A-CORD (Analytics for CORD) #OpenCORD

Transcription

1 A-CORD (Analytics for CORD) #OpenCORD

2 WHAT IS CORD?

3 Domains of Use: Residential, Mobile, Enterprise R-CORD M-CORD E-CORD

4 A-CORD is a part of the Platform Core R-CORD M-CORD A-CORD E-CORD

5 A-CORD is about ANALYTICS TELEMETRY CONTROL

6 A-CORD High Level View Analytics Engines Real-time Analytic Apps Diagnostic Analytic Apps Security Analytic Apps Control Decision Observed Data Change Observability Telemetry-as-a-Service Service Controller (XOS) Programmable Observability Configuration Collection Data Storage TSDB CORD Orchestration Platform Program & Observe Control Programmable Probes Enterprise Metro Ethernet BBUs (Multi -RATs) PON OLT MACs VNF VNF VNF VNF ROADM (Core)

7 Programmable Probes: Fabric Switches sflow - Packet Samples Work in progress for P4 INT BroadView - ingress-port-priority-group - ingress-port-service-pool - ingress-service-pool - egress-cpu-queue - egress-mc-queue - egress-port-service-pool - egress-rqe-queue - egress-service-pool - egress-uc-queue - Programmable Probes Telemetry- as-a- Service Fabric Whitebox BroadView_ Plugin BroadView Agent Data Delivery Data Collection sflow_ Collector sflow Agent ONOS_ Plugin BRCM ASIC TSDB Fabric Control App OpenFlow OpenFlow Agent OF-DPA Fabric_Control_ Plugin Fabric Control App Events - TBD OpenFlow Probes/Metrics - switch.port.receive.packets - switch.port.transmit.packets - switch.port.receive.bytes - switch.port.transmit.bytes - switch.port.receive.drops - switch.port.transmit.drops - switch.port.receive.frame_error - switch.port.receive.overrun_error - switch.port.receive.crc_error - switch.port.collision.count - switch.table.active.entries - switch.table.lookup.packets - switch.table.matched.packets

8 Programmable Probes: Service VNFs and NFVI Service Level Events vsg - vsg.dns.cache.size - TBD vmme - TBD vbbu - vbbu.power.level - TBD Infrastructure Metrics - instance.cpu - instance.vcpu - instance.memory.usage - instance.network.incoming.bytes.rate - instance.network.outgoing.bytes.rate - instance.disk.usage - instance.create - instance.delete - hardware.ipmi.node.cpu_util - hardware.ipmi.node.mem_util - hardware.ipmi.node.io_util Telemetry- as-a- Service VNF_Plugin Monitoring Agent Servers VNF(s) Data Delivery Virtual Compute Compute Hardware Data Collection Infra_Plugin Monitoring Agent Virtual Storage Virtualization Layer Storage ONOS_ Plugin TSDB OpenFlow Virtual Network Network VTN_Plugin VTN OVSDB Virtual Tenant Networking App Events - TBD OpenFlow Probes/Metrics - From Virtual Network Switches Programmable Probes

9 A-CORD Roadmap Upgrade all current A-CORD services to the CORD 4.1 release Integrate P4 INT enabled Trellis to A-CORD Integrate A-CORD and ONAP DCAE including VNF onboarding alignments. Move from unstructured to structured telemetry data combining data models from OpenConfig, VES and ETSI. Create an hierarchical multi-collector architecture with dynamic collector and probe instantiations Create a programmable SD Collector architecture along with SD Collector development guidelines and SD Collector SDKs. Create vprobe development guidelines and vprobe SDKs.

10 What is coming up? Multi Layer Loops Multi Loop App ACORD MAIN COLLECTOR ACORD COLLECTOR Loop 3 ACORD COLLECTOR Loop 2 ACORD COLLECTOR Loop 1 Multiloop App Agent ACORD COLLECTOR Loop 0 Multiloop App Agent vprobe vprobe vprobe vprobe vprobe Signalling Data White Box NIC Chip

11 What is coming up? SD Collectors Analytics APP Policies P P L4-Collector Application Probes P P L3-Collector Control / Orchestration level SD Collectors Program P P L2-Collector Server/ Switch Level P P L1-Collector Board Level AI P P L0-Collector SOC Level Self Driving Networks

12 Demo - 1 OpenConfig and Grafana Monitor packet loss and throughput parameters for specific switch / port Grafana Analytics App P4 INT Probe gnmi L0 Collector gnmi grpc/pb 1 Subscribe grpc/pb grpc/pb OPTSDB Receiver L1 Collector gnmi 10 Subscribe

13 P4 INT - Explained SW2 A SW1 SW3 SW5 SW6 Z B SW4 y SDN Controller Analytics App

14 Demo - 2 VES and ONAP DCAE Apps DCAE subscribe DMaaP REST/JSON VES collector REST/JSON VES Event simulator MODEL VALIDATION TOPICS ROUTING GENERATE EVENTS: SYSLOG STATE CHANGE MOBILE FLOW FAULT HEARTBEAT OTHER

15 Loops of Collection / Control SW2 A SW1 SW3 SW5 SW6 Z SW4 t L0 Collector t L1 Collector Analytics App App 1 Ln Collector Analytics App 2

16 Demo - 2 VES and ONAP DCAE

17 Demo - 2 VES and ONAP DCAE

18 Demo - 2 VES and ONAP DCAE Apps DCAE subscribe DMaaP REST/JSON VES collector REST/JSON VES Event simulator MODEL VALIDATION TOPICS ROUTING GENERATE EVENTS: SYSLOG STATE CHANGE MOBILE FLOW FAULT HEARTBEAT OTHER

19 Get Involved! 1. join Weekly Meetings, every Monday 09:30 PST 2. Join our mailing list 3. Join us on Slack

20 Thank you! CONTACT Bora Eliacik Tom Tofigh