메뉴 건너뛰기




Volumn 4, Issue 2, 2018, Pages 77-86

Edge computing technologies for Internet of Things: a primer

Author keywords

Cloudlets; Fog computing; Internet of Things (IoT); Mobile edge computing

Indexed keywords


EID: 85045838083     PISSN: 24685925     EISSN: 23528648     Source Type: Journal    
DOI: 10.1016/j.dcan.2017.07.001     Document Type: Article
Times cited : (467)

References (77)
  • 1
    • 85027015711 scopus 로고    scopus 로고
    • Recent advances in fog radio access networks: performance analysis and radio resource allocation
    • Peng, M., Zhang, K., Recent advances in fog radio access networks: performance analysis and radio resource allocation. IEEE Access J. 4 (2016), 5003–5009.
    • (2016) IEEE Access J. , vol.4 , pp. 5003-5009
    • Peng, M.1    Zhang, K.2
  • 3
    • 84866409323 scopus 로고    scopus 로고
    • The Internet of Things How the Next Evolution of the Internet Is Changing Everything
    • White Pap
    • CISCO, The Internet of Things How the Next Evolution of the Internet Is Changing Everything. White Pap, 2011 http://www.cisco.com/c/dam/en us/about/ac79/docs/innov/IoT_IBSG_0411FINAL.pdf.
    • (2011)
    • CISCO1
  • 4
    • 85010031130 scopus 로고    scopus 로고
    • Fog and IoT: an overview of research opportunities
    • Chiang, M., Zhang, T., Fog and IoT: an overview of research opportunities. IEEE Internet Things J. 3 (2016), 854–864.
    • (2016) IEEE Internet Things J. , vol.3 , pp. 854-864
    • Chiang, M.1    Zhang, T.2
  • 5
    • 84938833346 scopus 로고    scopus 로고
    • A practical evaluation of information processing and abstraction techniques for the internet of things
    • Ganz, F., Puschmann, D., Barnaghi, P., Carrez, F., A practical evaluation of information processing and abstraction techniques for the internet of things. IEEE Internet Things J. 2 (2015), 340–354.
    • (2015) IEEE Internet Things J. , vol.2 , pp. 340-354
    • Ganz, F.1    Puschmann, D.2    Barnaghi, P.3    Carrez, F.4
  • 7
    • 85031934312 scopus 로고    scopus 로고
    • QoS-aware deployment of IoT applications through the fog
    • Brogi, A., Forti, S., QoS-aware deployment of IoT applications through the fog. IEEE Internet Things J., 2017, 10.1109/JIOT.2017.2701408.
    • (2017) IEEE Internet Things J.
    • Brogi, A.1    Forti, S.2
  • 8
    • 85026378512 scopus 로고    scopus 로고
    • A survey on internet of things: architecture, enabling Technologies, security and privacy, and applications
    • Lin, J., Yu, W., Zhang, N., Yang, X., Zhang, H., Zhao, W., A survey on internet of things: architecture, enabling Technologies, security and privacy, and applications. IEEE Internet Things J., 2017.
    • (2017) IEEE Internet Things J.
    • Lin, J.1    Yu, W.2    Zhang, N.3    Yang, X.4    Zhang, H.5    Zhao, W.6
  • 10
    • 85018474460 scopus 로고    scopus 로고
    • SDN and virtualization solutions for the Internet of Things: a survey
    • Bizanis, N., Kuipers, F., SDN and virtualization solutions for the Internet of Things: a survey. IEEE Access. J. 4 (2016), 5591–5606.
    • (2016) IEEE Access. J. , vol.4 , pp. 5591-5606
    • Bizanis, N.1    Kuipers, F.2
  • 11
    • 84964035333 scopus 로고    scopus 로고
    • Resource allocation optimization for delay-sensitive traffic in fronthaul constrained cloud radio access networks
    • Li, J., Peng, M., Cheng, A., Yu, Y., Wang, C., Resource allocation optimization for delay-sensitive traffic in fronthaul constrained cloud radio access networks. IEEE Syst. J., 2014, 1–12.
    • (2014) IEEE Syst. J. , pp. 1-12
    • Li, J.1    Peng, M.2    Cheng, A.3    Yu, Y.4    Wang, C.5
  • 12
    • 84939478779 scopus 로고    scopus 로고
    • Mobile-edge Computing Introductory Technical White Paper
    • White Paper Mobile-edge Computing Industry Initiative
    • ETSI, Mobile-edge Computing Introductory Technical White Paper. White Paper, 2014, Mobile-edge Computing Industry Initiative https://portal.etsi.org/portals/0/tbpages/mec/docs/mobile-edge_computing_– _introductory_technical_white_paper_v1.
    • (2014)
    • ETSI1
  • 13
    • 85043694692 scopus 로고    scopus 로고
    • A Survey on Mobile Edge Computing: the Communication Perspective
    • Mao, Y., You, C., Zhang, J., Huang, K., Letaief, K.B., A Survey on Mobile Edge Computing: the Communication Perspective. 2017 https://arxiv.org/abs/1701.01090.
    • (2017)
    • Mao, Y.1    You, C.2    Zhang, J.3    Huang, K.4    Letaief, K.B.5
  • 14
    • 84981742139 scopus 로고    scopus 로고
    • Fog Computing and Mobile Edge Cloud Gain Momentum Open Fog Consortium
    • ETSI MEC and Cloudlets
    • Klas, Guenter I., Fog Computing and Mobile Edge Cloud Gain Momentum Open Fog Consortium. 2015, ETSI MEC and Cloudlets http://yucianga.info/?p=938.
    • (2015)
    • Klas, G.I.1
  • 16
    • 84941010819 scopus 로고    scopus 로고
    • Increasing Mobile Operators’ Value Proposition with Edge Computing
    • White Pap
    • Nokia Solutions and Networks, Increasing Mobile Operators’ Value Proposition with Edge Computing. White Pap, 2013, 1–6 http://nsn.com/portfolio/liquid-net/intelligent-broadband-management/liquid-applications.
    • (2013) , pp. 1-6
    • Nokia Solutions and Networks1
  • 17
    • 84963757817 scopus 로고    scopus 로고
    • Mobile Edge Computing a Key Technology towards 5G
    • Hu, Y. Ch., Patel, M., Sabella, D., Sprecher, N., Young, V., Mobile Edge Computing a Key Technology towards 5G. 2015 http://10.3.200.202/cache/8/03/etsi.org/6e14a9668574b8b935111768d9f6e501/etsi_wp11_mec_a_key_technology_towards_5g.pdf.
    • (2015)
    • Hu, Y.C.1    Patel, M.2    Sabella, D.3    Sprecher, N.4    Young, V.5
  • 18
    • 85041771327 scopus 로고    scopus 로고
    • Edge Computing Prepares for a Multi-access Future
    • Sprecher, N., Friis, J., Dolby, R., Reister, J., Edge Computing Prepares for a Multi-access Future. 2016 http://www.telecomtv.com/articles/mec/edge-computing-prepares-for-a-multi-access-future-13986/.
    • (2016)
    • Sprecher, N.1    Friis, J.2    Dolby, R.3    Reister, J.4
  • 19
    • 84866627419 scopus 로고    scopus 로고
    • Fog Computing and its Role in the Internet of Things
    • Proc. First Ed. MCC Work. Mob. Cloud Comput.
    • Bonomi, F., Milito, R., Zhu, J., Addepalli, S., Fog Computing and its Role in the Internet of Things. Proc. First Ed. MCC Work. Mob. Cloud Comput. 2012, 13–16.
    • (2012) , pp. 13-16
    • Bonomi, F.1    Milito, R.2    Zhu, J.3    Addepalli, S.4
  • 20
    • 84894675432 scopus 로고    scopus 로고
    • Heterogeneity in mobile cloud computing: taxonomy and open challenges
    • Sanaei, Z., Abolfazli, S., Gani, A., Buyya, R., Heterogeneity in mobile cloud computing: taxonomy and open challenges. IEEE Commun. Surv. Tutor. 16 (2014), 369–392.
    • (2014) IEEE Commun. Surv. Tutor. , vol.16 , pp. 369-392
    • Sanaei, Z.1    Abolfazli, S.2    Gani, A.3    Buyya, R.4
  • 22
    • 85007015710 scopus 로고    scopus 로고
    • Are Cloudlets Necessary?
    • School of Computer Sci. Carnegie Mellon Univ. Pittsburgh, PA, USA Tech. Rep. CMU-CS-15-139
    • Gao, Y., Hu, W., Ha, K., Amos, B., et al. Are Cloudlets Necessary?. 2015, School of Computer Sci. Carnegie Mellon Univ., Pittsburgh, PA, USA Tech. Rep. CMU-CS-15-139 http://reports-archive.adm.cs.cmu.edu/anon/anon/usr/ftp/usr0/ftp/2015/CMU-CS-15-139.pdf.
    • (2015)
    • Gao, Y.1    Hu, W.2    Ha, K.3    Amos, B.4
  • 23
    • 84978680412 scopus 로고    scopus 로고
    • Adaptive VM Handoff across Cloudlets
    • Technical Report CMU-CS-15-113 CMU School of Computer Science
    • Ha, K., Abe, Y., Chen, Z., Hu, W., et al. Adaptive VM Handoff across Cloudlets. Technical Report CMU-CS-15-113, 2015, CMU School of Computer Science http://ra.adm.cs.cmu.edu/anon/2015/CMU-CS-15-113.pdf.
    • (2015)
    • Ha, K.1    Abe, Y.2    Chen, Z.3    Hu, W.4
  • 28
    • 84981744551 scopus 로고    scopus 로고
    • OpenStack++ for Cloudlet Deployment
    • School of Computer Science Carnegie Mellon University Pittsburgh
    • Ha, K., Satyanarayanan, M., OpenStack++ for Cloudlet Deployment. 2015, School of Computer Science Carnegie Mellon University Pittsburgh http://elijah.cs.cmu.edu/DOCS/CMU-CS-15-123.pdf.
    • (2015)
    • Ha, K.1    Satyanarayanan, M.2
  • 29
    • 85010361224 scopus 로고    scopus 로고
    • Mobile Edge Computing (MEC) Terminology V1.1.1
    • ETSI GS MEC 001, Mobile Edge Computing (MEC) Terminology V1.1.1. 2016 http://www.etsi.org/deliver/etsi_gs/MEC/001_099/001/01.01.01_60/gs_MEC001v010101p.pdf.
    • (2016)
    • ETSI GS MEC 0011
  • 30
    • 85010361224 scopus 로고    scopus 로고
    • Mobile Edge Computing (MEC) Technical Requirements V1.1.1
    • ETSI GS MEC 002, Mobile Edge Computing (MEC) Technical Requirements V1.1.1. 2016 http://www.etsi.org/deliver/etsi_gs/MEC/001_099/002/01.01.01_60/gs_MEC002v010101p.pdf.
    • (2016)
    • ETSI GS MEC 0021
  • 31
    • 85010361224 scopus 로고    scopus 로고
    • Mobile Edge Computing (MEC) Framework and Reference Architecture V1.1.1
    • ETSI GS MEC 003, Mobile Edge Computing (MEC) Framework and Reference Architecture V1.1.1. 2016 http://www.etsi.org/deliver/etsi_gs/MEC/001_099/003/01.01.01_60/gs_MEC003v010101p.pdf.
    • (2016)
    • ETSI GS MEC 0031
  • 32
    • 84979731811 scopus 로고    scopus 로고
    • Mobile Edge Computing (MEC) Service Scenarios V1.1.1
    • ETSI GS MEC-IEG 004, Mobile Edge Computing (MEC) Service Scenarios V1.1.1. 2015 http://www.etsi.org/deliver/etsi_gs/MEC/001_099/004/01.01.01_60/gs_MEC003v010101p.pdf.
    • (2015)
    • ETSI GS MEC-IEG 0041
  • 33
    • 85010361224 scopus 로고    scopus 로고
    • Mobile Edge Computing (MEC) Proof of Concept Framework V1.1.1
    • ETSI GS MEC-IEG 005, Mobile Edge Computing (MEC) Proof of Concept Framework V1.1.1. 2015 http://www.etsi.org/deliver/etsi_gs/MEC-IEG/001_099/005/01.01.01_60/gs_MEC-IEG005v010101p.pdf.
    • (2015)
    • ETSI GS MEC-IEG 0051
  • 34
    • 85059656108 scopus 로고    scopus 로고
    • Mobile Edge Computing Market Acceleration MEC Metrics Best Practice and Guidelines V1.1.1
    • ETSI GS MEC-IEG 006, Mobile Edge Computing Market Acceleration MEC Metrics Best Practice and Guidelines V1.1.1. 2017 http://www.etsi.org/deliver/etsi_gs/MEC-IEG/001_099/006/01.01.01_60/gs_MEC-IEG006v010101p.pdf.
    • (2017)
    • ETSI GS MEC-IEG 0061
  • 37
    • 84994484719 scopus 로고    scopus 로고
    • Vehicular delay-tolerant networks for smart grid data management using mobile edge computing
    • Kumar, N., Zeadally, S., Rodrigues, J.J.P.C., Vehicular delay-tolerant networks for smart grid data management using mobile edge computing. IEEE Commun. Mag. 54 (2016), 60–66.
    • (2016) IEEE Commun. Mag. , vol.54 , pp. 60-66
    • Kumar, N.1    Zeadally, S.2    Rodrigues, J.J.P.C.3
  • 38
    • 85012981859 scopus 로고    scopus 로고
    • EdgeIoT: mobile edge computing for the Internet of Things
    • Sun, X., Ansari, N., EdgeIoT: mobile edge computing for the Internet of Things. IEEE Commun. Mag. 54 (2016), 22–29.
    • (2016) IEEE Commun. Mag. , vol.54 , pp. 22-29
    • Sun, X.1    Ansari, N.2
  • 39
    • 85011995008 scopus 로고    scopus 로고
    • Mobile edge cloud network design optimization
    • Ceselli, A., Premoli, M., Secci, S., Mobile edge cloud network design optimization. IEEE/ACM Trans. Netw. 25 (2017), 1818–1831.
    • (2017) IEEE/ACM Trans. Netw. , vol.25 , pp. 1818-1831
    • Ceselli, A.1    Premoli, M.2    Secci, S.3
  • 40
    • 85032751657 scopus 로고    scopus 로고
    • Communicating while computing: distributed mobile cloud computing over 5G heterogeneous networks
    • Barbarossa, S., Sardellitti, S., Di Lorenzo, P., Communicating while computing: distributed mobile cloud computing over 5G heterogeneous networks. IEEE Signal Process. Mag. 31 (2014), 45–55.
    • (2014) IEEE Signal Process. Mag. , vol.31 , pp. 45-55
    • Barbarossa, S.1    Sardellitti, S.2    Di Lorenzo, P.3
  • 41
    • 85028360031 scopus 로고    scopus 로고
    • Mobile Edge Computing: a survey on architecture and computation offloading
    • Mach, P., Becvar, Z., Mobile Edge Computing: a survey on architecture and computation offloading. IEEE Commun. Surv. Tutor. 19 (2017), 1628–1656, 10.1109/COMST.2017.2682318.
    • (2017) IEEE Commun. Surv. Tutor. , vol.19 , pp. 1628-1656
    • Mach, P.1    Becvar, Z.2
  • 44
    • 85015384872 scopus 로고    scopus 로고
    • Efficient multi-user computation offloading for mobile-edge cloud computing
    • Chen, X., Jiao, L., Li, W., Fu, X., Efficient multi-user computation offloading for mobile-edge cloud computing. IEEE/ACM Trans. Netw. 24 (2016), 2795–2808.
    • (2016) IEEE/ACM Trans. Netw. , vol.24 , pp. 2795-2808
    • Chen, X.1    Jiao, L.2    Li, W.3    Fu, X.4
  • 45
    • 85015263422 scopus 로고    scopus 로고
    • Energy-efficient resource allocation for mobile-edge computation offloading
    • You, C., Huang, K., Chae, H., Kim, B.H., Energy-efficient resource allocation for mobile-edge computation offloading. IEEE Trans. Wirel. Commun. 16 (2017), 1397–1411.
    • (2017) IEEE Trans. Wirel. Commun. , vol.16 , pp. 1397-1411
    • You, C.1    Huang, K.2    Chae, H.3    Kim, B.H.4
  • 46
    • 84988505587 scopus 로고    scopus 로고
    • Joint optimization of radio and computational resources for multicell mobile-edge computing
    • Sardellitti, S., Scutari, G., Barbarossa, S., Joint optimization of radio and computational resources for multicell mobile-edge computing. IEEE Trans. Signal Inf. Process. Over Netw. 1 (2015), 89–103.
    • (2015) IEEE Trans. Signal Inf. Process. Over Netw. , vol.1 , pp. 89-103
    • Sardellitti, S.1    Scutari, G.2    Barbarossa, S.3
  • 47
  • 50
    • 84981303409 scopus 로고    scopus 로고
    • PRIMAL: PRofIt Maximization Avatar pLacement for mobile edge computing
    • Sun, X., Ansari, N., PRIMAL: PRofIt Maximization Avatar pLacement for mobile edge computing. 2016 IEEE Int. Conf. Commun. ICC 2016, 2016, 1–6.
    • (2016) 2016 IEEE Int. Conf. Commun. ICC 2016 , pp. 1-6
    • Sun, X.1    Ansari, N.2
  • 52
    • 85047124583 scopus 로고    scopus 로고
    • Open Fog Consortium, [Online].
    • Open Fog Consortium, [Online]. https://www.openfogconsortium.org/.
  • 53
    • 85047109729 scopus 로고    scopus 로고
    • OpenFog Architecture Overview White Paper
    • OpenFog Consortium Architecture Working Group, OpenFog Architecture Overview White Paper. https://www.openfogconsortium.org/wp-content/uploads/OpenFog-Architecture-Overview-WP-2-2016.pdf.
    • OpenFog Consortium Architecture Working Group1
  • 54
    • 85039155500 scopus 로고    scopus 로고
    • OpenFog Reference Architecture for Fog Computing
    • Open Fog Consortium, OpenFog Reference Architecture for Fog Computing. https://www.openfogconsortium.org/wp-content/uploads/OpenFog_Reference_Architecture_2_09_17-FINAL-1.pdf.
    • Open Fog Consortium1
  • 55
    • 84986211321 scopus 로고    scopus 로고
    • Fog computing: helping the Internet of Things realize its potential
    • Dastjerdi, A.V., Buyya, R., Fog computing: helping the Internet of Things realize its potential. Computer 49 (2016), 112–116.
    • (2016) Computer , vol.49 , pp. 112-116
    • Dastjerdi, A.V.1    Buyya, R.2
  • 56
    • 85019139900 scopus 로고    scopus 로고
    • Live data analytics with collaborative edge and cloud processing in wireless IoT networks
    • Sharma, S.K., Wang, X., Live data analytics with collaborative edge and cloud processing in wireless IoT networks. IEEE Access 5 (2017), 4621–4635.
    • (2017) IEEE Access , vol.5 , pp. 4621-4635
    • Sharma, S.K.1    Wang, X.2
  • 57
    • 85031673855 scopus 로고    scopus 로고
    • Incorporating intelligence in fog computing for big data analysis in smart cities
    • Tang, B., Chen, Z., Hefferman, G., Pei, S., Tao, W., He, H., Yang, Q., Incorporating intelligence in fog computing for big data analysis in smart cities. IEEE Trans. Ind. Inf. 13 (2017), 2140–2150, 10.1109/TII.2017.2679740.
    • (2017) IEEE Trans. Ind. Inf. , vol.13 , pp. 2140-2150
    • Tang, B.1    Chen, Z.2    Hefferman, G.3    Pei, S.4    Tao, W.5    He, H.6    Yang, Q.7
  • 58
    • 85021672640 scopus 로고    scopus 로고
    • A privacy-preserving vehicular crowdsensing based road surface condition monitoring system using fog computing
    • Basudan, S., Lin, X., Sankaranarayanan, K., A privacy-preserving vehicular crowdsensing based road surface condition monitoring system using fog computing. IEEE Internet Things J. 4 (2017), 772–782.
    • (2017) IEEE Internet Things J. , vol.4 , pp. 772-782
    • Basudan, S.1    Lin, X.2    Sankaranarayanan, K.3
  • 59
    • 85020469257 scopus 로고    scopus 로고
    • Security and privacy preservation scheme of face identification and resolution framework using fog computing in internet of things
    • 1–1
    • Hu, P., Ning, H., Qiu, T., Song, H., Wang, Y., Yao, X., Security and privacy preservation scheme of face identification and resolution framework using fog computing in internet of things. IEEE Internet Things J., 2017 1–1.
    • (2017) IEEE Internet Things J.
    • Hu, P.1    Ning, H.2    Qiu, T.3    Song, H.4    Wang, Y.5    Yao, X.6
  • 60
    • 84976471358 scopus 로고    scopus 로고
    • Vehicular fog computing: a viewpoint of vehicles as the infrastructures
    • Hou, X., Li, Y., Chen, M., Wu, D., Jin, D., Chen, S., Vehicular fog computing: a viewpoint of vehicles as the infrastructures. IEEE Trans. Veh. Technol. 65 (2016), 3860–3873.
    • (2016) IEEE Trans. Veh. Technol. , vol.65 , pp. 3860-3873
    • Hou, X.1    Li, Y.2    Chen, M.3    Wu, D.4    Jin, D.5    Chen, S.6
  • 61
    • 84971658593 scopus 로고    scopus 로고
    • Fog computing: the cloud-IoT/IoE middleware paradigm
    • Aazam, M., Huh, E.N., Fog computing: the cloud-IoT/IoE middleware paradigm. IEEE Potentials 35 (2016), 40–44.
    • (2016) IEEE Potentials , vol.35 , pp. 40-44
    • Aazam, M.1    Huh, E.N.2
  • 62
    • 85027694975 scopus 로고    scopus 로고
    • Cost efficient resource management in fog computing supported medical cyber-physical system
    • Gu, L., Zeng, D., Guo, S., Barnawi, A., Xiang, Y., Cost efficient resource management in fog computing supported medical cyber-physical system. IEEE Trans. Emerg. Top. Comput. 5 (2017), 108–119.
    • (2017) IEEE Trans. Emerg. Top. Comput. , vol.5 , pp. 108-119
    • Gu, L.1    Zeng, D.2    Guo, S.3    Barnawi, A.4    Xiang, Y.5
  • 63
    • 84961589936 scopus 로고    scopus 로고
    • Theoretical modelling of fog computing: a green computing paradigm to support IoT applications
    • Misra, S., Sarkar, S., Theoretical modelling of fog computing: a green computing paradigm to support IoT applications. IET Netw. 5 (2016), 23–29.
    • (2016) IET Netw. , vol.5 , pp. 23-29
    • Misra, S.1    Sarkar, S.2
  • 64
    • 84966662927 scopus 로고    scopus 로고
    • Assessment of the suitability of fog computing in the context of internet of things
    • Sarkar, S., Chatterjee, S., Misra, S., Assessment of the suitability of fog computing in the context of internet of things. IEEE Trans. Cloud Comput., 2015.
    • (2015) IEEE Trans. Cloud Comput.
    • Sarkar, S.1    Chatterjee, S.2    Misra, S.3
  • 66
    • 85010075862 scopus 로고    scopus 로고
    • Optimal workload allocation in fog-cloud computing toward balanced delay and power consumption
    • Deng, R., Lu, R., Lai, C., Luan, T.H., Liang, H., Optimal workload allocation in fog-cloud computing toward balanced delay and power consumption. IEEE Internet Things J., 2016, 1171–1181.
    • (2016) IEEE Internet Things J. , pp. 1171-1181
    • Deng, R.1    Lu, R.2    Lai, C.3    Luan, T.H.4    Liang, H.5
  • 67
    • 85012170641 scopus 로고    scopus 로고
    • Foggy clouds and cloudy fogs: a real need for coordinated management of fog-to-cloud computing systems
    • Masip-Bruin, X., Marín-Tordera, E., Tashakor, G., Jukan, A., Ren, G.J., Foggy clouds and cloudy fogs: a real need for coordinated management of fog-to-cloud computing systems. IEEE Wirel. Commun. 23 (2016), 120–128.
    • (2016) IEEE Wirel. Commun. , vol.23 , pp. 120-128
    • Masip-Bruin, X.1    Marín-Tordera, E.2    Tashakor, G.3    Jukan, A.4    Ren, G.J.5
  • 68
    • 84926685501 scopus 로고    scopus 로고
    • System architecture and key technologies for 5G heterogeneous cloud radio access networks
    • Peng, M., Li, Y., Zhao, Z., Wang, C., System architecture and key technologies for 5G heterogeneous cloud radio access networks. IEEE Netw. 29 (2015), 6–14.
    • (2015) IEEE Netw. , vol.29 , pp. 6-14
    • Peng, M.1    Li, Y.2    Zhao, Z.3    Wang, C.4
  • 69
    • 84983735493 scopus 로고    scopus 로고
    • Recent advances in cloud radio access networks: system architectures, key techniques, and open issues
    • Peng, M., Sun, Y., Li, X., Mao, Z., Wang, C., Recent advances in cloud radio access networks: system architectures, key techniques, and open issues. IEEE Commun. Surv. Tutor. 18 (2016), 2282–2308.
    • (2016) IEEE Commun. Surv. Tutor. , vol.18 , pp. 2282-2308
    • Peng, M.1    Sun, Y.2    Li, X.3    Mao, Z.4    Wang, C.5
  • 70
    • 84929467968 scopus 로고    scopus 로고
    • Fronthaul-constrained cloud radio access networks: insights and challenges
    • Peng, M., Wang, C., Lau, V., Poor, H.V., Fronthaul-constrained cloud radio access networks: insights and challenges. IEEE Wirel. Commun. 22 (2015), 152–160.
    • (2015) IEEE Wirel. Commun. , vol.22 , pp. 152-160
    • Peng, M.1    Wang, C.2    Lau, V.3    Poor, H.V.4
  • 71
    • 84920765408 scopus 로고    scopus 로고
    • Heterogeneous cloud radio access networks: a new perspective for enhancing spectral and energy efficiencies
    • Peng, M., Li, Y., Jiang, J., Li, J., Wang, C., Heterogeneous cloud radio access networks: a new perspective for enhancing spectral and energy efficiencies. IEEE Wirel. Commun. 21 (2014), 126–135.
    • (2014) IEEE Wirel. Commun. , vol.21 , pp. 126-135
    • Peng, M.1    Li, Y.2    Jiang, J.3    Li, J.4    Wang, C.5
  • 72
    • 84979609826 scopus 로고    scopus 로고
    • Fog-computing-based radio access networks: issues and challenges
    • Peng, M., Yan, S., Zhang, K., Wang, C., Fog-computing-based radio access networks: issues and challenges. IEEE Netw. 30 (2016), 46–53.
    • (2016) IEEE Netw. , vol.30 , pp. 46-53
    • Peng, M.1    Yan, S.2    Zhang, K.3    Wang, C.4
  • 73
    • 85018947235 scopus 로고    scopus 로고
    • Hierarchical content caching in fog radio access networks: ergodic rate and transmit latency
    • Jia, S., Ai, Y., Zhao, Z., Peng, M., Hu, C., Hierarchical content caching in fog radio access networks: ergodic rate and transmit latency. China Commun. 13 (2016), 1–14.
    • (2016) China Commun. , vol.13 , pp. 1-14
    • Jia, S.1    Ai, Y.2    Zhao, Z.3    Peng, M.4    Hu, C.5
  • 74
    • 84913539819 scopus 로고    scopus 로고
    • Challenges in 5G: how to empower SON with big data for enabling 5G
    • Imran, A., Zoha, A., Challenges in 5G: how to empower SON with big data for enabling 5G. IEEE Netw. 28 (2014), 27–33.
    • (2014) IEEE Netw. , vol.28 , pp. 27-33
    • Imran, A.1    Zoha, A.2
  • 76
    • 84939488671 scopus 로고    scopus 로고
    • 5G White Paper
    • NGMN Alliance
    • Hattachi, R., Erfanian, J., 5G White Paper. 2015, NGMN Alliance.
    • (2015)
    • Hattachi, R.1    Erfanian, J.2
  • 77
    • 85021775662 scopus 로고    scopus 로고
    • An End-to-end Network Slicing Framework for 5G Wireless Communication Systems
    • Li, Q., Wu, G., Papathanassiou, A., Mukherjee, U., An End-to-end Network Slicing Framework for 5G Wireless Communication Systems. 2016 https://arxiv.org/abs/1608.00572.
    • (2016)
    • Li, Q.1    Wu, G.2    Papathanassiou, A.3    Mukherjee, U.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.