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Volumn 18, Issue 2, 2018, Pages

Service migration from cloud to multi-tier fog nodes for multimedia dissemination with QoE support

Author keywords

Fog computing; QoE; Service migration

Indexed keywords

CLOUD COMPUTING; FOG; MULTIMEDIA SERVICES; QUALITY OF SERVICE;

EID: 85041043446     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s18020329     Document Type: Article
Times cited : (57)

References (46)
  • 1
    • 85012950040 scopus 로고    scopus 로고
    • Energy-Efficient and QoE-Aware TV Broadcast in Next-Generation Heterogeneous Networks
    • Singhal, C.; De, S. Energy-Efficient and QoE-Aware TV Broadcast in Next-Generation Heterogeneous Networks. IEEE Commun. Mag. 2016, 54, 142-150.
    • (2016) IEEE Commun. Mag. , vol.54 , pp. 142-150
    • Singhal, C.1    De, S.2
  • 2
    • 84946119351 scopus 로고    scopus 로고
    • Cisco: San Jose, CA, USA. Available online:, accessed on 20 January
    • Cisco Visual Networking Index: Forecast and Methodology, 2015-2020, White Paper; Cisco: San Jose, CA, USA. Available online: http://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/globalcloud- index-gci/white-paper-c11-738085.pdf (accessed on 20 January 2018).
    • (2018) Cisco Visual Networking Index: Forecast and Methodology, 2015-2020, White Paper
  • 3
    • 84975694886 scopus 로고    scopus 로고
    • Ericsson: Plano, TX, USA. Available online:, accessed on 20 January
    • Ericsson Mobility Report: On the Pulse of the Networked Society, White Paper; Ericsson: Plano, TX, USA. Available online: http://www.cisco.com/c/dam/en/us/solutions/collateral/service-provider/global-cloud-indexgci/ white-paper-c11-738085.pdf (accessed on 20 January 2018).
    • (2018) Ericsson Mobility Report: On the Pulse of the Networked Society, White Paper
  • 4
    • 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. 2014, 21, 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
  • 7
    • 85036629690 scopus 로고    scopus 로고
    • Potentials, Trends, and Prospects in Edge Technologies: Fog, Cloudlet, Mobile Edge, and Micro Data Centers
    • Bilal, K.; Khalid, O.; Erbad, A.; Khan, S.U. Potentials, Trends, and Prospects in Edge Technologies: Fog, Cloudlet, Mobile Edge, and Micro Data Centers. Comput. Netw. 2018, 130, 94-120.
    • (2018) Comput. Netw. , vol.130 , pp. 94-120
    • Bilal, K.1    Khalid, O.2    Erbad, A.3    Khan, S.U.4
  • 9
    • 85029502549 scopus 로고    scopus 로고
    • Architectural Imperatives for Fog Computing: Use Cases, Requirements, and Architectural Techniques for Fog-Enabled IoT Networks
    • Byers, C.C. Architectural Imperatives for Fog Computing: Use Cases, Requirements, and Architectural Techniques for Fog-Enabled IoT Networks. IEEE Commun. Mag. 2017, 55, 14-20.
    • (2017) IEEE Commun. Mag. , vol.55 , pp. 14-20
    • Byers, C.C.1
  • 10
  • 11
    • 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. 2016, 23, 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
  • 13
    • 84907374376 scopus 로고    scopus 로고
    • A Buffer-based Approach to Rate Adaptation: Evidence from a Large Video Streaming Service
    • Chicago, IL, USA, 17-22 August 2014; ACM: New York, NY, USA
    • Huang, T.Y.; Johari, R.; McKeown, N.; Trunnell, M.;Watson, M. A Buffer-based Approach to Rate Adaptation: Evidence from a Large Video Streaming Service. In Proceedings of the ACM SIGCOMM CCR, Chicago, IL, USA, 17-22 August 2014; ACM: New York, NY, USA, 2014; pp. 187-198.
    • (2014) Proceedings of the ACM SIGCOMM CCR , pp. 187-198
    • Huang, T.Y.1    Johari, R.2    McKeown, N.3    Trunnell, M.4    Watson, M.5
  • 14
    • 84896810789 scopus 로고    scopus 로고
    • Cache in the Air: Exploiting Content Caching and Delivery Techniques for 5G Systems
    • Wang, X.; Chen, M.; Taleb, T.; Ksentini, A.; Leung, V. Cache in the Air: Exploiting Content Caching and Delivery Techniques for 5G Systems. IEEE Commun. Mag. 2014, 52, 131-139.
    • (2014) IEEE Commun. Mag. , vol.52 , pp. 131-139
    • Wang, X.1    Chen, M.2    Taleb, T.3    Ksentini, A.4    Leung, V.5
  • 15
    • 85032805394 scopus 로고    scopus 로고
    • Smart Collaborative Caching for Information-Centric IoT in Fog Computing
    • Song, F.; Ai, Z.Y.; Li, J.J.; Pau, G.; Collotta, M.; You, I.; Zhang, H.K. Smart Collaborative Caching for Information-Centric IoT in Fog Computing. Sensors 2017, 17, doi: 10.3390/s17112512.
    • (2017) Sensors , vol.17
    • Song, F.1    Ai, Z.Y.2    Li, J.J.3    Pau, G.4    Collotta, M.5    You, I.6    Zhang, H.K.7
  • 18
    • 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. 2016, 54, 22-29.
    • (2016) IEEE Commun. Mag. , vol.54 , pp. 22-29
    • Sun, X.1    Ansari, N.2
  • 20
    • 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. Vehicular Delay-Tolerant Networks for Smart Grid Data Management Using Mobile Edge Computing. IEEE Commun. Mag. 2016, 54, 60-66.
    • (2016) IEEE Commun. Mag. , vol.54 , pp. 60-66
    • Kumar, N.1    Zeadally, S.2    Rodrigues, J.J.3
  • 22
    • 84936950541 scopus 로고    scopus 로고
    • Device-to-Device-based Heterogeneous Radio Access Network Architecture for Mobile Cloud Computing
    • Jo, M.; Maksymyuk, T.; Strykhalyuk, B.; Cho, C.H. Device-to-Device-based Heterogeneous Radio Access Network Architecture for Mobile Cloud Computing. IEEE Wirel. Commun. 2015, 22, 50-58.
    • (2015) IEEE Wirel. Commun. , vol.22 , pp. 50-58
    • Jo, M.1    Maksymyuk, T.2    Strykhalyuk, B.3    Cho, C.H.4
  • 24
    • 84937899958 scopus 로고    scopus 로고
    • Quality of Experience Management in Mobile Cellular Networks: Key Issues and Design Challenges
    • Liotou, E.; Tsolkas, D.; Passas, N.; Merakos, L. Quality of Experience Management in Mobile Cellular Networks: Key Issues and Design Challenges. IEEE Commun. Mag. 2015, 53, 145-153.
    • (2015) IEEE Commun. Mag. , vol.53 , pp. 145-153
    • Liotou, E.1    Tsolkas, D.2    Passas, N.3    Merakos, L.4
  • 25
    • 84929832423 scopus 로고    scopus 로고
    • Enhancing Mobile Video Capacity and Quality Using Rate Adaptation, RAN Caching and Processing
    • Pedersen, H.; Dey, S. Enhancing Mobile Video Capacity and Quality Using Rate Adaptation, RAN Caching and Processing. IEEE/ACM Trans. Netw. 2016, 24, 996-1010.
    • (2016) IEEE/ACM Trans. Netw. , vol.24 , pp. 996-1010
    • Pedersen, H.1    Dey, S.2
  • 26
    • 84962426303 scopus 로고    scopus 로고
    • Measurement of Quality of Experience of Video-on-Demand Services: A Survey
    • Juluri, P.; Tamarapalli, V.; Medhi, D. Measurement of Quality of Experience of Video-on-Demand Services: A Survey. IEEE Commun. Surv. Tutor. 2016, 18, 401-418.
    • (2016) IEEE Commun. Surv. Tutor. , vol.18 , pp. 401-418
    • Juluri, P.1    Tamarapalli, V.2    Medhi, D.3
  • 27
    • 84936941857 scopus 로고    scopus 로고
    • Video Delivery in Heterogenous CRANS: Architectures and Strategies
    • Sheng, M.; Han,W.; Huang, C.; Li, J.; Cui, S. Video Delivery in Heterogenous CRANS: Architectures and Strategies. IEEE Wirel. Commun. 2015, 22, 14-21.
    • (2015) IEEE Wirel. Commun. , vol.22 , pp. 14-21
    • Sheng, M.1    Han, W.2    Huang, C.3    Li, J.4    Cui, S.5
  • 28
    • 84904436605 scopus 로고    scopus 로고
    • TOSS: Traffic Offloading by Social Network Service-based Opportunistic Sharing in Mobile Social Networks
    • Toronto, ON, Canada, 27 April-2 May 2014; IEEE: Piscataway, NJ, USA
    • Wang, X.; Chen, M.; Han, Z.;Wu, D.; Kwon, T. TOSS: Traffic Offloading by Social Network Service-based Opportunistic Sharing in Mobile Social Networks. In Proceedings of the IEEE International Conference on Computer Communications (INFOCOM), Toronto, ON, Canada, 27 April-2 May 2014; IEEE: Piscataway, NJ, USA, 2014; pp. 2346-2354.
    • (2014) Proceedings of the IEEE International Conference on Computer Communications (INFOCOM) , pp. 2346-2354
    • Wang, X.1    Chen, M.2    Han, Z.3    Wu, D.4    Kwon, T.5
  • 29
    • 42149149254 scopus 로고    scopus 로고
    • I Tube, You Tube, Everybody Tubes: Analyzing the World’s Largest User Generated Content Video System
    • San Diego, CA, USA, 24-26 October 2007; ACM: New York, NY, USA
    • Cha, M.; Kwak, H.; Rodriguez, P.; Ahn, Y.Y.; Moon, S. I Tube, You Tube, Everybody Tubes: Analyzing the World’s Largest User Generated Content Video System. In Proceedings of the 7th ACM SIGCOMM conference on Internet measurement, San Diego, CA, USA, 24-26 October 2007; ACM: New York, NY, USA, 2007; pp. 1-14.
    • (2007) Proceedings of the 7th ACM SIGCOMM conference on Internet measurement , pp. 1-14
    • Cha, M.1    Kwak, H.2    Rodriguez, P.3    Ahn, Y.Y.4    Moon, S.5
  • 30
    • 84866627419 scopus 로고    scopus 로고
    • Fog Computing and Its Role in the Internet of Things
    • Helsinki, Finland, 17 August 2012; ACM: New York, NY, USA
    • Bonomi, F.; Milito, R.; Zhu, J.; Addepalli, S. Fog Computing and Its Role in the Internet of Things. In Proceedings of the Mobile Cloud Computing, Helsinki, Finland, 17 August 2012; ACM: New York, NY, USA, 2012; pp. 13-16.
    • (2012) Proceedings of the Mobile Cloud Computing , pp. 13-16
    • Bonomi, F.1    Milito, R.2    Zhu, J.3    Addepalli, S.4
  • 33
    • 85021845931 scopus 로고    scopus 로고
    • How Can Edge Computing Benefit from Software-Defined Networking: A Survey, Use Cases & Future Directions
    • Baktir, A.C.; Ozgovde, A.; Ersoy, C. How Can Edge Computing Benefit from Software-Defined Networking: A Survey, Use Cases & Future Directions. IEEE Commun. Surv. Tutor. 2017, 19, 2359-2391.
    • (2017) IEEE Commun. Surv. Tutor. , vol.19 , pp. 2359-2391
    • Baktir, A.C.1    Ozgovde, A.2    Ersoy, C.3
  • 35
    • 84979498228 scopus 로고    scopus 로고
    • Soft-Defined Heterogeneous Vehicular Network: Architecture and Challenges
    • Zheng, K.; Hou, L.; Meng, H.; Zheng, Q.; Lu, N.; Lei, L. Soft-Defined Heterogeneous Vehicular Network: Architecture and Challenges. IEEE Netw. 2016, 30, 72-80.
    • (2016) IEEE Netw. , vol.30 , pp. 72-80
    • Zheng, K.1    Hou, L.2    Meng, H.3    Zheng, Q.4    Lu, N.5    Lei, L.6
  • 36
    • 84870572145 scopus 로고    scopus 로고
    • Sensor OpenFlow: Enabling Software-Defined Wireless Sensor Networks
    • Luo, T.; Tan, H.P.; Quek, T.Q. Sensor OpenFlow: Enabling Software-Defined Wireless Sensor Networks. IEEE Commun. Lett. 2012, 16, 1896-1899.
    • (2012) IEEE Commun. Lett. , vol.16 , pp. 1896-1899
    • Luo, T.1    Tan, H.P.2    Quek, T.Q.3
  • 37
    • 85041079018 scopus 로고    scopus 로고
    • Available online:, accessed on 20 January
    • FFmpeg. ffplay Documentation. Available online: https://ffmpeg.org/ffplay.html (accessed on 20 January 2018).
    • (2018) ffplay Documentation
  • 39
    • 84978518196 scopus 로고    scopus 로고
    • Live Virtual Machine Migration Techniques in Cloud Computing: A Survey
    • Patel, P.D.; Karamta, M.; Bhavsar, M.; Potdar, M. Live Virtual Machine Migration Techniques in Cloud Computing: A Survey. Int. J. Comput. Appl. 2014, 86, 18-21.
    • (2014) Int. J. Comput. Appl. , vol.86 , pp. 18-21
    • Patel, P.D.1    Karamta, M.2    Bhavsar, M.3    Potdar, M.4
  • 41
    • 85041021188 scopus 로고    scopus 로고
    • Available online:, accessed on 20 January 2018
    • NITLAB. Icarus Nodes Documentation. Available online: https://nitlab.inf.uth.gr/NITlab/hardware/ wireless-nodes/icarus-nodes (accessed on 20 January 2018).
    • Icarus Nodes Documentation
  • 42
    • 85041033402 scopus 로고    scopus 로고
    • Available online:, accessed on 20 January
    • Pica8. Pica 8 white box SDN. Available online: http://www.pica8.com/ (accessed on 20 January 2018).
    • (2018) Pica 8 white box SDN
  • 43
  • 44
    • 85041079605 scopus 로고    scopus 로고
    • Available online:, accessed on 20 January
    • ExoPlayer. An Extensible Media Player for Android. Available online: https://github.com/google/ ExoPlayer (accessed on 20 January 2018).
    • (2018) An Extensible Media Player for Android
  • 45
    • 85041058682 scopus 로고    scopus 로고
    • Available online:, accessed on 20 January
    • KVM. Kernel Virtual Machine Documentation. Available online: https://www.linux-kvm.org/page/Main_ Page (accessed on 20 January 2018).
    • (2018) Kernel Virtual Machine Documentation
  • 46
    • 85041041475 scopus 로고    scopus 로고
    • Available online:, accessed on 20 January
    • Video Library. Download Guide: Big Buck Bunny, Sunflower version. Available online: http://bbb3d. renderfarming.net/download.html (accessed on 20 January 2018).
    • (2018) Download Guide: Big Buck Bunny, Sunflower version


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.