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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG SDN-Like: A Network-as-a-Service Publish/Subscribe Model Collaborators: Reza Sherafat Young Yoon Hans-Arno Jacobsen IBM F2C2, July 29-30 th 2013 Kaiwen Zhang msrg.org/papers/sdnlike
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG 2 Content-Based Publish/Subscribe broker match & forward Advertisement path Subscription path Publication path publisher name = `IBM’ price = $40 subscriber name = `IBM’ (topic-based) subscriber name = `IBM’ price > $30 (content-based) name = ‘IBM’
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG 3 Software-Defined Networking
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG 4 Overview SDN-Like Publish/Subscribe Content-based Publish/Subscribe SDN Virtualized Publish/Subscribe Network-as-a-Service Cross-layer Content-based Publish/Subscribe Data/Control Decoupling in Publish/Subscribe
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG 5 Publish/Subscribe-as-a-Service Customer base Customer 1Customer 2Customer 3 Telecommunication Companies Virtual P/S network P P S P S S Elastisticity, QoS, Migration... B0 B1 S2 S3
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG 6 SDN-Driven Publish/Subscribe Advertise: name = ‘IBM’ Subscribe: name = ‘IBM’ Publish: name = ‘IBM’
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG Channelization Forwarding 7 OpenFlow switch Flow table Flow patternActionStatistics Flow patternActionStatistics - Identify publication flows by packet header (eg. IP, MPLS) - Flow created per subscription group - Forward to next hops of destination set - Modify header to match downstream flows
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG Pros and Cons Ground layers: brokers and clients Water layers: switches and routers SDN-driven over broker-based: Can achieve line-speed rate, offload computation from hosts Space limitation? - |Flow entries| - |Address range| Incremental deployment? - How to handle IP multicast in non-SDN routers?
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG Amphibious Publish/Subscribe [Sherafat et al.] B0 B1 S2 S3 Cost model considers: - Broker VM deployment, bandwidth - Switch entry, bandwidth Ingress datacenter selection for broker VM deployment Frequent and large subscription groups (FLSGs): maximize gain of flow entries No home assets: Direct forwarding Multitenancy? - QoS in cost model - Customer pricing - Flow isolation - Client churn General topology? - Multi-switches path - Virtual switches
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG Publish/Subscribe Decoupling Properties P Publish/Subscribe Service S1S1 S2S2 S3S3 ??? Space decoupling Time decoupling Synchronization decoupling
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG Data/Control Decoupling P Publish/Subscribe Service S1S1 S2S2 S3S3 Production decoupling Data Plane Control Plane Consumption decoupling Pr Producer Ad Advertiser Consumer C1C1 C2C2 C3C3 IM Interest Manager Policy-based: - Metadata - Current state - Application - Advertisement control - Publication control
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG Example Use Cases FunctionalityUse caseApplication Scenario Advertisement controlSpam filterSocial news digest Publication controlTranslationService interoperability Subscription controlParametric subscriptionsIntrusion detection
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG 13 Conclusions SDN-Like Publish/Subscribe Content-based Publish/Subscribe SDN Virtualized Publish/Subscribe Network-as-a-Service Cross-layer Content-based Publish/Subscribe Data/Control Decoupling in Publish/Subscribe
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG 14 Thank you! Questions? padres.msrg.org msrg.org/papers/sdnlike
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG S1S1 15 Channelization Forwarding OpenFlow switch Flow table Flow patternActionStatistics Flow patternActionStatistics S2S2 S3S3 S 4 F1F1 S1S1 S2S2 F1F1 S1S1 S2S2 F2F2 S3S3 S4S4 - Identify publication flows by packet header - Flow created per subscription group - Forward to next hops of destination set - Modify header to match downstream flows
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG IP Multicast Flow Matching [Koldehofe et al.] IP fix ∘ Bitstring Limit to multicast range: IPv4 – 224.0.0.0/8 IPv6 – ff0e::/8 1101011 PR0 R1 R2 S0S0 S1S1 S2S2 S3S3 0* 010* 011* 0101* 011* 0110* p = “0110” - Craft publication IP address - IP flow corresponds to subscription destination set - Encode pubs and subs using spatial indexing - Establish paths to covered subscribers
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG MPLS-Based Flow Matching dstip : IP sw ip-header pkt p = ip-payload p mpls-payload label1 : SG i label2 : SG j mpls-header IP of dispatch switch Unwrap MPLS header: - Compute destination IPs - Replicate and forward Limit replication factor: Multi-switches MPLS
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MIDDLEWARE SYSTEMS RESEARCH GROUP MSRG.ORG Frequent and Large Subscription Groups S1S1 S2S2 S3S3 S 4 SG 1 : {S 1, S 2, S 4 } AllSGs p = {SG 1 }, residualSet = {S 3 } Support for false positive groups: Broker-assisted filtering Topology-aware group management
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