1. Euro17 LSO Hackathon Open LSO Analytics

2. OpenLSO Analytics
“The goal of the project is to demonstrate analytics as part of Third Network services user stories and to feed requirements into specifications work in the MEF TOC”

3. Orchestration model API
MEF LSO Analytics
LSO: Analytics
Business Applications
Data Aggregation
PNDA
PNDA Producer API
Analytics Applications
PNDA Consumer API
Logs
Metrics
Netflow
Events
Logstash
ODL
pmacct
Service Assurance
Log search
Netflow Analytics …
LSO: Orchestration
Orchestration model API
Business Application API
Collect data from
Physical Devices
VNFs
Infrastructure
Implement analytics functions
Usage
Assurance
Performance analysis
Demonstrate closed-loop control
Network Infrastructure

4. PNDA Simple, scalable open data platform
Orchestration
Controllers
Customer
Devices
Applications
QoE Monitoring
Infrastructure and service-level data
Customer-level data
Data Distribution
Data Store & Processing
Master Data Store
PNDA
Batch Processing
Stream processing
Real Time Data Store
Deep Historical Query
Real Time Query
Producers:
Data aggregation
Event Data
Log Data
Metric Data
Network Telemetry
Data Sources
Inventory
Topology
Geography
DNS
Context:
Live stream
Consumers: Data analysis
Capacity Analytics
Billing (Mediation)
Business Intelligence
Fault Analysis
Perf Analysis
Security and Threat Analysis
Log Search
Simple, scalable open data platform
Open architecture for data aggregation distribution and processing
Horizontally scalable platform for analytics and data processing applications
Support for near-real-time stream processing and in-depth batch analysis on massive datasets
Leverages best current practise in big data analytics

5. Hackathon Activities OpenDaylight Boron based development
Performance data gathering & telemetry
Working with Ethernet CFM on Cisco XR & XE
Building a solution around MEF-SOAM-PM-MIB
Pub-sub via OpenDaylight to PNDA Analytics
PNDA based development
Apache Spark Hadoop based data analysis
Publishing analytics results via Legato / Interlude
SOF layer development
Triggering closed-loop remediation

6. Ethernet CFM Analytics with PNDA and OpenDaylight
Collecting MEF-SOAM attributes
Integrating with PNDA via OpenDaylight controller
Publishing performance data to PNDA Analytics
Multiple producers and consumers for high-scale deployments
SOAM Collector

7. PNDA.io on MEFnet External Managed Network Direct ssh tunnel
Euro17 Hackathon
Cisco DMZ
MEFnet
Internet Cloud
Analytics
ssh tunnel
pnda-bastion
Direct ssh tunnel
Via MEFnet
External
Managed Network
ssh tunnel

8. Automated service fix Network Infrastructure, Compute & VNFs
ICM Layer
Network Infrastructure, Compute & VNFs
ECM Layer
SOF Layer
Business Layer
No - escalate
Pull data from BDA, PM data stores via PRESTO
Pull Inventory state via PRESTO and SOF service inventory
Can Service be fixed?
Service KPI trigger
Yes – push fix
BDA PM
Inv
TCA – 90% loss
TCA – 90% loss

9. Developer Resources Hackathon Git Repository PNDA Apache Hadoop
PNDA
Apache Hadoop