Combining hardware nodes and software components ordering-based heuristics for optimizing the placement of distributed IoT applications in the fog

Proceedings of the ACM Symposium on Applied Computing

Volumn , Issue , 2018, Pages 751-760

  Xia, Ye ^a   Etchevers, Xavier ^a   Letondeur, Loïc ^a   Coupaye, Thierry ^a   Desprez, Frédéric ^b  

^a ORANGE LABS   (France)

^b UNIV GRENOBLE ALPES   (France)

Author keywords

Fog computing; Heuristics; IoT; Placement

Indexed keywords

APPLICATION PROGRAMS; DECISION MAKING; FOG; FOG COMPUTING;

AUTOMATED PLACEMENTS; COMPARATIVE SIMULATION; DISTRIBUTED APPLICATIONS; GEOGRAPHICAL LOCATIONS; HEURISTICS; INTERNET OF THINGS (IOT); PLACEMENT; RESOURCE REQUIREMENTS;

INTERNET OF THINGS;

EID: 85050540850     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/3167132.3167215     Document Type: Conference Paper

References (16)

1. Flavio Bonomi, Rodolfo Milito, Jiang Zhu, and Sateesh Addepalli. Fog computing and its role in the internet of things. In Proceedings of the first edition of the MCC workshop on Mobile cloud computing, pages 13-16. ACM, 2012.
2. Luis M Vaquero and Luis Rodero-Merino. Finding your way in the fog: Towards a comprehensive definition of fog computing. ACM SIGCOMM Computer Com-munication Review, 44(5):27-32, 2014.
3. Valeria Cardellini, Vincenzo Grassi, Francesco Lo Presti, and Matteo Nardelli. Optimal operator placement for distributed stream processing applications. In Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, pages 69-80. ACM, 2016.
4. Antonio Brogi, Stefano Forti, and Ahmad Ibrahim. How to best deploy your Fog applications, probably. In International Conference on Edge and Fog Computing, 2017.
5. Letondeur Loïc, Ottogalli François-Gaël, and Coupaye Thierry. A demo of ap-plication lifecycle management for IoT collaborative neighborhood in the fog-Practical experiments and lessons learned around docker. In FogWorld Congress. IEEE, 2017.
6. Mohammed Islam Naas, Philippe Raipin, Jalil Boukhobza, and Laurent Lemarc-hand. iFogStor: an IoT Data Placement Strategy for Fog Infrastructure. In IEEE 1st International Conference on Fog and Edge Computing, Madrid, Spain, May 2017.
7. Mina Sedaghat, Francisco Hernández-Rodriguez, and Erik Elmroth. Autonomic resource allocation for cloud data centers: A peer to peer approach. In Cloud and Autonomic Computing (ICCAC), 2014 International Conference on, pages 131-140. IEEE, 2014.
8. Emiliano Casalicchio, Daniel A Menascé, and Arwa Aldhalaan. Autonomic re-source provisioning in cloud systems with availability goals. In Proceedings of the 2013 ACM Cloud and Autonomic Computing Conference, page 1. ACM, 2013.
9. Kuan-yin Chen, Yang Xu, Kang Xi, and H Jonathan Chao. Intelligent virtual machine placement for cost efficiency in geo-distributed cloud systems. In Com-munications (ICC), 2013 IEEE International Conference on, pages 3498-3503. IEEE, 2013.
10. Md Hasanul Ferdaus, Manzur Murshed, Rodrigo N Calheiros, and Rajkumar Buyya. Virtual machine consolidation in cloud data centers using ACO meta-heuristic. In European Conference on Parallel Processing, pages 306-317. Springer, 2014.
11. Yongqiang Gao, Haibing Guan, Zhengwei Qi, Yang Hou, and Liang Liu. A multi-objective ant colony system algorithm for virtual machine placement in cloud computing. Journal of Computer and System Sciences, 79(8):1230-1242, 2013.
12. Wubin Li, Johan Tordsson, and Erik Elmroth. Virtual machine placement for predictable and time-constrained peak loads. In International Workshop on Grid Economics and Business Models, pages 120-134. Springer, 2011.
13. Pedro Silva and Christian Perez. An Efficient Communication Aware Heuristic for Multiple Cloud Application Placement. In European Conference on Parallel Processing, pages 372-384. Springer, 2017.
14. Jiaxin Li, Dongsheng Li, Jing Zheng, and Yong Quan. Location-aware multi-user resource allocation in distributed clouds. In Advanced Computer Architecture, pages 152-162. Springer, 2014.
15. Sharad Agarwal, John Dunagan, Navendu Jain, Stefan Saroiu, Alec Wolman, and Harbinder Bhogan. Volley: Automated Data Placement for Geo-Distributed Cloud Services. In NSDI, volume 10, pages 28-0, 2010.
16. Henri Casanova, Arnaud Giersch, Arnaud Legrand, Martin Quinson, and Frédéric Suter. Versatile, scalable, and accurate simulation of distributed applica-tions and platforms. Journal of Parallel and Distributed Computing, 74(10):2899-2917, 2014.