Trade-off between service delay and power consumption in edge-cloud computing

International Journal of Innovative Computing, Information and Control

Volumn 14, Issue 6, 2018, Pages 2011-2024

  Wang, Xu ^a,b   Ni, Hong ^a   Han, Rui ^a   Huang, Xingwang ^a,b  

^a INSTITUTE OF ACOUSTICS   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

Cloud computing; Edge computing; Modeling; Power consumption estimation; Quality of service

Indexed keywords

CLOUD COMPUTING; ECONOMIC AND SOCIAL EFFECTS; EDGE COMPUTING; ELECTRIC POWER UTILIZATION; ELECTRONIC TRADING; EVOLUTIONARY ALGORITHMS; INTERNET OF THINGS; MODELS; OPERATING COSTS; OPTIMAL SYSTEMS; PARETO PRINCIPLE; QUALITY OF SERVICE;

COMPUTING PARADIGM; IOT APPLICATIONS; MULTI OBJECTIVE EVOLUTIONARY ALGORITHMS; OPTIMAL SYSTEM CONFIGURATION; OPTIMIZATION PROBLEMS; POWER CONSUMPTION ESTIMATION; PRACTICAL SYSTEMS; QUALITY OF EXPERIENCE (QOE);

GREEN COMPUTING;

EID: 85055099738     PISSN: 13494198     EISSN: None     Source Type: Journal    
DOI: 10.24507/ijicic.14.06.2011     Document Type: Article

References (22)

1. L. Atzori, A. Iera and G. Morabito, The Internet of Things: A survey, Computer Networks, vol.54, no.15, pp.2787-2805, 2010.
2. F. Bonomi, R. Milito, P. Natarajan and J. Zhu, Fog computing: A platform for Internet of Things and analytics, Big Data and Internet of Things: A Roadmap for Smart Environments, vol.546, pp.169-186, 2014.
3. J. Pan and J. Mcelhannon, Future edge cloud and edge computing for Internet of Things applications, IEEE Internet of Things Journal, vol.5, no.1, 2018.
4. J. A. Stankovic, Research directions for the Internet of Things, IEEE Internet of Things Journal, vol.1, no.1, pp.3-9, 2014.
5. A. Zanella, N. Bui, A. Castellani, L. Vangelista and M. Zorzi, Internet of Things for smart cities, IEEE Internet of Things Journal, vol.1, no.1, pp.22-32, 2014.
6. T. Higashino, H. Yamaguchi, A. Hiromori, A. Uchiyama and K. Yasumoto, Edge computing and IoT based research for building safe smart cities resistant to disasters, IEEE International Conference on Distributed Computing Systems, pp.1729-1737, 2017.
7. J. Pan, L. Ma, R. Ravindran and P. Talebifard, Homecloud: An edge cloud framework and testbed for new application delivery, International Conference on Telecommunications, pp.1-6, 2016.
8. H. Wang, J. Gong, Y. Zhuang, H. Shen and J. Lach, Healthedge: Task scheduling for edge computing with health emergency and human behavior consideration in smart homes, International Conference on Networking, Architecture, and Storage, pp.1-2, 2017.
9. S. K. Sharma and X. Wang, Live data analytics with collaborative edge and cloud processing in wireless IoT networks, IEEE Access, vol.5, pp.4621-4635, 2017.
10. S. H. Park, O. Simeone and S. S. Shitz, Joint optimization of cloud and edge processing for fog radio access networks, IEEE Trans. Wireless Communications, vol.15, no.11, pp.7621-7632, 2016.
11. T. G. Rodrigues, K. Suto, H. Nishiyama and N. Kato, Hybrid method for minimizing service delay in edge cloud computing through VM migration and transmission power control, IEEE Trans. Computers, vol.66, no.5, pp.810-819, 2017.
12. L. I. Hongjia, C. I. Song, T. Lin, H. Wang and Z. Wang, Research on green index based energy consumption modeling method for cloud computing system, Journal of Network New Media, 2013.
13. X. Tao, K. Ota, M. Dong, H. Qi and K. Li, Performance guaranteed computation offloading for mobile-edge cloud computing, IEEE Wireless Communications Letters, 2017.
14. F. Ahmad and T. N. Vijaykumar, Joint optimization of idle and cooling power in data centers while maintaining response time, ACM Sigplan Notices, vol.45, pp.243-256, 2010.
15. S. Srinivasan and V. Getov, Navigating the cloud computing landscape – Technologies, services, and adopters, Computer, vol.44, no.3, pp.22-23, 2011.
16. C. Stergiou, K. E. Psannis, B. G. Kim and B. Gupta, Secure integration of IoT and cloud computing, Future Generation Computer Systems, 2016.
17. D. C. Marinescu, Cloud Computing: Theory and Practice, Morgan Kaufmann, 2017.
18. W. Shi, J. Cao, Q. Zhang, Y. Li and L. Xu, Edge computing: Vision and challenges, IEEE Internet of Things Journal, vol.3, no.5, pp.637-646, 2016.
19. S. K. Datta, C. Bonnet and J. Haerri, Fog computing architecture to enable consumer centric Internet of Things services, IEEE International Symposium on Consumer Electronics (ISCE), pp.1-2, 2015.
20. P. G. Harrison and N. M. Patel, Performance Modelling of Communication Networks and Computer Architectures, 1993.
21. G. Chen, W. He, J. Liu, S. Nath, L. Rigas, L. Xiao and F. Zhao, Energy-aware server provisioning and load dispatching for connection-intensive Internet services, NSDI, vol.8, pp.337-350, 2008.
22. K. Deb and D. Kalyanmoy, Multi-Objective Optimization Using Evolutionary Algorithms, John Wiley & Sons, Inc., New York, NY, USA, 2001.