Joint jobs scheduling and lightpath provisioning in fog computing micro datacenter networks

Journal of Optical Communications and Networking

Volumn 10, Issue 7, 2018, Pages B152-B163

  Liu, Zhen ^a,b   Zhang, Jiawei ^a,b   Li, Yanan ^a,b   Bai, Lin ^a   Ji, Yuefeng ^a,b  

^a BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^b BEIJING UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Completion time; Elastic optical network; Fog computing micro datacenters; Jobs scheduling and lightpath provisioning.

Indexed keywords

FIBER OPTIC NETWORKS; FOG; HEURISTIC ALGORITHMS; INTEGER PROGRAMMING; JOB SHOP SCHEDULING; SCHEDULING;

COMPLETION TIME; DATA CENTER NETWORKS; DATA CENTERS; ELASTIC OPTICAL NETWORKS; INTEGER LINEAR PROGRAMMING FORMULATION; LIGHTPATH PROVISIONING; PARALLEL COMPUTATION; TASK COMPLETION TIME;

FOG COMPUTING;

EID: 85050345864     PISSN: 19430620     EISSN: None     Source Type: Journal    
DOI: 10.1364/JOCN.10.00B152     Document Type: Article

References (23)

1. T. Taleb, K. Samdanis, B. Mada, H. Flinck, S. Dutta, and D. Sabella, "On multi-access edge computing: a survey of the emerging 5G network edge cloud architecture and orchestration," IEEE Commun. Surv. Tutorials, vol. 19, no. 3, pp. 1657-1681, 2017.
2. J. Zhang, Y. Ji, H. Yu, X. Huang, and H. Li, "Experimental demonstration of fronthaul flexibility for enhanced comp service in 5G radio and optical access networks," Opt. Express, vol. 25, no. 18, pp. 21247-21258, 2017.
3. I. Popescu, X. Cao, G. Chen, H. Guo, N. Yoshikane, T. Tsuritani, J. Wu, and I. Morit, "Impact of metro-embedded data centers on metropolitan network design and traffic profile," J. Opt. Commun. Netw., vol. 9, no. 10, pp. 900-908, 2017.
4. Y. Xiao and M. Kruna, "QoE and power efficiency tradeoff for fog computing networks with fog node cooperation," in IEEE Int. Conf. Computer Communications (INFOCOM), Atlanta, Georgia, 2017.
5. Z. Hu, B. Li, and J. Luo, "Flutter: scheduling tasks closer to data across geo-distributed datacenters," in IEEE Int. Conf. Computer Communications (INFOCOM), San Francisco, California, 2016.
6. J. Zhang, Y. Ji, S. Jia, H. Li, X. Yu, and X. Wang, "Reconfigurable optical mobile fronthaul networks for coordinated multipoint transmission and reception in 5G," J. Opt. Commun. Netw., vol. 9, no. 6, pp. 489-497, 2017.
7. J. Zhang, Y. Ji, M. Song, and X. Yu, "Dynamic traffic grooming in sliceable bandwidth-variable transponder-enabled elastic optical networks," J. Lightwave Technol., vol. 33, no. 1, pp. 183-191, 2015.
8. B. Guo, S. Huang, Y. Zhao, and X. Li, "Distributed sub-lighttree construction scheme for multicast services in elastic optical datacenter networks," in Optical Fiber Communication Conf. and Exhibition (OFC), Los Angeles, California, 2017.
9. J. Zhang, Y. Zhao, X. Yu, and J. Zhang, "Energy-efficient traffic grooming in sliceable-transponder-equipped IP-over-elastic optical networks," J. Opt. Commun. Netw., vol. 7, no. 1, pp. A142-A152, 2015.
10. J. Zhang, Y. Ji, J. Zhang, and R. Gu, "Baseband unit cloud interconnection enabled by flexible grid optical networks with software defined elasticity," IEEE Commun. Mag., vol. 53, no. 9, pp. 90-98, 2015.
11. Y. Zhao, K. Chen, W. Bai, and M. Yu, "RAPIER: integrating routing and scheduling for coflow-aware data center networks," in IEEE Int. Conf. Computer Communications (INFOCOM), Hong Kong, China, 2015.
12. R. Yu, G. Xue, X. Zhang, and J. Tang, "Non-preemptive coflow scheduling and routing," in Global Communications Conf. (GLOBECOM), Singapore, Singapore, 2017.
13. J. Yao, P. Lu, L. Gong, and Z. Zhu, "On fast and coordinated data backup in geo-distributed optical inter-datacenter networks," J. Lightwave Technol., vol. 33, no. 14, pp. 3005-3015, 2015.
14. P. Lu, L. Zhang, X. Liu, J. Yao, and Z. Zhu, "Highly efficient data migration and backup for big data applications in elastic optical inter-data-center networks," IEEE Netw., vol. 29, no. 5, pp. 36-42, 2015.
15. M. Fiorani, P. Samadi, Y. Shen, L.Wosinska, and K. Bergman, "Flexible network architecture and provisioning strategy for geographically distributed metro data centers," J. Opt. Commun. Netw., vol. 9, no. 5, pp. 385-392, 2017.
16. W. Fang, M. Lu, X. Liu, L. Gong, and Z. Zhu, "Joint defragmentation of optical spectrum and IT resources in elastic optical datacenter interconnections," J. Opt. Commun. Netw., vol. 7, no. 4, pp. 314-324, 2015.
17. Y. Ji, J. Zhang,Y. Zhao, X.Yu, J. Zhang, and X. Chen, "Prospects and research issues in multi-dimensional all optical networks," Sci. China Inf. Sci., vol. 59, no. 10, 101301, 2016.
18. K. Christodoulopoulos, I. Tomkos, and E. A. Varvarigos, "Elastic bandwidth allocation in flexible OFDM-based optical networks," J. Lightwave Technol., vol. 29, no. 9, pp. 1354-1366, 2011.
19. S. Even, A. Itai, and A. Shamir, "On the complexity of timetable and multicommodity flow problems," SIAM J. Comput., vol. 5, no. 4, pp. 691-703, 1976.
20. Z. Fan, Y. Li, G. Shen, and C. K. Chan, "Distance-adaptive spectrum resource allocation using subtree scheme for alloptical multicasting in elastic optical networks," J. Lightwave Technol., vol. 35, no. 9, pp. 1460-1468, 2017.
21. R. Goscie n and K. Walkowiak, "Modeling and optimization of data center location and routing and spectrum allocation in survivable elastic optical networks," Opt. Switching Netw., vol. 23, no. 2, pp. 129-143, 2016.
22. C. Rottondi, M. Tornatore, A. Pattavina, and G. Gavioli, "Routing, modulation level, and spectrum assignment in optical metro ring networks using elastic transceivers," J. Opt. Commun. Netw., vol. 5, no. 4, pp. 305-315, 2013.
23. A. Lord,P. Wright, and A. Mitra, "Core networks in the flexgrid era," J. Lightwave Technol., vol. 33, no. 5, pp. 1126-1135, 2015.