A proximal algorithm for joint resource allocation and minimizing carbon footprint in geo-distributed fog computing

International Conference on Information Networking

Volumn 2015-January, Issue , 2015, Pages 324-329

  Do, Cuong T ^a   Tran, Nguyen H ^a   Pham, Chuan ^a   Alam, Md Golam Rabiul ^a   Son, Jae Hyeok ^a   Hong, Choong Seon ^a  

^a Kyung Hee University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CARBON FOOTPRINT; EMISSION CONTROL; FOG; RESOURCE ALLOCATION;

ALTERNATING DIRECTION METHOD OF MULTIPLIERS; COMPUTING INFRASTRUCTURES; CONTENT DISTRIBUTION NETWORKS; JOINT RESOURCE ALLOCATIONS; LARGE SCALE INTERNET; LARGE-SCALE OPTIMIZATION; PROXIMAL ALGORITHM; VIDEO STREAMING SERVICES;

FOG COMPUTING;

EID: 84940564967     PISSN: 19767684     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOIN.2015.7057905     Document Type: Conference Paper

References (28)

1. F. Bonomi, R. Milito, J. Zhu, and S. Addepalli, "Fog computing and its role in the internet of things, " in Proceedings of the first edition of the MCC workshop on Mo bile cloud computing. ACM, 2012, pp. 13-16.
2. M. Hajibaba and S. Gorgin, " A review on modern distributed computing paradigms: Cloud computing, jungle computing and fog computing," CIT. Journal of Computing and Information Technology, vol. 22, no. 2, pp. 69-84, 2014.
3. Cisco technology radar trends: Fog computing. [Online]. Available: http://www.cisco.com/web/solutions/trends/tech-radar/fogcomputing. html
4. Fog computing happens when big data analytics marries internet of things. [Online]. Available: http://tarrysingh.com/2014/07/fogcomputing-happens-when-big-data-Analytics-marries-internet-of-things/
5. H. Madse n, B. Burtschy, G. Albeanu, and F. Popentiu-Vladicescu, " Reliability in the utility computing era: Towards reliable fog computing," in Systems, Signals and Image Processing (IWSSIP), 2013 20th International Conference on. IEEE, 2013, pp. 43-46.
6. K. Hong, D. Lillethun, U. Ramachandran, B. Ottenwälder, and B. Koldehofe, " Mobile fog: a programming model for large-scale applications on the internet of things," in Proceedings of the second ACM SIGCOMM workshop on Mobile cloud computing. ACM, 2013, pp. 15-20.
7. J. Zhu, D. S. Chan, M. S. Prabhu, P. Natarajan, H. Hu, and F. Bonomi, " Improving web sites performance using edge servers in fog computing architecture," in Service Oriented System Engineering (SOSE), 2013 IEEE 7th International Symposium on. IEEE, 2013, pp. 320-323.
8. Fog computing is a new concept of data distribution. [Online]. Available: http://www.cloudtweaks.com/2013/12/fogcomputingis-A-new-concept-of-datadistribution/
9. Fog computing: Data, information, application and services need to be delivered more efficiently to the end user. [Online]. Available: http://clouduser.de/en/analysis/fogcomputingdata-information-Applicationand-services-needs-to-be-deliveredmoreefficient-to-the-enduser-22362
10. D. Xie,N. Ding,Y. C. Hu,R. K ompella The only constant is change: incorporating time-varying network reservations in data centers ACM SIGCOMM Computer Communication Review 42, 4, 199-210, 2012.
11. P. X. Gao, A. R. Curtis, B. Wong, and S. Keshav, " It's not easy being green," ACM SIGCOMM Computer Communication Review, vol. 42, no. 4, pp. 211-222, 2012.
12. Z. Liu, M. Lin, A. Wierman, S. H. Low, and L. L. Andrew, " Greening geographical load balancing," in Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems. ACM, 2011, pp. 233-244.
13. C. Feng, H. Xu, and B. Li, "An alternating direction method approach to cloud traffic management.
14. H. Xu, C. Feng, and B. Li, "Temperature aware workload management in geo-distributed datacenters, " in Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems. ACM, 2013, pp. 373-374.
15. H. Xu and B. Li, "Joint request mapping and response routing for geo-distributed cloud services," in INFOCOM, 2013 Proceedings IEEE. IEEE, 2013, pp. 854-862.
16. D. Niu and B. Li, "An efficient distributed algorithm for resource allocation in large-scale coupled systems," in INFOCOM, 2013 Proceedings IEEE. IEEE, 2013, pp. 1501-1509.
17. H. Xu and B. Li, "A general and practical datacenter selection framework for cloud services, " in Cloud Computing (CLOUD ), 2012 IEEE 5th International Conference on. IEEE, 2012, pp. 9-16.
18. S. Narayana, J. W. Jiang, J. Rexford, and M. Chiang, " To coordinate or not to coordinate? wide-Area traffic management for data centers," Technical report, Princeton University, Tech. Rep., 2012.
19. S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein, " Distributed optimization and statistical learning via the alternating direction method of multipliers," Foundations and Trends R in Machine Learning, vol. 3, no. 1, pp. 1-122, 2011.
20. S. Boyd, L. Xiao, and A. Mutapcic, "Subgradient methods, " lecture not es of EE392o, Stanford University, Autumn Quarter, vol. 2004, 2003.
21. N. H. Tran, C. S. Hong, and S. Lee, " Joint Congestion Control and Power Control with Outage Constraint in Wireless Multihop Networks," Vehicular Technology, IEEE Transactions on, vol. 61, no. 2, pp. 889-894, 2012.
22. N. H. Tran,C. S. Hong,S. Lee, "Cross-Layer Design of Congestion Control and Power Control in Fast-Fading Wireless Networks, " Parallel and Distrib uted Systems, IEEE Transactions on, vol. 24, no. 2, pp. 260-274, 2013.
23. C. Do, N. Tran, Z. Han, L. Le, S. Lee, and C. S. Hong, " Optimal Pricing for Duopoly in Cognitive Radio Networks: Cooperate or Not Cooperate?" Wireless Communications, IEEE Transactions on, 2014, in press.
24. N. Parikh and S. Boyd, "Proximal algorithms, " Foundations and Trends in Optimization, vol. 1, no. 3, pp. 123-231, 2013.
25. H. Ballani, P. Costa, T. Karagiannis, and A. Rowstron, " Towards predictable datacenter networks," in ACM SIGCOMM Computer Communication Review, vol. 41, no. 4. ACM, 2011, pp. 242-253.
26. J. V. Spadaro, L. Langlois, and B. Hamilton, " Greenhouse gas emissions of electricity generation chains: Assessing the difference," IAEA bulletin, vol. 42, no. 2, pp. 19-28, 2000.
27. X. Fan, W.-D. Weber, and L. A. Barroso, "Power provisioning for a warehouse-sized computer, " in ACM SIGARCH Computer Architecture News, vol. 35, no. 2. ACM, 2007, pp. 13-23.
28. E. Nygren, R. K. Sitaraman, and J. Sun, "The akamai network: a pl atform for high-performance internet applications," ACM SIGOPS Operating Systems Review, vol. 44, no. 3, pp. 2-19, 2010.