Modeling and Simulation of Fog and Edge Computing Environments Using iFogSim Toolkit
This chapter focuses on delivering a tutorial on iFogSim. iFogSim simulation toolkit is developed upon the fundamental framework of CloudSim. CloudSim is one of the wildly adopted simulators to model cloud computing environments. The chapter briefly discusses the iFogSim simulator and its three basi...
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| Veröffentlicht in: | Fog and Edge Computing S. 433 - 465 |
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| Hauptverfasser: | , |
| Format: | Buchkapitel |
| Sprache: | Englisch |
| Veröffentlicht: |
United States
Wiley
2019
John Wiley & Sons, Incorporated John Wiley & Sons, Inc |
| Ausgabe: | 1 |
| Schriftenreihe: | Wiley Series on Parallel and Distributed Computing |
| Schlagworte: | |
| ISBN: | 9781119524984, 1119524989 |
| Online-Zugang: | Volltext |
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| Abstract | This chapter focuses on delivering a tutorial on iFogSim. iFogSim simulation toolkit is developed upon the fundamental framework of CloudSim. CloudSim is one of the wildly adopted simulators to model cloud computing environments. The chapter briefly discusses the iFogSim simulator and its three basic components: physical components, logical components, and management components. It explores high‐level steps to model and simulate fog computing environment. The chapter revisits the way of installing iFogSim and provides a guideline to model fog environment. Some fog scenarios and their corresponding user extensions are included in the chapter. Finally, the chapter concludes with the simulation of a simple application placement policy and a case study in smart healthcare. The case study includes a schematic illustration of the system architecture and application model for the Internet‐of‐Things (IoT)‐enabled healthcare solutions. |
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| AbstractList | This chapter focuses on delivering a tutorial on iFogSim. iFogSim simulation toolkit is developed upon the fundamental framework of CloudSim. CloudSim is one of the wildly adopted simulators to model cloud computing environments. The chapter briefly discusses the iFogSim simulator and its three basic components: physical components, logical components, and management components. It explores high‐level steps to model and simulate fog computing environment. The chapter revisits the way of installing iFogSim and provides a guideline to model fog environment. Some fog scenarios and their corresponding user extensions are included in the chapter. Finally, the chapter concludes with the simulation of a simple application placement policy and a case study in smart healthcare. The case study includes a schematic illustration of the system architecture and application model for the Internet‐of‐Things (IoT)‐enabled healthcare solutions. This chapter focuses on delivering a tutorial on iFogSim. iFogSim simulation toolkit is developed upon the fundamental framework of CloudSim. CloudSim is one of the wildly adopted simulators to model cloud computing environments. The chapter briefly discusses the iFogSim simulator and its three basic components: physical components, logical components, and management components. It explores high‐level steps to model and simulate fog computing environment. The chapter revisits the way of installing iFogSim and provides a guideline to model fog environment. Some fog scenarios and their corresponding user extensions are included in the chapter. Finally, the chapter concludes with the simulation of a simple application placement policy and a case study in smart healthcare. The case study includes a schematic illustration of the system architecture and application model for the Internet‐of‐Things (IoT)‐enabled healthcare solutions. |
| Author | Mahmud, Redowan Buyya, Rajkumar |
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| Cites_doi | 10.1145/3186592 10.1016/j.jpdc.2018.03.004 |
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| Editor | Buyya, Rajkumar Srirama, Satish Narayana |
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| Keywords | Cloud computing Actuators Computational modeling Quality of service Sensors Resource management Edge computing |
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| References | Gubbi, Buyya, Marusic, Palaniswami (c17-cit-0001) 2013; 29 Mahmud, Ramamohanarao, Buyya (c17-cit-0014) 2018 Dastjerdi, Buyya (c17-cit-0004) 2016; 49 c17-cit-0007 Mahmoud, Rodrigues, Saleem, Al‐Muhtadi, Kumar, Korotaev (c17-cit-0016) 2018; 67 Skarlat, Nardelli, Schulte, Dustdar (c17-cit-0018) 2017 Mahmud, Ramamohanarao, Buyya (c17-cit-0002) 2017 Mahmud, Afrin, Razzaque, Hassan, Alelaiwi, AlRubaian (c17-cit-0011) 2016; 46 Bonomi, Milito, Zhu, Addepalli (c17-cit-0003) 2012 Sonmez, Ozgovde, Ersoy (c17-cit-0006) 2017 Benali, Teyeb, Balma, Tata, Hadj‐Alouane (c17-cit-0010) 2016 Calheiros, Ranjan, Beloglazov, De Rose, Buyya (c17-cit-0009) 2011; 41 Bittencourt, Diaz‐Montes, Buyya, Rana, Parashar (c17-cit-0013) 2017; 4 Mahmud, Srirama, Ramamohanarao, Buyya (c17-cit-0015) 2018 Taneja, Davy (c17-cit-0012) 2017 Chai, Bazm, Camarasu‐Pop, Glatard, Benoit‐Cattin, Suter (c17-cit-0017) 2017 Mahmud, Koch, Buyya (c17-cit-0005) 2018 Gupta, Dastjerdi, Ghosh, Buyya (c17-cit-0008) 2017; 47 |
| References_xml | – start-page: 95 year: 2016 end-page: 100 ident: c17-cit-0010 article-title: Evaluation of traffic‐aware VM placement policies in distributed cloud using CloudSim publication-title: Proceedings of the 25th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE'16) – volume: 29 start-page: 1645 issue: 7 year: 2013 end-page: 1660 ident: c17-cit-0001 article-title: Internet of Things (IoT): A vision, architectural elements, and future directions publication-title: Future Generation Computer Systems – volume: 46 start-page: 1525 issue: 11 year: 2016 end-page: 1545 ident: c17-cit-0011 article-title: Maximizing quality of experience through context‐aware mobile application scheduling in cloudlet infrastructure publication-title: Software: Practice and Experience – ident: c17-cit-0007 – volume: 67 start-page: 58 year: 2018 end-page: 69 ident: c17-cit-0016 article-title: Towards energy‐aware fog‐enabled cloud of things for healthcare publication-title: Computers & Electrical Engineering – year: 2018 ident: c17-cit-0014 article-title: Latency‐aware application module management for fog computing environments publication-title: ACM Transactions on Internet Technology (TOIT) doi: 10.1145/3186592 – volume: 47 start-page: 1275 issue: 9 year: 2017 end-page: 1296 ident: c17-cit-0008 article-title: iFogSim: A toolkit for modeling and simulation of resource management techniques in internet of things, edge and fog computing environments publication-title: Software: Practice and Experience (SPE) – volume: 4 start-page: 26 issue: 2 year: 2017 end-page: 35 ident: c17-cit-0013 article-title: Mobility‐aware application scheduling in fog computing publication-title: IEEE Cloud Computing – year: 2017 ident: c17-cit-0002 article-title: Fog computing: A taxonomy, survey and future directions publication-title: Internet of Everything: Algorithms, Methodologies, Technologies and Perspectives – year: 2012 ident: c17-cit-0003 article-title: Fog computing and its role in the Internet of things publication-title: Proceedings of the first edition of the MCC workshop on Mobile Cloud computing (MCC '12) – year: 2018 ident: c17-cit-0005 article-title: Cloud‐fog interoperability in IoT‐enabled healthcare solutions publication-title: Proceedings of the 19th International Conference on Distributed Computing and Networking (ICDCN '18) – start-page: 39 year: 2017 end-page: 44 ident: c17-cit-0006 article-title: Edgecloudsim. An environment for performance evaluation of edge computing systems publication-title: Proceedings of the Second International Conference on Fog and Mobile Edge Computing (FMEC'17) – volume: 49 start-page: 112 issue: 8 year: 2016 end-page: 116 ident: c17-cit-0004 article-title: Fog computing: Helping the Internet of Things realize its potential publication-title: IEEE Computer – year: 2017 ident: c17-cit-0018 article-title: Towards QoS‐aware fog service placement publication-title: Proceedings of the 1st IEEE International Conference on Fog and Edge Computing (ICFEC'17) – year: 2018 ident: c17-cit-0015 article-title: Quality of experience (QoE)‐aware placement of applications in fog computing environments publication-title: Journal of Parallel and Distributed Computing. doi: 10.1016/j.jpdc.2018.03.004 – start-page: 1222 year: 2017 end-page: 1228 ident: c17-cit-0012 article-title: Resource aware placement of IoT application modules in Fog‐Cloud Computing Paradigm publication-title: Proceedings of the IFIP/IEEE Symposium on Integrated Network and Service Management (IM'17) – start-page: 54 year: 2017 end-page: 63 ident: c17-cit-0017 article-title: Modeling distributed platforms from application traces for realistic file transfer simulation publication-title: Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID'17) – volume: 41 start-page: 23 issue: 1 year: 2011 end-page: 50 ident: c17-cit-0009 article-title: CloudSim: A toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms publication-title: Software: Practice and Experience |
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| SubjectTerms | application placement policy CloudSim fog computing environment fog scenarios iFogSim simulator smart healthcare |
| Title | Modeling and Simulation of Fog and Edge Computing Environments Using iFogSim Toolkit |
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