{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T22:13:47Z","timestamp":1742940827273,"version":"3.40.3"},"publisher-location":"Cham","reference-count":41,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030698928"},{"type":"electronic","value":"9783030698935"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-69893-5_2","type":"book-chapter","created":{"date-parts":[[2021,11,18]],"date-time":"2021-11-18T09:03:31Z","timestamp":1637226211000},"page":"21-45","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Performance Analysis of Mobile, Edge and Cloud Computing Platforms for Distributed Applications"],"prefix":"10.1007","author":[{"given":"Mohammad","family":"Alkhalaileh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rodrigo N.","family":"Calheiros","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Quang Vinh","family":"Nguyen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bahman","family":"Javadi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,2,27]]},"reference":[{"issue":"1","key":"2_CR1","doi-asserted-by":"publisher","first-page":"146","DOI":"10.1109\/TCE.2014.6780937","volume":"60","author":"S Abolfazli","year":"2014","unstructured":"Abolfazli, S., Sanaei, Z., Alizadeh, M., Gani, A., Xia, F.: An experimental analysis on cloud-based mobile augmentation in mobile cloud computing. IEEE Transactions on Consumer Electronics 60(1), 146\u2013154 (2014)","journal-title":"IEEE Transactions on Consumer Electronics"},{"issue":"4","key":"2_CR2","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3325097","volume":"52","author":"M Adhikari","year":"2019","unstructured":"Adhikari, M., Amgoth, T., Srirama, S.N.: A survey on scheduling strategies for workflows in cloud environment and emerging trends. ACM Computing Surveys (CSUR) 52(4), 1\u201336 (2019)","journal-title":"ACM Computing Surveys (CSUR)"},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Alkhalaileh, M., Calheiros, R.N., Nguyen, Q.V., Javadi, B.: Dynamic resource allocation in hybrid mobile cloud computing for data-intensive applications. In: International Conference on Green, Pervasive, and Cloud Computing. pp. 176\u2013191. Springer (2019)","DOI":"10.1007\/978-3-030-19223-5_13"},{"key":"2_CR4","doi-asserted-by":"crossref","unstructured":"Alkhalaileh, M., Calheiros, R.N., Nguyen, Q.V., Javadi, B.: Data-intensive application scheduling on mobile edge cloud computing. Journal of Network and Computer Applications p. 102735 (2020)","DOI":"10.1016\/j.jnca.2020.102735"},{"issue":"4","key":"2_CR5","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1145\/1721654.1721672","volume":"53","author":"M Armbrust","year":"2010","unstructured":"Armbrust, M., Fox, A., Griffith, R., Joseph, A.D., Katz, R., Konwinski, A., Lee, G., Patterson, D., Rabkin, A., Stoica, I., et al.: A view of cloud computing. Communications of the ACM 53(4), 50\u201358 (2010)","journal-title":"Communications of the ACM"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Bharathi, S., Chervenak, A., Deelman, E., Mehta, G., Su, M.H., Vahi, K.: Characterization of scientific workflows. In: 2008 third workshop on workflows in support of large-scale science. pp. 1\u201310. IEEE (2008)","DOI":"10.1109\/WORKS.2008.4723958"},{"key":"2_CR7","doi-asserted-by":"crossref","unstructured":"Boyd, S., Vandenberghe, L.: Convex optimization. Cambridge university press (2004)","DOI":"10.1017\/CBO9780511804441"},{"issue":"2","key":"2_CR8","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1109\/TII.2016.2610139","volume":"13","author":"CT Cheng","year":"2016","unstructured":"Cheng, C.T., Ganganath, N., Fok, K.Y.: Concurrent data collection trees for iot applications. IEEE Transactions on Industrial Informatics 13(2), 793\u2013799 (2016)","journal-title":"IEEE Transactions on Industrial Informatics"},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Cirne, W., Paranhos, D., Costa, L., Santos-Neto, E., Brasileiro, F., Sauve, J., Silva, F.A., Barros, C.O., Silveira, C.: Running bag-of-tasks applications on computational grids: The mygrid approach. In: Parallel Processing, 2003. Proceedings. 2003 International Conference on. pp. 407\u2013416. IEEE (2003)","DOI":"10.1109\/ICPP.2003.1240605"},{"key":"2_CR10","doi-asserted-by":"publisher","first-page":"1232","DOI":"10.1016\/j.procs.2016.05.490","volume":"80","author":"NIM Enzai","year":"2016","unstructured":"Enzai, N.I.M., Tang, M.: A heuristic algorithm for multi-site computation offloading in mobile cloud computing. Procedia Computer Science 80, 1232\u20131241 (2016)","journal-title":"Procedia Computer Science"},{"key":"2_CR11","unstructured":"Feij\u00f3o, C., G\u00f3mez-Barroso, J.L., Ramos, S.: Implications of data-intensive applications for next generation mobile networks (2014)"},{"key":"2_CR12","doi-asserted-by":"crossref","unstructured":"Foster, I., Zhao, Y., Raicu, I., Lu, S.: Cloud computing and grid computing 360-degree compared. In: 2008 Grid Computing Environments Workshop. pp. 1\u201310. Ieee (2008)","DOI":"10.1109\/GCE.2008.4738445"},{"issue":"4","key":"2_CR13","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1287\/ijoc.13.4.258.9733","volume":"13","author":"V Jain","year":"2001","unstructured":"Jain, V., Grossmann, I.E.: Algorithms for hybrid milp\/cp models for a class of optimization problems. INFORMS Journal on computing 13(4), 258\u2013276 (2001)","journal-title":"INFORMS Journal on computing"},{"issue":"1","key":"2_CR14","doi-asserted-by":"publisher","first-page":"615","DOI":"10.1145\/3093337.3037698","volume":"45","author":"Y Kang","year":"2017","unstructured":"Kang, Y., Hauswald, J., Gao, C., Rovinski, A., Mudge, T., Mars, J., Tang, L.: Neurosurgeon: Collaborative intelligence between the cloud and mobile edge. ACM SIGARCH Computer Architecture News 45(1), 615\u2013629 (2017)","journal-title":"ACM SIGARCH Computer Architecture News"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Kong, P.Y.: Computation and sensor offloading for cloud-based infrastructure-assisted autonomous vehicles. IEEE Systems Journal (2020)","DOI":"10.1109\/JSYST.2019.2959703"},{"issue":"1","key":"2_CR16","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1007\/s11036-012-0368-0","volume":"18","author":"K Kumar","year":"2013","unstructured":"Kumar, K., Liu, J., Lu, Y.H., Bhargava, B.: A survey of computation offloading for mobile systems. Mobile Networks and Applications 18(1), 129\u2013140 (2013)","journal-title":"Mobile Networks and Applications"},{"issue":"4","key":"2_CR17","doi-asserted-by":"publisher","first-page":"699","DOI":"10.1287\/opre.14.4.699","volume":"14","author":"EL Lawler","year":"1966","unstructured":"Lawler, E.L., Wood, D.E.: Branch-and-bound methods: A survey. Operations research 14(4), 699\u2013719 (1966)","journal-title":"Operations research"},{"issue":"3","key":"2_CR18","doi-asserted-by":"publisher","first-page":"155","DOI":"10.5626\/JCSE.2015.9.3.155","volume":"9","author":"K Lee","year":"2015","unstructured":"Lee, K., Shin, I.: User mobility model based computation offloading decision for mobile cloud. Journal of Computing Science and Engineering 9(3), 155\u2013162 (2015)","journal-title":"Journal of Computing Science and Engineering"},{"issue":"3","key":"2_CR19","doi-asserted-by":"publisher","first-page":"383","DOI":"10.1287\/opre.9.3.383","volume":"9","author":"JD Little","year":"1961","unstructured":"Little, J.D.: A proof for the queuing formula: L= \u03bb w. Operations research 9(3), 383\u2013387 (1961)","journal-title":"Operations research"},{"issue":"3","key":"2_CR20","doi-asserted-by":"publisher","first-page":"1628","DOI":"10.1109\/COMST.2017.2682318","volume":"19","author":"P Mach","year":"2017","unstructured":"Mach, P., Becvar, Z.: Mobile edge computing: A survey on architecture and computation offloading. IEEE Communications Surveys & Tutorials 19(3), 1628\u20131656 (2017)","journal-title":"IEEE Communications Surveys & Tutorials"},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Nan, X., He, Y., Guan, L.: Optimal resource allocation for multimedia cloud based on queuing model. In: Multimedia signal processing (MMSP), 2011 IEEE 13th international workshop on. pp. 1\u20136. IEEE (2011)","DOI":"10.1109\/MMSP.2011.6093813"},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Nguyen, Q.H., Dressler, F.: A smartphone perspective on computation offloading\u2013a survey. Computer Communications (2020)","DOI":"10.1016\/j.comcom.2020.05.001"},{"key":"2_CR23","unstructured":"Patel, M., Naughton, B., Chan, C., Sprecher, N., Abeta, S., Neal, A., et al.: Mobile-edge computing introductory technical white paper. White paper, mobile-edge computing (MEC) industry initiative pp. 1089\u20137801 (2014)"},{"key":"2_CR24","doi-asserted-by":"crossref","unstructured":"Qi, H., Gani, A.: Research on mobile cloud computing: Review, trend and perspectives. In: 2012 Second International Conference on Digital Information and Communication Technology and it\u2019s Applications (DICTAP). pp. 195\u2013202. IEEE (2012)","DOI":"10.1109\/DICTAP.2012.6215350"},{"issue":"5","key":"2_CR25","doi-asserted-by":"publisher","first-page":"5031","DOI":"10.1109\/TVT.2019.2904244","volume":"68","author":"J Ren","year":"2019","unstructured":"Ren, J., Yu, G., He, Y., Li, G.Y.: Collaborative cloud and edge computing for latency minimization. IEEE Transactions on Vehicular Technology 68(5), 5031\u20135044 (2019)","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Satyanarayanan, M., Bahl, V., Caceres, R., Davies, N.: The case for vm-based cloudlets in mobile computing. IEEE pervasive Computing (2009)","DOI":"10.1109\/MPRV.2009.82"},{"issue":"5","key":"2_CR27","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1109\/JIOT.2016.2579198","volume":"3","author":"W Shi","year":"2016","unstructured":"Shi, W., Cao, J., Zhang, Q., Li, Y., Xu, L.: Edge computing: Vision and challenges. IEEE Internet of Things Journal 3(5), 637\u2013646 (2016)","journal-title":"IEEE Internet of Things Journal"},{"issue":"1","key":"2_CR28","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1007\/BF00262975","volume":"17","author":"JE Shore","year":"1982","unstructured":"Shore, J.E.: Information theoretic approximations for m\/g\/1 and g\/g\/1 queuing systems. Acta Informatica 17(1), 43\u201361 (1982)","journal-title":"Acta Informatica"},{"key":"2_CR29","doi-asserted-by":"crossref","unstructured":"Shuja, J., Bilal, K., Alanazi, E., Alasmary, W., Alashaikh, A.: Applying machine learning techniques for caching in edge networks: A comprehensive survey. arXiv preprint arXiv:2006.16864 (2020)","DOI":"10.1016\/j.jnca.2021.103005"},{"key":"2_CR30","doi-asserted-by":"crossref","unstructured":"Toma, A., Chen, J.J.: Computation offloading for real-time systems. In: Proceedings of the 28th Annual ACM Symposium on Applied Computing. pp. 1650\u20131651 (2013)","DOI":"10.1145\/2480362.2480670"},{"key":"2_CR31","doi-asserted-by":"crossref","unstructured":"Vaquero, L.M., Rodero-Merino, L., Caceres, J., Lindner, M.: A break in the clouds: towards a cloud definition. ACM New York, NY, USA (2008)","DOI":"10.1145\/1496091.1496100"},{"issue":"1","key":"2_CR32","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1137\/130915303","volume":"57","author":"JP Vielma","year":"2015","unstructured":"Vielma, J.P.: Mixed integer linear programming formulation techniques. Siam Review 57(1), 3\u201357 (2015)","journal-title":"Siam Review"},{"key":"2_CR33","unstructured":"Vu, T.T., Nguyen, D.N., Hoang, D.T., Dutkiewicz, E.: Optimal task offloading and resource allocation for fog computing. arXiv preprint arXiv:1906.03567 (2019)"},{"issue":"2","key":"2_CR34","doi-asserted-by":"publisher","first-page":"2872","DOI":"10.1109\/JIOT.2018.2876198","volume":"6","author":"P Wang","year":"2018","unstructured":"Wang, P., Yao, C., Zheng, Z., Sun, G., Song, L.: Joint task assignment, transmission, and computing resource allocation in multilayer mobile edge computing systems. IEEE Internet of Things Journal 6(2), 2872\u20132884 (2018)","journal-title":"IEEE Internet of Things Journal"},{"key":"2_CR35","doi-asserted-by":"crossref","unstructured":"Wang, T., Liang, Y., Zhang, Y., Arif, M., Wang, J., Jin, Q., et al.: An intelligent dynamic offloading from cloud to edge for smart iot systems with big data. IEEE Transactions on Network Science and Engineering (2020)","DOI":"10.1109\/TNSE.2020.2988052"},{"issue":"4","key":"2_CR36","doi-asserted-by":"publisher","first-page":"1607","DOI":"10.1007\/s11277-014-2102-7","volume":"80","author":"Y Wang","year":"2015","unstructured":"Wang, Y., Chen, R., Wang, D.C.: A survey of mobile cloud computing applications: perspectives and challenges. Wireless Personal Communications 80(4), 1607\u20131623 (2015)","journal-title":"Wireless Personal Communications"},{"key":"2_CR37","doi-asserted-by":"crossref","unstructured":"Yang, B., Cao, X., Bassey, J., Li, X., Qian, L.: Computation offloading in multi-access edge computing: A multi-task learning approach. IEEE Transactions on Mobile Computing (2020)","DOI":"10.1109\/ICC.2019.8761212"},{"key":"2_CR38","doi-asserted-by":"publisher","first-page":"53261","DOI":"10.1109\/ACCESS.2020.2980567","volume":"8","author":"S Yang","year":"2020","unstructured":"Yang, S.: A task offloading solution for internet of vehicles using combination auction matching model based on mobile edge computing. IEEE Access 8, 53261\u201353273 (2020)","journal-title":"IEEE Access"},{"issue":"1","key":"2_CR39","doi-asserted-by":"publisher","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. Journal of Internet Services and Applications 1(1), 7\u201318 (2010)","journal-title":"Journal of Internet Services and Applications"},{"issue":"4","key":"2_CR40","doi-asserted-by":"publisher","first-page":"3282","DOI":"10.1109\/JIOT.2020.2967502","volume":"7","author":"Q Zhang","year":"2020","unstructured":"Zhang, Q., Gui, L., Hou, F., Chen, J., Zhu, S., Tian, F.: Dynamic task offloading and resource allocation for mobile-edge computing in dense cloud ran. IEEE Internet of Things Journal 7(4), 3282\u20133299 (2020)","journal-title":"IEEE Internet of Things Journal"},{"key":"2_CR41","doi-asserted-by":"crossref","unstructured":"Zhou, B., Dastjerdi, A.V., Calheiros, R.N., Srirama, S.N., Buyya, R.: mcloud: A context-aware offloading framework for heterogeneous mobile cloud. IEEE Transactions on Services Computing 10(5), 797\u2013810 (2015)","DOI":"10.1109\/TSC.2015.2511002"}],"container-title":["Mobile Edge Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-69893-5_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,2]],"date-time":"2021-12-02T17:43:59Z","timestamp":1638467039000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-69893-5_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030698928","9783030698935"],"references-count":41,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-69893-5_2","relation":{},"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"27 February 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}