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In this paper, edge computing platforms are extended into the data producing end devices, including wireless sensor network nodes and smartphones, with mobile agents. Mobile agents operate, as a multi-agent system, on the opportunistic network of heterogeneous end devices. The benefits include autonomous, asynchronous and adaptive execution and relocation of application-specific computational tasks, while taking into account the local resource availability. In addition to the vertical edge connectivity, mobile agents enable horizontal sharing of information between these devices. Use cases are presented where mobile agents address challenges in current edge computing platforms. An edge application is evaluated where mobile agents as a multi-agent system process sensor data in a heterogeneous set of end devices, control the operation of the devices and share their tasks results in the system. The mobile agents operate atop a REST-compliant software agent framework that relies on embedded Web services for interoperability. A real-world evaluation and large-scale simulations show that energy consumption is reduced significantly, up to 60%, in the edge application execution.<\/jats:p>","DOI":"10.3233\/web-190414","type":"journal-article","created":{"date-parts":[[2019,8,16]],"date-time":"2019-08-16T11:39:45Z","timestamp":1565955585000},"page":"209-227","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["Energy efficient opportunistic edge computing for the Internet of Things"],"prefix":"10.1177","volume":"17","author":[{"given":"Teemu","family":"Lepp\u00e4nen","sequence":"first","affiliation":[{"name":"Center for Ubiquitous Computing, University of Oulu, P.O. 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pp.\u00a013\u201316.","DOI":"10.1145\/2342509.2342513"},{"key":"ref008","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2014.09.008"},{"key":"ref009","doi-asserted-by":"publisher","DOI":"10.4304\/jcp.1.1.14-21"},{"key":"ref010","doi-asserted-by":"crossref","unstructured":"W.\u00a0Colitti, K.\u00a0Steenhaut, N.D.\u00a0Caro, B.\u00a0Buta and V.\u00a0Dobrota, Evaluation of constrained application protocol for wireless sensor networks, in: 18th IEEE Workshop on Local Metropolitan Area Networks, IEEE, 2011, pp.\u00a01\u20136.","DOI":"10.1109\/LANMAN.2011.6076934"},{"key":"ref011","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2010.5560597"},{"key":"ref012","doi-asserted-by":"publisher","DOI":"10.1016\/j.comcom.2015.09.007"},{"key":"ref013","doi-asserted-by":"publisher","DOI":"10.1002\/wcm.1203"},{"key":"ref014","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.10.031"},{"key":"ref015","doi-asserted-by":"crossref","unstructured":"U.\u00a0Drolia, R.\u00a0Martins, J.\u00a0Tan, A.\u00a0Chheda, M.\u00a0Sanghavi, R.\u00a0Gandhi et al., The case for mobile edge-clouds, in: 10th International Conference on Ubiquitous Intelligence and Computing and Autonomic and Trusted Computing, IEEE, 2013, pp.\u00a0209\u2013215.","DOI":"10.1109\/UIC-ATC.2013.94"},{"key":"ref016","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2012.05.023"},{"key":"ref017","doi-asserted-by":"crossref","unstructured":"G.\u00a0Fortino, A.\u00a0Guerrieri and W.\u00a0Russo, Agent-oriented smart objects development, in: 16th International Conference on Computer Supported Cooperative Work in Design, IEEE, 2012, pp.\u00a0907\u2013912.","DOI":"10.1109\/CSCWD.2012.6221929"},{"key":"ref018","unstructured":"G.\u00a0Fortino and W.\u00a0Russo, Towards a cloud-assisted and agent-oriented architecture for the Internet of Things, in: 13th International Conference of the Italian Association for Artificial Intelligence, 2013, pp.\u00a060\u201365."},{"key":"ref019","doi-asserted-by":"crossref","unstructured":"G.C.\u00a0Fox, S.\u00a0Kamburugamuve and R.D.\u00a0Hartman, Architecture and measured characteristics of a cloud based Internet of Things, in: International Conference on Collaboration Technologies and Systems, IEEE, 2012, pp.\u00a06\u201312.","DOI":"10.1109\/CTS.2012.6261020"},{"key":"ref020","doi-asserted-by":"publisher","DOI":"10.1145\/2831347.2831354"},{"key":"ref021","doi-asserted-by":"crossref","unstructured":"W.W.\u00a0Godfrey, S.S.\u00a0Jha and S.B.\u00a0Nair, On a mobile agent framework for an Internet of Things, in: International Conference on Communication Systems and Network Technologies, IEEE, 2013, pp.\u00a0345\u2013350. doi:10.1109\/CSNT.2013.79.","DOI":"10.1109\/CSNT.2013.79"},{"key":"ref022","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2012.12.028"},{"key":"ref023","unstructured":"K.\u00a0Ha, Y.\u00a0Abe, Z.\u00a0Chen, W.\u00a0Hu, B.\u00a0Amos, P.\u00a0Pillai et al., Adaptive VM handoff across cloudlets, Technical Report CMU-CS-15-113, CMU School of Computer Science, 2015."},{"key":"ref024","doi-asserted-by":"crossref","unstructured":"K.\u00a0Habak, M.\u00a0Ammar, K.A.\u00a0Harras and E.\u00a0Zegura, Femto clouds: Leveraging mobile devices to provide cloud service at the edge, in: 8th International Conference on Cloud Computing, IEEE, 2015, pp.\u00a09\u201316.","DOI":"10.1109\/CLOUD.2015.12"},{"key":"ref025","doi-asserted-by":"crossref","unstructured":"M.G.\u00a0Hafez and M.S.\u00a0Elgamel, Agent-based cloud computing: A survey, in: 4th International Conference on Future Internet of Things and Cloud, IEEE, 2016, pp.\u00a0285\u2013292.","DOI":"10.1109\/FiCloud.2016.48"},{"key":"ref026","doi-asserted-by":"crossref","unstructured":"M.E.P.\u00a0Hernandez and S.\u00a0Reiff-Marganiec, Towards a software framework for the autonomous Internet of Things, in: 4th International Conference on Future Internet of Things and Cloud, IEEE, 2016, pp.\u00a0220\u2013227.","DOI":"10.1109\/FiCloud.2016.39"},{"key":"ref027","doi-asserted-by":"crossref","unstructured":"K.\u00a0Hong, D.\u00a0Lillethun, U.\u00a0Ramachandran, B.\u00a0Ottenwalder and B.\u00a0Koldehofe, Mobile fog: A programming model for large-scale applications on the Internet of Things, in: 2nd ACM SIGCOMM Workshop on Mobile Cloud Computing, 2013, pp.\u00a015\u201320.","DOI":"10.1145\/2491266.2491270"},{"key":"ref028","doi-asserted-by":"crossref","unstructured":"A.R.\u00a0Hurson, E.\u00a0Jean, M.\u00a0Ongtang, X.\u00a0Gao, Y.\u00a0Jiao and T.E.\u00a0Potok, Recent advances in mobile agent-oriented applications, in: Mobile Intelligence, L.T.\u00a0Yang, A.B.\u00a0Waluyo, J.\u00a0Ma, L.\u00a0Tan and B.\u00a0Srinivasan, eds, Wiley, 2010, pp.\u00a0106\u2013139. doi:10.1002\/9780470579398.ch6.","DOI":"10.1002\/9780470579398.ch6"},{"key":"ref029","doi-asserted-by":"crossref","unstructured":"Y.\u00a0Jararweh, A.\u00a0Doulat, A.\u00a0Darabseh, M.\u00a0Alsmirat, M.\u00a0Al-Ayyoub and E.\u00a0Benkhelifa, Sdmec: Software defined system for mobile edge computing, in: IEEE International Conference on Cloud Engineering Workshop, IEEE, 2016, pp.\u00a088\u201393.","DOI":"10.1109\/IC2EW.2016.45"},{"issue":"1","key":"ref030","first-page":"11","volume":"3","author":"Karagiannis V.","year":"2015","journal-title":"Transaction on IoT and Cloud Computing"},{"key":"ref031","unstructured":"A.\u00a0Katasonov, O.\u00a0Kaykova, O.\u00a0Khriyenko, S.\u00a0Nikitin and V.Y.\u00a0Terziyan, Smart semantic middleware for the Internet of Things, in: ICINCO-ICSO, 2008, pp.\u00a0169\u2013178."},{"key":"ref032","unstructured":"E.\u00a0Kazanavicius, V.\u00a0Kazanavicius and L.\u00a0Ostaseviciute, Agent-based framework for embedded systems development in smart environments, in: International Conference on Information Technologies, FISITA, 2009, pp.\u00a0194\u2013200."},{"key":"ref033","doi-asserted-by":"publisher","DOI":"10.1007\/s11036-012-0368-0"},{"key":"ref034","doi-asserted-by":"publisher","DOI":"10.1145\/295685.298136"},{"key":"ref035","doi-asserted-by":"crossref","unstructured":"P.\u00a0Leong and L.\u00a0Lu, Multiagent web for the Internet of Things, in: International Conference on Information Science and Applications, IEEE, 2014, pp.\u00a01\u20134.","DOI":"10.1109\/ICISA.2014.6847432"},{"key":"ref036","doi-asserted-by":"crossref","unstructured":"T.\u00a0Lepp\u00e4nen, J.\u00a0Alvarez Lacasia, A.\u00a0Ramalingam, M.\u00a0Liu, E.\u00a0Harjula, P.\u00a0N\u00e4rhi et al., Interoperable mobile agents in heterogeneous wireless sensor networks, in: 11th ACM Conference on Embedded Networked Sensor Systems, 2013, pp.\u00a06\u20137.","DOI":"10.1145\/2517351.2517382"},{"key":"ref037","doi-asserted-by":"publisher","DOI":"10.1007\/s10458-015-9311-7"},{"key":"ref038","doi-asserted-by":"crossref","unstructured":"T.\u00a0Lepp\u00e4nen, M.\u00a0Liu, E.\u00a0Harjula, A.\u00a0Ramalingam, J.\u00a0Ylioja, P.\u00a0N\u00e4rhi et al., Mobile agents for integration of Internet of Things and wireless sensor networks, in: IEEE International Conference on Systems, Man, and Cybernetics, 2013, pp.\u00a014\u201321. doi:10.1109\/SMC.2013.10.","DOI":"10.1109\/SMC.2013.10"},{"key":"ref039","unstructured":"T.\u00a0Lepp\u00e4nen and J.\u00a0Riekki, A lightweight agent-based architecture for the Internet of Things, in: IEICE Workshop on Smart Sensing, Wireless Communications, and Human Probes, IEICE, 2013, pp.\u00a02\u20134."},{"key":"ref040","first-page":"28","volume":"1","author":"Lepp\u00e4nen T.","year":"2015","journal-title":"Internet of Things Magazine Finland"},{"key":"ref041","doi-asserted-by":"crossref","unstructured":"T.\u00a0Lepp\u00e4nen, J.\u00a0Riekki, M.\u00a0Liu, E.\u00a0Harjula and T.\u00a0Ojala, Mobile agents-based smart objects for the Internet of Things, in: Internet of Things Based on Smart Objects. Internet of Things (Technology, Communications and Computing), G.\u00a0Fortino and P.\u00a0Trunfio, eds, Springer, 2014, pp.\u00a029\u201348. doi:10.1007\/978-3-319-00491-4_2.","DOI":"10.1007\/978-3-319-00491-4_2"},{"key":"ref042","doi-asserted-by":"crossref","unstructured":"T.\u00a0Lepp\u00e4nen, I.\u00a0Sanchez Milara, J.\u00a0Yang, J.\u00a0Kataja and J.\u00a0Riekki, Enabling user-centered interactions in the Internet of Things, in: IEEE International Conference on Systems, Man, and Cybernetics, IEEE, 2016, pp.\u00a01537\u20131543.","DOI":"10.1109\/SMC.2016.7844457"},{"key":"ref043","doi-asserted-by":"crossref","unstructured":"M.\u00a0Liu, T.\u00a0Lepp\u00e4nen, E.\u00a0Harjula, Z.\u00a0Ou, A.\u00a0Ramalingam, M.\u00a0Ylianttila et al., Distributed resource directory architecture in machine-to-machine communications, in: International Conference on Wireless and Mobile Computing, Networking and Communications, IEEE, 2013, pp.\u00a0319\u2013324.","DOI":"10.1109\/WiMOB.2013.6673379"},{"key":"ref044","doi-asserted-by":"crossref","unstructured":"M.\u00a0Liu, T.\u00a0Lepp\u00e4nen, E.\u00a0Harjula, Z.\u00a0Ou, M.\u00a0Ylianttila and T.\u00a0Ojala, Distributed resource discovery in the machine-to-machine applications, in: 10th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, IEEE, 2013, pp.\u00a03\u20134.","DOI":"10.1109\/MASS.2013.46"},{"key":"ref045","doi-asserted-by":"crossref","unstructured":"M.\u00a0Liyanage, C.\u00a0Chang and S.\u00a0Srirama, mepaas: Mobile-embedded platform as a service for distributing fog computing to edge nodes, in: 17th International Conference on Parallel and Distributed Computing, Applications and Technologies, IEEE, 2016, pp.\u00a073\u201380.","DOI":"10.1109\/PDCAT.2016.030"},{"key":"ref046","doi-asserted-by":"crossref","unstructured":"P.\u00a0Mach and Z.\u00a0Becvar, Mobile edge computing: A survey on architecture and computation offloading, IEEE Communications Surveys & Tutorials 19(3) (2017).","DOI":"10.1109\/COMST.2017.2682318"},{"key":"ref047","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2011.3"},{"key":"ref048","doi-asserted-by":"publisher","DOI":"10.12694\/scpe.v15i4.1055"},{"key":"ref049","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2012.02.016"},{"key":"ref050","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2013.12.029"},{"key":"ref051","doi-asserted-by":"crossref","unstructured":"A.M.\u00a0Mzahm, M.S.\u00a0Ahmad and A.Y.\u00a0Tang, Agents of things (aot): An intelligent operational concept of the Internet of Things (IoT), in: 13th International Conference on Intelligent Systems Design and Applications, IEEE, 2013, pp.\u00a0159\u2013164.","DOI":"10.1109\/ISDA.2013.6920728"},{"key":"ref052","unstructured":"M.\u00a0Patel, B.\u00a0Naughton, C.\u00a0Chan, N.\u00a0Sprecher, S.\u00a0Abeta, A.\u00a0Neal et al., Mobile-Edge Computing Introductory Technical White Paper, Mobile-Edge Computing Industry Initiative, 2014."},{"key":"ref053","doi-asserted-by":"crossref","unstructured":"C.\u00a0Pautasso, O.\u00a0Zimmermann and F.\u00a0Leymann, Restful web services vs. big web services: Making the right architectural decision, in: 17th International Conference on World Wide Web, ACM, 2008, pp.\u00a0805\u2013814.","DOI":"10.1145\/1367497.1367606"},{"issue":"4","key":"ref054","first-page":"1615","volume":"4","author":"Piyare R.","year":"2013","journal-title":"International Journal of Scientific & Engineering Research"},{"key":"ref055","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2015.207"},{"key":"ref056","doi-asserted-by":"publisher","DOI":"10.1109\/5326.971666"},{"key":"ref057","doi-asserted-by":"crossref","unstructured":"T.\u00a0Renner, M.\u00a0Meldau and A.\u00a0Kliem, Towards container-based resource management for the Internet of Things, in: International Conference on Software Networking, IEEE, 2016, pp.\u00a01\u20135.","DOI":"10.1109\/ICSN.2016.7501933"},{"key":"ref058","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2010.07.005"},{"key":"ref059","unstructured":"L.\u00a0Richardson and S.\u00a0Ruby, RESTful Web Services, O\u2019Reilly, 2007."},{"key":"ref060","doi-asserted-by":"crossref","unstructured":"T.\u00a0Sanchez Lopez, A.\u00a0Brintrup, M.A.\u00a0Isenberg and J.\u00a0Mansfeld, Resource management in the Internet of Things: Clustering, synchronisation and software agents, in: Architecting the Internet of Things, D.\u00a0Uckelmann, M.\u00a0Harrison and F.\u00a0Michahelles, eds, Springer, 2011, pp.\u00a0159\u2013193.","DOI":"10.1007\/978-3-642-19157-2_7"},{"key":"ref061","doi-asserted-by":"crossref","unstructured":"M.\u00a0Satyanarayanan, P.\u00a0Bahl, R.\u00a0Caceres and N.\u00a0Davies, The case for VM-based cloudlets in mobile computing, IEEE Pervasive Computing 8(4) (2009).","DOI":"10.1109\/MPRV.2009.82"},{"key":"ref062","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2015.32"},{"key":"ref063","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2016.01.022"},{"key":"ref064","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2010.5675778"},{"key":"ref065","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2016.145"},{"key":"ref066","doi-asserted-by":"crossref","unstructured":"R.\u00a0Tynan, D.\u00a0Marsh, D.\u00a0O\u2019Kane and G.M.P.\u00a0O\u2019Hare, Intelligent agents for wireless sensor networks, in: 4th International Joint Conference on Autonomous Agents and Multiagent Systems, ACM, 2005, pp.\u00a01179\u20131180.","DOI":"10.1145\/1082473.1082682"},{"key":"ref067","doi-asserted-by":"crossref","unstructured":"D.\u00a0Uckelmann, M.\u00a0Harrison and F.\u00a0Michahelles, An architectural approach towards the future Internet of Things, in: Architecting the Internet of Things, D.\u00a0Uckelmann, M.\u00a0Harrison and F.\u00a0Michahelles, eds, Springer, 2011, pp.\u00a01\u201324. doi:10.1007\/978-3-642-19157-2.","DOI":"10.1007\/978-3-642-19157-2_1"},{"key":"ref068","doi-asserted-by":"crossref","unstructured":"M.H.\u00a0ur\u00a0Rehman, C.\u00a0Sun, T.Y.\u00a0Wah, A.\u00a0Iqbal and P.P.\u00a0Jayaraman, Opportunistic computation offloading in mobile edge cloud computing environments, in: International Conference on Mobile Data Management, IEEE, 2016, pp.\u00a0208\u2013213.","DOI":"10.1109\/MDM.2016.40"},{"key":"ref069","doi-asserted-by":"crossref","unstructured":"M.\u00a0V\u00f6gler, J.M.\u00a0Schleicher, C.\u00a0Inzinger and S.\u00a0Dustdar, A scalable framework for provisioning large-scale IoT deployments, ACM Transactions on Internet Technology 16(2) (2016), article\u00a011.","DOI":"10.1145\/2850416"},{"issue":"1","key":"ref070","first-page":"43","volume":"40","author":"Voutilainen J.-P.","year":"2016","journal-title":"Informatica"},{"key":"ref071","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2013.04.014"},{"key":"ref072","unstructured":"U.\u00a0Wilensky, Netlogo, Techincal Report, Center for Connected Learning and Computer-Based Modeling, Northwestern University, 1999."},{"key":"ref073","doi-asserted-by":"crossref","unstructured":"D.\u00a0Yazar and A.\u00a0Dunkels, Efficient application integration in ip-based sensor networks, in: 1st ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, ACM, 2009, pp.\u00a043\u201348.","DOI":"10.1145\/1810279.1810289"},{"key":"ref074","doi-asserted-by":"crossref","unstructured":"S.\u00a0Yi, C.\u00a0Li and Q.\u00a0Li, A survey of fog computing: Concepts, applications and issues, in: Workshop on Mobile Big Data, ACM, 2015, pp.\u00a037\u201342.","DOI":"10.1145\/2757384.2757397"},{"key":"ref075","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-016-0915-y"},{"issue":"3","key":"ref076","first-page":"255","volume":"5","author":"Zhang Z.","year":"2007","journal-title":"Web Intelligence and Agent Systems"}],"container-title":["Web 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