Optical networks for cost-efficient and scalable provisioning of big data traffic

被引:10
作者
Walkowiak, Krzysztof [1 ]
Wozniak, Michal [1 ]
Klinkowski, Miroslaw [2 ]
Kmiecik, Wojciech [1 ]
机构
[1] Wroclaw Univ Technol, European Res Ctr Network IntelliGence INnovat Enh, Dept Syst & Comp Networks, Wybrzeze Wyspianskiego 27, PL-50370 Wroclaw, Poland
[2] Natl Inst Telecommun, PL-04894 Warsaw, Poland
关键词
big data; optical networks; cloud computing;
D O I
10.1080/17445760.2014.924516
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This article shows how recent advances in optical networks can be used to improve big data processing by cost-effective and scalable provisioning of high-bandwidth connectivity for big data traffic in backbone networks and consequently tackle the current problems related to big data processing in distributed environment including cloud computing. We focus on two optical technologies, namely currently the most popular wavelength division multiplexing and a new emerging approach of elastic optical network (EON). The performance metrics related to both optical network resources (network capital expenditures/operating expenditures (OPEX) cost, power consumption optical spectrum usage) and computing resources (response time and OPEX cost) are investigated in pan-European and US networks based on an example of a big data application related to hyperspectral image processing. Results indicate that provisioning of big data traffic directly in the optical layer with the use of the EON concept provides the best results in most of examined criteria.
引用
收藏
页码:15 / 28
页数:14
相关论文
共 22 条
[1]   GMPLS/PCE Control of Flexi-Grid DWDM Optical Networks Using CO-OFDM Transmission [Invited] [J].
Casellas, Ramon ;
Munoz, Rauel ;
Fabrega, Josep M. ;
Svaluto Moreolo, Michela ;
Martinez, Ricardo ;
Liu, Lei ;
Tsuritani, Takehiro ;
Morita, Itsuro .
JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2012, 4 (11) :B1-B10
[2]  
Cesetti A., 2010, 2010 IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA 2010), P125, DOI 10.1109/MESA.2010.5552081
[3]   Toward Cloud-Ready Transport Networks [J].
Contreras, Luis M. ;
Lopez, Victor ;
Gonzalez de Dios, Oscar ;
Tovar, Alejandro ;
Munoz, Fernando ;
Azanon, Amanda ;
Pedro Fernandez-Palacios, Juan ;
Folgueira, Jesus .
IEEE COMMUNICATIONS MAGAZINE, 2012, 50 (09) :48-55
[4]  
Coombes M, 2013, INT CONF UNMAN AIRCR, P542
[5]   Optical Networks for Grid and Cloud Computing Applications [J].
Develder, Chris ;
De Leenheer, Marc ;
Dhoedt, Bart ;
Pickavet, Mario ;
Colle, Didier ;
De Turck, Filip ;
Demeester, Piet .
PROCEEDINGS OF THE IEEE, 2012, 100 (05) :1149-1167
[6]  
Ferguson JP, INTRO HYPERSPECTRAL
[7]  
Fitzgerald D, 2005, Proceedings of the 2005 Intelligent Sensors, Sensor Networks & Information Processing Conference, P397
[8]   Elastic Optical Networking: A New Dawn for the Optical Layer? [J].
Gerstel, Ori ;
Jinno, Masahiko ;
Lord, Andrew ;
Ben Yoo, S. J. .
IEEE COMMUNICATIONS MAGAZINE, 2012, 50 (02) :S12-S20
[9]   An endmember-based distance for content based hyperspectral image retrieval [J].
Grana, Manuel ;
Veganzones, Miguel A. .
PATTERN RECOGNITION, 2012, 45 (09) :3472-3489
[10]  
Huang HL, 2001, J APPL METEOROL, V40, P365, DOI 10.1175/1520-0450(2001)040<0365:AOPCAT>2.0.CO