learned as well as the most promising research directions.  ...  ACKNOWLEDGMENT This work is partially funded by the Canadian Natural Sciences and Engineering Research Council (NSERC) and by Ericsson through a CRD grant, as well as by the Canada Research Chair program  ... 
arXiv:2009.12164v1 fatcat:iymlwb3gufhjzfkiuiatza2kni

Detecting socially interacting groups using f-formation: A survey of taxonomy, methods, datasets, applications, challenges, and future research directions [article]

Hrishav Bakul Barua, Theint Haythi Mg, Pradip Pramanick, Chayan Sarkar
2021 arXiv   pre-print
We also put forward a novel holistic survey framework combining all the possible concerns and modules relevant to this problem.  ...  We discuss certain open challenges and limitations in current literature along with possible future research directions based on this framework.  ...  In Section 3, we propose a generic and holistic framework for group and interaction detection using formations which also becomes the basis of categorization of the literature in the survey based on the  ... 
arXiv:2108.06181v2 fatcat:walfqfi55fe4fja3imr4qu6asu

Linking Cognitive Styles and Values

Herman Van den Broeck, Karlien Vanderheyden, Eva Cools
2003 Social Science Research Network  
The results revealed different value patterns for analytic and holistic thinkers, indicating that analytic people were more conservative, while holistic people were more open to change.  ...  As to the dimension of self-transcendence versus self-enhancement, a significant difference was found between the two types of analytic thinkers, as well as between analytic and holistic individuals.  ...  We expected analytic people to be more self-transcendent, and holistic people more oriented towards self-enhancement.  ... 
doi:10.2139/ssrn.397202 fatcat:w4mag6o26bd2fbdz2647du3bju

Linking Administrative Data: An Evolutionary Schema [article]

Jack Lothian, Anders Holmberg, Allyson Seyb
2017 arXiv   pre-print
Like most methodologists, the authors see surveys and the publications of their results as a process where estimation is the key tool to achieve the final goal of an accurate statistical output.  ...  Randomness and sampling exists to support this goal, and early on it was clear to us that the incoming it-is-what-it-is data sources were not randomly selected.  ...  TSE challenges us to view survey errors in a structured and holistic manner.  ... 
arXiv:1712.08522v1 fatcat:tysmzuroqnblhhlay4gh5xq5fq

How can big data and machine learning benefit environment and water management: A survey of methods, applications, and future directions

Alexander Y. Sun, Bridget R Scanlon
2019 Environmental Research Letters  
The authors are grateful to Dr Michael Fienen and an anonymous reviewer for their constructive comments on the original manuscript.  ...  Conclusions and future directions This review provides an evidence-based survey on applications of Big Data and machine learning (ML) in EWM, with an emphasis on deep learning (DL).  ...  view toward their strengths and limitations and their roles in advancing the current research.  ... 
doi:10.1088/1748-9326/ab1b7d fatcat:vx4thuy45vhlnmhu7bk2hwh2g4

Linking forestry, sustainability and aesthetics

T. Panagopoulos
2009 Ecological Economics  
Psychophysical preference modelling is a popular quantitative holistic technique of landscape evaluation and if used in combination with indirect aesthetic evaluation methods might create new standards  ...  In forest planning, little research has been devoted towards examining how visual-impact assessment can improve the public acceptance of forest activities and augment forest sustainability.  ...  In the present work the methods of aesthetic evaluation of landscapes were grouped into direct and indirect.  ... 
doi:10.1016/j.ecolecon.2009.05.006 fatcat:rpqxi3g3uzedncqdyv2krcquoq

Building Internet of Things-Enabled Digital Twins and Intelligent Applications Using a Real-time Linked Dataspace [chapter]

Edward Curry, Wassim Derguech, Souleiman Hasan, Christos Kouroupetroglou, Umair ul Hassan, Willem Fabritius
2019 Real-time Linked Dataspaces  
The chapter covers the role of a Real-time Linked Dataspace to enable the creation of digital twins, and an evaluation of intelligent applications.  ...  Creating digital twins and intelligent application using a Real-time Linked Dataspace is detailed in Sect. 16.3. The results from the smart energy and water pilots are detailed in Sect. 16.4.  ...  The Entity Management Service (EMS) builds awareness regarding the entities in the environment through entity linking and enrichment (which can be supported by the Human Task Service).  ... 
doi:10.1007/978-3-030-29665-0_16 fatcat:624zdrgeszcg3gouvgueafdrda

Linking Ontology, Epistemology And Research Methodology

Mukhles M. Al-Ababneh
2020 Science & Philosophy  
The purpose of this paper is to offer insights that can help researchers to link ontology, epistemology and research methodology.  ...  This paper outlines the links among ontology, epistemology and research methodology by exploring ontological, epistemological and methodological perspectives in the research.  ...  The deductive approach should be used when research focuses on developing theory and hypotheses, and designs a research strategy to test hypotheses.  ... 
doi:10.23756/sp.v8i1.500 doaj:5a8cfdc6262f41fa92c56789e71e70bd fatcat:z7ergedyt5bnzibf2ffyuqpmim
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