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A Survey on Optical Interconnects for Data Centers Speaker: Shih-Chieh Chien Adviser: Prof Dr. Ho-Ting Wu
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2 Outline Introduction Current Data Center Network traffic characteristics Optical technology Architectures Comparison Conclusion Reference
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3 Introduction Internet traffic Emerging application e.g. Stream video, Social network, Cloud computing Data-intensive e.g. cloud computing, search engines, etc. High interaction(servers in the data center) Power consumption(inside the rack) each rack must the same → thermal constraints
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4 Rack mount Blade server 資料來源 :wikipedia
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5 Introduction (cont.)
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6 IT power percentage Server 40%, Storage 37%, Network devices 23% Include HVAC (Heating-Ventilation and Air-Conditioning) ICT GHG from 14% to 18%(2007 ~ 2020) Goal High throughput, reduced latency, low power consumption → Using optical network
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7 Introduction (cont.) Optical network Opaque networks (older telecom. network) OEO(optical-electrical-optical) Main draw back is power hungry all-optical networks (currently) Device Optical cross-connects (OXC) Reconfigurable optical add/drop multiplexers(ROADM) Point-to-point links( based on multi-mode fibers) Provide 75% energe saving
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8 Current DC with commodity switches Data center 3 tiers Core switches, Aggregate switches, and ToR Advantage Scaled easily Fault tolerant DrawBack High power consumption High number of links required
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9 Current DC with commodity switches Data center 3 tiers Core switches, Aggregate switches, and ToR switches Advantage Scaled easily Fault tolerant DrawBack High power consumption High number of links required
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10 Fat-tree 資料來源 :wikipedia Core level Aggregate level Access level
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11 ToR switch 1Gbps links … 資料來源 :IBM
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12 Current DC with commodity switches Data center 3 tiers Core switches, Aggregate switches, and ToR Advantage Scaled easily Fault tolerant DrawBack High power consumption High number of links required
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13 Current DC with commodity switches Data center 3 tiers Core switches, Aggregate switches, and ToR Advantage Scaled easily Fault tolerant DrawBack High power consumption High number of links required
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14 Network traffic characteristics Three classes (categorized by Microsoft research) University campus DC private enterprise DC cloud-computing DC Model traffic Interarrival rate distribution of the packet Lognormal distribution (in the private DC) Weibull distribution (in the campus DC)
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15 Network traffic characteristics Three classes (categorized by Microsoft research) University campus DC private enterprise DC cloud-computing DC Model traffic Interarrival rate distribution of the packet Lognormal distribution (in the private DC) Weibull distribution (in the campus DC)
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16 Network traffic characteristics (cont.) Main empirical findings Applications e.g. HTTP, HTTPS, LDAP, Database 。 Traffic flow locality Inter rack traffic 10%~80% Intra rack traffic Traffic flow size and duration Concurrent traffic flows Packet size Link utilization
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17 Optical Technology Splitter and combiner Coupler Arrayed-Waveguid Grating(AWG) Wavelength Selective Switch(WSS)
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18 Optical Technology (cont.) Micro-Electro-Mechanical Systems Switches(MEMS- swtch) Semiconductor Optical Amplifier(SOA) Tunable Wavelength Converters(TWC)
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19 Architectures (C-Through) Rack servers Electrical network Optical network
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20 Architectures (C-Through (cont.)) Hybrid electrical-optical network Traffic monitoring system Optical configuration manager Traffic in the ToR switch Demutiplexed by VLAN-based routing Packet based and circuit based network Evaluation Reduce completion time of the application Reduce latency between two nodes
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21 Comparison Technology All optical interconnection Hybrid interconnection Connectivity Circuit based switching Based on MEMS switch Packet based switching Array fixed lasers Fast tunable transmitters
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22 Comparison Hybrid & all-optical
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23 Comparison Technology All optical interconnection Hybrid interconnection Connectivity Circuit based switching Based on MEMS switch Packet based switching Array fixed lasers Fast tunable transmitters
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24 Comparison(connectivity)
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25 Comparison(cont.) Scalability Constrained by what? Number of switch optical port Number of wavelength channels Capacity Routing Prototypes
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26 Comparison(scalability)
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27 Comparison(cont.) Scalability Constrained by what? Number of switch optical port Number of wavelength channels Capacity Routing Prototypes
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28 Comparison(capacity) Capacity limitation technology
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29 Comparison(cont.) Scalability Constrained by what? Number of switch optical port Number of wavelength channels Capacity Routing Prototypes
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30 Comparison(cont.) Scalability Constrained by what? Number of switch optical port Number of wavelength channels Capacity Routing Prototypes
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31 Comparison(prototype)
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32 Cost and power consumption Commercially available (lower price) c-Through, Helios, and Proteus (optical modules) Data-vortex, and DOS (SOA modules) Intresting thing OPEX (operation cost) CAPEX(equipment's cost)
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33 Cost and power consumption(cont.) Simulation Replacement of current switches Data center with 1536 servers Two-tier topology 512 ToR switches 16 aggregate switches (32x10 Gbps ports) →each arround $5k Power consumption will be 77kW
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34 Cost = OPEX CDCN − (CAPEX OI + OPEX OI ) where, CDCN : CurrentDataCenterNetwork OI : OpticalInterconnects
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35 Conclusion Optical interconnets (promising solution for DC) High BW, low latency, and reduced energy consumption Hybrid proposed as an upgrade to current networks Schemes based on SOA for switching Faster reconfiguration time than MEMS switches Proteus shows high performance optical networks with readily available optical componetnts Schemes based on SOA and TWC Provide higher capacites and better scalability
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36 Reference http://www.hirose.co.jp/cataloge_hp/e83001002.pdf http://www.answers.com/topic/optical-switch G. Wang, D. G. Andersen, M. Kaminsky, K. Papagiannaki, T. E. Ng, M. Kozuch, and M. Ryan, “c-Through: Part-time Optics in Data Centers,” in Proc. ACM SIGCOMM 2010 conference on SIGCOMM, ser. SIGCOMM ’10, 2010, pp. 327–338. Kachris, Christoforos; Tomkos, Ioannis;, "A Survey on Optical Interconnects for Data Centers," Communications Surveys & Tutorials, IEEE, vol.14, no.4, pp.1021-1036, Fourth Quarter 2012
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