Traffic-aware resource provisioning for distributed clouds

IEEE Cloud Computing

Volumn 2, Issue 1, 2015, Pages 30-39

  Xu, Dan ^a   Liu, Xin ^b   Vasilakos, Athanasios V ^c  

^a AT AND T LABS RESEARCH   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c LULEÅ UNIVERSITY OF TECHNOLOGY   (Sweden)

Author keywords

cloud; datacenter; delay sensitive jobs; delay tolerant jobs; dynamic traffic; energy efficiency; load shifting; optimization; queue; server provisioning

Indexed keywords

CLOUDS; COST EFFECTIVENESS; COSTS; ENERGY EFFICIENCY; INTERNET; OPTIMIZATION;

DATACENTER; DELAY TOLERANT; DELAY-SENSITIVE JOBS; DYNAMIC TRAFFIC; LOAD SHIFTING; QUEUE;

COST REDUCTION;

EID: 84928714840     PISSN: None     EISSN: 23256095     Source Type: Trade Journal    
DOI: 10.1109/MCC.2015.22     Document Type: Article

References (15)

1. Cisco Global Cloud Index: Forecast and Methodology, 2012-2017, white paper, Cisco Systems, 2013.
2. J. Glanz, "Power, Pollution and the Internet," New York Times, 22 Sept. 2012; www.nytimes.com/2012/09/23/technology/data-centers-waste-vast-amounts-of-energy-belying-industry-image.html.
3. Y.Y. Chen et al., "Managing Server Energy and Operational Costs in Hosting Centers," Proc. ACM SIGMETRICS Int'l Conf. Measurement and Modeling of Computer Systems, 2005, pp. 303-314.
4. G. Chen et al., "Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services," Proc. 5th USENIX Symp. Networked Systems Design and Implementation (NSDI 08), 2008, pp. 337-350.
5. M. Lin et al., "Dynamic Right-Sizing for Power-Proportional Data Centers," IEEE/ACM Trans. Networking, vol. 21, no. 5, 2013, pp. 1378-1391.
6. L. Rao et al., "Minimizing Electricity Cost: Optimization of Distributed Internet Data Centers in a Multi-Electricity-Market Environment," Proc. IEEE INFOCOM, 2010, pp. 1145-1153.
7. J. Tu et al., "Dynamic Provisioning in Next-Generation Data Centers with On-Site Power Production," Proc. 4th Int'l Conf. Future Energy Systems (e-Energy 13), 2013, pp. 137-148.
8. T. Benson et al., "Understanding Data Center Traffic Characteristics," ACM SIGCOMM Computer Comm. Rev., vol. 40, no. 1, 2010, pp. 92-99.
9. R. Stanojevic and R. Shorten, "Distributed Dynamic Speed Scaling," Proc. IEEE INFOCOM, 2010, pp. 426-430.
10. H. Xu and B. Li, "Temperature Aware Workload Management in Geo-Distributed Datacenters," IEEE Trans. Parallel and Distributed Systems, preprint, doi: 10.1109/TPDS.2014.2325836.
11. D. Xu, X. Liu, and B. Fan, "Minimizing Energy Cost for Internet-Scale Datacenters with Dynamic Traffic," Proc. IEEE 19th Int'l Workshop on Quality of Service (IWQoS), 2011, pp. 1-2.
12. D. Xu, X. Liu, and B. Fan, "Efficient Server Provisioning and Offloading Policies for Internet Datacenters with Dynamic Load Demand," IEEE Trans. Computers, vol. 64, no. 3, pp.682-697, Mar. 2014; doi:10.1109/TC.2013.2295797.
13. D. Xu and X. Liu, "Geographic Trough Filling for Internet Datacenters," Proc. IEEE INFOCOM, 2012, pp. 2881-2885.
14. L. Georgiadis, M.J. Neely, and L. Tassiulas, "Resource Allocation and Cross-Layer Control in Wireless Networks," Foundations and Trends in Networking, vol. 1, no. 1, pp. 1-149, 2006.
15. D. Xu, X. Liu, and Z. Niu, "Joint Resource Provisioning for Internet Datacenters with Diverse and Dynamic Traffic," IEEE Trans. Cloud Computing, preprint, doi:10.1109/TCC.2014.2382118.