Physical-Layer Adaptive Resource Allocation in Software-Defined Data Center Networks

被引:22
作者
Yang, Mingwei [1 ]
Rastegarfar, Houman [2 ]
Djordjevic, Ivan B. [1 ]
机构
[1] Univ Arizona, Dept Elect & Comp Engn, Tucson, AZ 85721 USA
[2] Univ Arizona, Coll Opt Sci, Tucson, AZ 85721 USA
基金
美国国家科学基金会;
关键词
Adaptive modulation and coding; Data center; Preamble encoding; Pulse amplitude modulation (PAM); Software-defined networking (SDN); Wavelength routing; NEXT-GENERATION; DESIGN; MODULATION; SYSTEM;
D O I
10.1364/JOCN.10.001015
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With the deep physical-layer programmability enabled by software-defined networking (SDN), it is now feasible to realize optical data center transceivers that adapt their transmission parameters in response to time-varying traffic demand and signal quality conditions. In this paper, we develop a cross-layer performance tuning framework for wavelength-tunable data center transceivers, combining scalable and secure modulation order and code rate adaptation. We develop new physical-layer control modules and combine SDN control with distributed preamble encoding in order to achieve both rate adaptation and node synchronization in a wavelength-routing data center testbed. Our experimental and theoretical studies based on pulse amplitude modulation and low-density parity-check coding point to the significance of joint modulation order and code-rate adaptation in data centers. We report real-time resource adaptation with switching speeds on the order of hundreds of milliseconds.
引用
收藏
页码:1015 / 1026
页数:12
相关论文
共 43 条
[1]   Design Considerations for a 5G Network Architecture [J].
Agyapong, Patrick Kwadwo ;
Iwamura, Mikio ;
Staehle, Dirk ;
Kiess, Wolfgang ;
Benjebbour, Anass .
IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (11) :65-75
[2]  
[Anonymous], 2018, POX CONTROLLER TUTOR
[3]  
[Anonymous], 2018, ITU T REC G S64
[4]   Optical Interconnects at the Top of the Rack for Energy-Efficient Data Centers [J].
Chen, Jiajia ;
Gong, Yu ;
Fiorani, Matteo ;
Aleksic, Slavisa .
IEEE COMMUNICATIONS MAGAZINE, 2015, 53 (08) :140-148
[5]   Enabling Technologies for Future Data Center Networking: A Primer [J].
Chen, Min ;
Jin, Hai ;
Wen, Yonggang ;
Leung, Victor C. M. .
IEEE NETWORK, 2013, 27 (04) :8-15
[6]  
Cisco, 2015, Cisco Global Cloud Index 2015-2020
[7]   Beyond 100G Client Optics [J].
Cole, Chris .
IEEE COMMUNICATIONS MAGAZINE, 2012, 50 (02) :S58-S66
[8]   Quasi-cyclic low-density parity-check codes from circulant permutation matrices [J].
Fossorier, MPC .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2004, 50 (08) :1788-1793
[9]   Hybrid Wavelength Switched-TDMA High Port Count All-Optical Data Centre Switch [J].
Funnell, Adam Christopher ;
Shi, Kai ;
Costa, Paolo ;
Watts, Philip ;
Ballani, Hitesh ;
Thomsen, Benn Charles .
JOURNAL OF LIGHTWAVE TECHNOLOGY, 2017, 35 (20) :4438-4444
[10]   LOW-DENSITY PARITY-CHECK CODES [J].
GALLAGER, RG .
IRE TRANSACTIONS ON INFORMATION THEORY, 1962, 8 (01) :21-&