Institute of Computing Technology, Chinese Academy IR
Timeslot Switching-Based Optical Bypass in Data Center for Intrarack Elephant Flow With an Ultrafast DPDK-Enabled Timeslot Allocator | |
Guo, Bingli1; Shang, Yu1; Zhang, Yunquan2,3; Li, Wenzhe1; Yin, Shan1; Zhang, Yongjun1; Huang, Shanguo1 | |
2019-05-15 | |
发表期刊 | JOURNAL OF LIGHTWAVE TECHNOLOGY |
ISSN | 0733-8724 |
卷号 | 37期号:10页码:2253-2260 |
摘要 | To alleviate the performance interruption between elephant and mouse flows, a combined optical timeslot switching (OTS) and L2/L3 Top of Rack (ToR) architecture is experimentally demonstrated for the first time in a data center scenario. In this system, elephant flows are identified on the fly by a newly built sFlow-based traffic analyzer and delivered through a separate OTS subsystem. In this way, elephant flows are physically isolated from mouse flows; thus, fewer mutual interruptions are expected. However, previous OTS research has not sufficiently addressed how the timeslot allocator and timeslot allocation should be implemented to adapt to traffic fluctuations, and it is obvious that the current SDN-based timeslot allocation cannot satisfy the OTS system's requirements for time efficiency. Therefore, in this paper, data-plane development kit platform was used to enable an ultrafast online timeslot allocator (TSA) that can process timeslot requests at traffic levels exceeding 1 Tb/s. This demonstration employs two Intel Xeon CPU e5 logical cores for TSA, a private protocol between the TSA and servers, and a novel timeslot allocation algorithm. Using the proposed architecture, mouse flows are seldom interrupted by elephant flows. The power penalty of the OTS system is less than 1.2 dB, which is acceptable for server-to-server interconnections. Furthermore, simulation results show that the system achieves a consistently lower end-to-end latency for all flows than does a traditional ToR-based intrarack data center network (DCN). |
关键词 | Data center network data plane development kit mouse flow and elephant flow optical timeslot switching timeslot allocation algorithm |
DOI | 10.1109/JLT.2019.2901600 |
收录类别 | SCI |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China[61771074] ; Open Fund of State Key Laboratory of Information Photonics and Optical Communications (Beijing University of Posts and Telecommunications) ; State Key Laboratory of Advanced Optical Communication Systems and Networks, China ; Fundamental Research Funds for the Central Universities ; [61622102] |
WOS研究方向 | Engineering ; Optics ; Telecommunications |
WOS类目 | Engineering, Electrical & Electronic ; Optics ; Telecommunications |
WOS记录号 | WOS:000466188600013 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.204/handle/2XEOYT63/4244 |
专题 | 中国科学院计算技术研究所期刊论文_英文 |
通讯作者 | Huang, Shanguo |
作者单位 | 1.Beijing Univ Post & Telecommun, State Key Lab Informat Photon & Opt Commun, Beijing 100876, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Key Lab Comp Architecture, Beijing 100190, Peoples R China 3.Natl Supercomp Ctr Jinan, Jinan 250101, Shandong, Peoples R China |
推荐引用方式 GB/T 7714 | Guo, Bingli,Shang, Yu,Zhang, Yunquan,et al. Timeslot Switching-Based Optical Bypass in Data Center for Intrarack Elephant Flow With an Ultrafast DPDK-Enabled Timeslot Allocator[J]. JOURNAL OF LIGHTWAVE TECHNOLOGY,2019,37(10):2253-2260. |
APA | Guo, Bingli.,Shang, Yu.,Zhang, Yunquan.,Li, Wenzhe.,Yin, Shan.,...&Huang, Shanguo.(2019).Timeslot Switching-Based Optical Bypass in Data Center for Intrarack Elephant Flow With an Ultrafast DPDK-Enabled Timeslot Allocator.JOURNAL OF LIGHTWAVE TECHNOLOGY,37(10),2253-2260. |
MLA | Guo, Bingli,et al."Timeslot Switching-Based Optical Bypass in Data Center for Intrarack Elephant Flow With an Ultrafast DPDK-Enabled Timeslot Allocator".JOURNAL OF LIGHTWAVE TECHNOLOGY 37.10(2019):2253-2260. |
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