Abstract
The current datacenter-centralized architecture limits the cloud to the location of the datacenters, generally far from the user. This architecture collides with the latest trend of ubiquity of Cloud computing. Distance leads to increased utilization of the broadband Wide Area Network and poor user experience, especially for interactive applications. A semi-decentralized approach can provide a better Quality of Experience (QoE) in large urban populations in mobile cloud networks, by confining local traffic near the user while maintaining centralized characteristics, running on the users and network devices. In this paper, we propose a novel semi-decentralized cloud architecture based on microclouds. Microclouds are dynamically created and allow users to contribute resources from their computers, mobile and network devices to the cloud. Microclouds provide a dynamic and scalable system without an extra investment in infrastructure. We also provide a description of a realistic mobile cloud use case, and its adaptation to microclouds.
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References
Cisco: The zettabyte era: trends and analysis. White paper (2015)
Fernando, N., Loke, S.W., Rahayu, W.: Mobile cloud computing: a survey. Future Gener. Comput. Syst. 29(1), 84–106 (2013)
Marinelli, E.: Hyrax: cloud computing on mobile devices using MapReduce. Master’s thesis, Carnegie Mellon University (2009)
Amft, O., Lukowicz, P.: From backpacks to smartphones: past, present, and future of wearable computers. IEEE Pervasive Comput. 8(3), 8–13 (2009)
Luo, X.: From augmented reality to augmented computing: a look at cloud-mobile convergence. In: IEEE International Symposium on Ubiquitous Virtual Reality (ISURV), pp. 29–32, July 2009
Bertier, M., et al.: Beyond the clouds: how should next generation utility computing infrastructures be designed? In: Mahmood, Z. (ed.) Cloud Computing. CCN, pp. 325–345. Springer, Heidelberg (2014)
Scellato, S., Mascolo, C., Musolesi, M., Crowcroft, J.: Track globally, deliver locally: improving content delivery networks by tracking geographic social cascades. In: International Conference on World Wide Web (WWW), pp. 457–466 (2011)
Hristova, D., Musolesi, M., Mascolo, C.: Keep your friends close, your Facebook friends closer: a multiplex network approach to the analysis of offline and online social ties. CoRR, abs/1403.8034 (2014)
Cha, M., Mislove, A., Gummadi, K.P.: A measurement-driven analysis of information propagation in the Flickr social network. In: International Conference on World Wide Web (WWW), pp. 721–730 (2009)
Longley, P.A., Goodchild, M.F., Maguire, D.J., Rhind, D.W.: Geographic Information Science and Systems. Wiley, Hoboken (2015)
Johnson, D.L., Belding, E.M., van Stam, G.: Network traffic locality in a rural African village. In: International Conference on Information and Communication Technologies and Development (ICTD), pp. 268–277 (2012)
Afanasyev, M., Chen, T., Voelker, G., Snoeren, A.: Usage patterns in an urban WiFi network. IEEE/ACM Trans. Netw. 18, 1359–1372 (2010)
Kristensen, M.: Scavenger: transparent development of efficient cyber foraging applications. In: IEEE International Conference on Pervasive Computing and Communications (PerCom), pp. 217–226, March 2010
GoogleTM: Google cloud. https://cloud.google.com/
AmazonTM: Amazon cloud infrastructure. http://aws.amazon.com/about-aws/global-infrastructure/
Satyanarayanan, M., Bahl, P., Caceres, R., Davies, N.: The case for VM-based cloudlets in mobile computing. IEEE Pervasive Comput. 8(4), 14–23 (2009)
Bakiras, S., Loukopoulos, T.: Combining replica placement and caching techniques in content distribution networks. Comput. Commun. 28(9), 1062–1073 (2005)
Zhao, P., Huang, T.L., Liu, C.X., Wang, X.: Research of P2P architecture based on cloud computing. In: International Conference on Intelligent Computing and Integrated Systems (ICISS), pp. 652–655, October 2010
Xu, K., Song, M., Zhang, X., Song, J.: A cloud computing platform based on P2P. In: International Symposium on IT in Medicine Education (ITIME), pp. 427–432 (2009)
Babaoglu, O., Marzolla, M.: The people’s cloud. IEEE Spectr. 51(10), 50–55 (2014)
Valancius, V., Laoutaris, N., Massoulié, L., Diot, C., Rodriguez, P.: Greening the internet with nano data centers. In: International Conference on Emerging Networking Experiments and Technologies (CoNEXT), pp. 37–48 (2009)
IEC: Orchestrating infrastructure for sustainable Smart Cities. Technical report, International Electrotechnical Commission (2015)
Nextdoor. https://nextdoor.com/
Goneighbour. http://www.goneighbour.org/
Kim, C.G., Kim, K.J.: Implementation of a cost-effective home lighting control system on embedded linux with openwrt. Pers. Ubiquit. Comput. 18(3), 535–542 (2014)
Cuadrado Cordero, I., Orgerie, A.-C., Morin, C.A.: GRaNADA: a network-aware and energy-efficient PaaS cloud architecture. In: IEEE International Conference on Green Computing and Communications (GreenCom), December 2015
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Cuadrado-Cordero, I., Cuadrado, F., Phillips, C., Orgerie, AC., Morin, C. (2016). Microcities: A Platform Based on Microclouds for Neighborhood Services . In: Carretero, J., Garcia-Blas, J., Ko, R., Mueller, P., Nakano, K. (eds) Algorithms and Architectures for Parallel Processing. ICA3PP 2016. Lecture Notes in Computer Science(), vol 10048. Springer, Cham. https://doi.org/10.1007/978-3-319-49583-5_14
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DOI: https://doi.org/10.1007/978-3-319-49583-5_14
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