{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T20:43:04Z","timestamp":1725914584009},"publisher-location":"Cham","reference-count":40,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319679242"},{"type":"electronic","value":"9783319679259"}],"license":[{"start":{"date-parts":[[2017,11,1]],"date-time":"2017-11-01T00:00:00Z","timestamp":1509494400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-67925-9_2","type":"book-chapter","created":{"date-parts":[[2017,10,31]],"date-time":"2017-10-31T02:37:19Z","timestamp":1509417439000},"page":"21-39","source":"Crossref","is-referenced-by-count":4,"title":["Levering Mobile Cloud Computing for Mobile Big Data Analytics"],"prefix":"10.1007","author":[{"given":"Yongxin","family":"Liu","sequence":"first","affiliation":[]},{"given":"Houbing","family":"Song","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,11,1]]},"reference":[{"issue":"3","key":"2_CR1","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1109\/MNET.2016.7474340","volume":"30","author":"MA Alsheikh","year":"2016","unstructured":"Alsheikh, M.A., Niyato, D., Lin, S., Tan, H.P., Han, Z.: Mobile big data analytics using deep learning and apache spark. IEEE Netw. 30(3), 22\u201329 (2016)","journal-title":"IEEE Netw."},{"key":"2_CR2","unstructured":"Awadallah, A.: Introducing apache hadoop: the modern data operating system. Lecture given at Stanford University. Retrieved Feb 16, 2014 (2011)"},{"key":"2_CR3","unstructured":"Borthakur, D., et\u00a0al.: HDFS architecture guide. Hadoop Apache Project 53 (2008)"},{"issue":"2","key":"2_CR4","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1109\/MNET.2015.7064900","volume":"29","author":"M Chen","year":"2015","unstructured":"Chen, M., Zhang, Y., Li, Y., Mao, S., Leung, V.C.: EMC: Emotion-aware mobile cloud computing in 5g. IEEE Netw. 29(2), 32\u201338 (2015)","journal-title":"IEEE Netw."},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Cheng, X., Fang, L., Yang, L., Cui, S.: Mobile big data: the fuel for data-driven wireless. IEEE Internet Things J. (2017)","DOI":"10.1007\/978-3-319-96116-3"},{"issue":"1","key":"2_CR6","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: Mapreduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"issue":"18","key":"2_CR7","doi-asserted-by":"crossref","first-page":"1587","DOI":"10.1002\/wcm.1203","volume":"13","author":"HT Dinh","year":"2013","unstructured":"Dinh, H.T., Lee, C., Niyato, D., Wang, P.: A survey of mobile cloud computing: architecture, applications, and approaches. Wireless Commun. Mobile Comput. 13(18), 1587\u20131611 (2013)","journal-title":"Wireless Commun. Mobile Comput."},{"issue":"9","key":"2_CR8","doi-asserted-by":"crossref","first-page":"726","DOI":"10.1016\/j.sysarc.2014.07.004","volume":"60","author":"M Garc\u00eda-Valls","year":"2014","unstructured":"Garc\u00eda-Valls, M., Cucinotta, T., Lu, C.: Challenges in real-time virtualization and predictable cloud computing. J. Syst. Arch. 60(9), 726\u2013740 (2014)","journal-title":"J. Syst. Arch."},{"issue":"1","key":"2_CR9","first-page":"45","volume":"1","author":"A Gulati","year":"2012","unstructured":"Gulati, A., Holler, A., Ji, M., Shanmuganathan, G., Waldspurger, C., Zhu, X.: Vmware distributed resource management: design, implementation, and lessons learned. VMware Tech. J. 1(1), 45\u201364 (2012)","journal-title":"VMware Tech. J."},{"key":"2_CR10","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1016\/j.is.2014.07.006","volume":"47","author":"IAT Hashem","year":"2015","unstructured":"Hashem, I.A.T., Yaqoob, I., Anuar, N.B., Mokhtar, S., Gani, A., Khan, S.U.: The rise of big data on cloud computing: review and open research issues. Inf. Syst. 47, 98\u2013115 (2015)","journal-title":"Inf. Syst."},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"Hogan, M., Liu, F., Sokol, A., Tong, J.: Nist cloud computing standards roadmap. NIST Special Publication 35 (2011)","DOI":"10.6028\/NIST.SP.500-291v1"},{"issue":"5","key":"2_CR12","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1109\/MNET.2013.6616109","volume":"27","author":"D Huang","year":"2013","unstructured":"Huang, D., Xing, T., Wu, H.: Mobile cloud computing service models: a user-centric approach. IEEE Netw. 27(5), 6\u201311 (2013)","journal-title":"IEEE Netw."},{"issue":"11","key":"2_CR13","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1109\/MCOM.2013.6658648","volume":"51","author":"R Jain","year":"2013","unstructured":"Jain, R., Paul, S.: Network virtualization and software defined networking for cloud computing: a survey. IEEE Commun. Mag. 51(11), 24\u201331 (2013)","journal-title":"IEEE Commun. Mag."},{"issue":"8","key":"2_CR14","doi-asserted-by":"crossref","first-page":"3809","DOI":"10.1016\/j.eswa.2013.12.017","volume":"41","author":"A Jula","year":"2014","unstructured":"Jula, A., Sundararajan, E., Othman, Z.: Cloud computing service composition: a systematic literature review. Expert Syst. Appl. 41(8), 3809\u20133824 (2014)","journal-title":"Expert Syst. Appl."},{"key":"2_CR15","unstructured":"Karau, H., Konwinski, A., Wendell, P., Zaharia, M.: Learning spark: lightning-fast big data analysis. \u201cO\u2019Reilly Media, Inc.\u201d (2015)"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Kumar, K., Liu, J., Lu, Y.H., Bhargava, B.: A survey of computation offloading for mobile systems. Mobile Netw. Appl. 1\u201312 (2013)","DOI":"10.1007\/s11036-012-0368-0"},{"issue":"1","key":"2_CR17","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.scico.2007.07.001","volume":"70","author":"R L\u00e4mmel","year":"2008","unstructured":"L\u00e4mmel, R.: Googles mapreduce programming model revisited. Sci. Comput. Program. 70(1), 1\u201330 (2008)","journal-title":"Sci. Comput. Program."},{"issue":"3","key":"2_CR18","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1109\/MWC.2013.6549281","volume":"20","author":"L Lei","year":"2013","unstructured":"Lei, L., Zhong, Z., Zheng, K., Chen, J., Meng, H.: Challenges on wireless heterogeneous networks for mobile cloud computing. IEEE Wireless Commun. 20(3), 34\u201344 (2013)","journal-title":"IEEE Wireless Commun."},{"issue":"3","key":"2_CR19","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1109\/MWC.2013.6549279","volume":"20","author":"F Liu","year":"2013","unstructured":"Liu, F., Shu, P., Jin, H., Ding, L., Yu, J., Niu, D., Li, B.: Gearing resource-poor mobile devices with powerful clouds: architectures, challenges, and applications. IEEE Wireless Commun. 20(3), 14\u201322 (2013)","journal-title":"IEEE Wireless Commun."},{"key":"2_CR20","doi-asserted-by":"crossref","unstructured":"Liu, F., Tong, J., Mao, J., Bohn, R., Messina, J., Badger, L., Leaf, D.: Nist cloud computing reference architecture. NIST Spec. Publ. 500, 292 (2011)","DOI":"10.6028\/NIST.SP.500-292"},{"issue":"3","key":"2_CR21","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1109\/MCOM.2015.7060485","volume":"53","author":"H Liu","year":"2015","unstructured":"Liu, H., Zhou, Y., Zhang, Y.: Estimating users\u2019 home and work locations leveraging large-scale crowd-sourced smartphone data. IEEE Commun. Mag. 53(3), 71\u201379 (2015)","journal-title":"IEEE Commun. Mag."},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Mell, P., Grance, T., et\u00a0al.: The nist definition of cloud computing (2011)","DOI":"10.6028\/NIST.SP.800-145"},{"key":"2_CR23","unstructured":"Morales, A.C., Aijaz, A., Mahmoodi, T.: Taming mobility management functions in 5g: handover functionality as a service (FAAS). In: Globecom Workshops (GC Wkshps), 2015 IEEE, pp. 1\u20134. IEEE (2015)"},{"key":"2_CR24","doi-asserted-by":"crossref","unstructured":"Nurmi, D., Wolski, R., Grzegorczyk, C., Obertelli, G., Soman, S., Youseff, L., Zagorodnov, D.: The eucalyptus open-source cloud-computing system. In: Proceedings of the 2009 9th IEEE\/ACM International Symposium on Cluster Computing and the Grid, pp. 124\u2013131. IEEE Computer Society (2009)","DOI":"10.1109\/CCGRID.2009.93"},{"issue":"2","key":"2_CR25","doi-asserted-by":"crossref","first-page":"1443","DOI":"10.1109\/TVT.2016.2553182","volume":"66","author":"Y Qiao","year":"2017","unstructured":"Qiao, Y., Cheng, Y., Yang, J., Liu, J., Kato, N.: A mobility analytical framework for big mobile data in densely populated area. IEEE Trans.Veh. Technol. 66(2), 1443\u20131455 (2017)","journal-title":"IEEE Trans.Veh. Technol."},{"issue":"1","key":"2_CR26","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1109\/MPOT.2013.2279684","volume":"33","author":"MN Sadiku","year":"2014","unstructured":"Sadiku, M.N., Musa, S.M., Momoh, O.D.: Cloud computing: opportunities and challenges. IEEE Potentials 33(1), 34\u201336 (2014)","journal-title":"IEEE Potentials"},{"key":"2_CR27","doi-asserted-by":"crossref","unstructured":"Samadi, Y., Zbakh, M., Tadonki, C.: Comparative study between hadoop and spark based on hibench benchmarks. In: 2016 2nd International Conference on, Cloud Computing Technologies and Applications (CloudTech), pp. 267\u2013275. IEEE (2016)","DOI":"10.1109\/CloudTech.2016.7847709"},{"issue":"1","key":"2_CR28","doi-asserted-by":"crossref","first-page":"369","DOI":"10.1109\/SURV.2013.050113.00090","volume":"16","author":"Z Sanaei","year":"2014","unstructured":"Sanaei, Z., Abolfazli, S., Gani, A., Buyya, R.: Heterogeneity in mobile cloud computing: taxonomy and open challenges. IEEE Commun. Surv. Tutor. 16(1), 369\u2013392 (2014)","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"2_CR29","doi-asserted-by":"crossref","first-page":"766","DOI":"10.1109\/ACCESS.2016.2529723","volume":"4","author":"Y Sun","year":"2016","unstructured":"Sun, Y., Song, H., Jara, A.J., Bie, R.: Internet of things and big data analytics for smart and connected communities. IEEE Access 4, 766\u2013773 (2016)","journal-title":"IEEE Access"},{"key":"2_CR30","doi-asserted-by":"crossref","unstructured":"Verbelen, T., Simoens, P., De\u00a0Turck, F., Dhoedt, B.: Cloudlets: Bringing the cloud to the mobile user. In: Proceedings of the third ACM workshop on Mobile cloud computing and services, pp. 29\u201336. ACM (2012)","DOI":"10.1145\/2307849.2307858"},{"key":"2_CR31","doi-asserted-by":"crossref","unstructured":"Verma, A., Mansuri, A.H., Jain, N.: Big data management processing with hadoop mapreduce and spark technology: a comparison. In: Symposium on, Colossal Data Analysis and Networking (CDAN), pp. 1\u20134. IEEE (2016)","DOI":"10.1109\/CDAN.2016.7570891"},{"issue":"5","key":"2_CR32","doi-asserted-by":"crossref","first-page":"56","DOI":"10.1109\/MNET.2013.6616116","volume":"27","author":"J Wan","year":"2013","unstructured":"Wan, J., Zou, C., Ullah, S., Lai, C.F., Zhou, M., Wang, X.: Cloud-enabled wireless body area networks for pervasive healthcare. IEEE Netw. 27(5), 56\u201361 (2013)","journal-title":"IEEE Netw."},{"key":"2_CR33","unstructured":"White, T.: Hadoop: the definitive guide. \u201cO\u2019Reilly Media, Inc.\u201d (2012)"},{"issue":"3","key":"2_CR34","doi-asserted-by":"crossref","first-page":"46","DOI":"10.1109\/MWC.2013.6549282","volume":"20","author":"Y Xu","year":"2013","unstructured":"Xu, Y., Mao, S.: A survey of mobile cloud computing for rich media applications. IEEE Wireless Commun. 20(3), 46\u201353 (2013)","journal-title":"IEEE Wireless Commun."},{"issue":"4","key":"2_CR35","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1145\/2479942.2479946","volume":"40","author":"L Yang","year":"2013","unstructured":"Yang, L., Cao, J., Yuan, Y., Li, T., Han, A., Chan, A.: A framework for partitioning and execution of data stream applications in mobile cloud computing. ACM SIGMETRICS Perform. Eval. Rev. 40(4), 23\u201332 (2013)","journal-title":"ACM SIGMETRICS Perform. Eval. Rev."},{"key":"2_CR36","unstructured":"Zaharia, M., Chowdhury, M., Das, T., Dave, A., Ma, J., McCauley, M., Franklin, M.J., Shenker, S., Stoica, I.: Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing. In: Proceedings of the 9th USENIX Conference on Networked Systems Design and Implementation, pp. 2\u20132. USENIX Association (2012)"},{"issue":"1","key":"2_CR37","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1007\/s13174-010-0007-6","volume":"1","author":"Q Zhang","year":"2010","unstructured":"Zhang, Q., Cheng, L., Boutaba, R.: Cloud computing: state-of-the-art and research challenges. J. Internet Serv. Appl. 1(1), 7\u201318 (2010)","journal-title":"J. Internet Serv. Appl."},{"issue":"9","key":"2_CR38","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1109\/MC.2016.267","volume":"49","author":"X Zhang","year":"2016","unstructured":"Zhang, X., Yi, Z., Yan, Z., Min, G., Wang, W., Elmokashfi, A., Maharjan, S., Zhang, Y.: Social computing for mobile big data. Computer 49(9), 86\u201390 (2016)","journal-title":"Computer"},{"key":"2_CR39","doi-asserted-by":"crossref","unstructured":"Zhu, C., Leung, V.C., Hu, X., Shu, L., Yang, L.T.: A review of key issues that concern the feasibility of mobile cloud computing. In: Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings\/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing, pp. 769\u2013776. IEEE (2013)","DOI":"10.1109\/GreenCom-iThings-CPSCom.2013.138"},{"key":"2_CR40","unstructured":"Zikopoulos, P., Eaton, C., et\u00a0al.: Understanding big data: analytics for enterprise class hadoop and streaming data. McGraw-Hill Osborne Media (2011)"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Mobile Big Data"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-67925-9_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,5]],"date-time":"2019-10-05T06:32:38Z","timestamp":1570257158000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-67925-9_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11,1]]},"ISBN":["9783319679242","9783319679259"],"references-count":40,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-67925-9_2","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"type":"print","value":"2367-4512"},{"type":"electronic","value":"2367-4520"}],"subject":[],"published":{"date-parts":[[2017,11,1]]}}}