Webinar elastic stack {on telecom} english webinar part (1)
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The document presents a webinar hosted by Yassine Lasri, focusing on the Elastic Stack for telecom analytics, covering telecom data challenges and the advantages of NoSQL over traditional databases. It details the architecture of the Elastic Stack, including a demo of its applications in analyzing telecom data. Key features such as security protocols and analytics capabilities are also highlighted, emphasizing the importance of distributed systems for managing large-scale telecom data.
Webinar elastic stack {on telecom} english webinar part (1)
- 1. Yassine LASRI - Product Manager Septembre 26, 2019 Introducing Elastic Stack for Telecom Analytics
- 2. 2 Yassine LASRI Product Manager - Analytics Synapticiel (www.synapticiel.co) Telecoms Engineer +12, Senior Architect BSS/OSS, Analytics Revenue Assurance & Fraud Management @ylasri @lasri
- 3. 3 Housekeeping & Logistics Attendees are automatically muted when joining Zoom Ask questions for us in the Zoom chat during the webinar Slides & Recording will be available after the webinar Q/A will be at the end of the webinar
- 4. 4 Agenda 1) Telecom Data Challenges. 2) Quick Elastic Stack Overview. 3) High Level Architecture Example. 4) Demo 5) Q/A
- 5. 5 TelecomData Challenges Network Operations Subscribers Behavior Complex & Diverse Events Data Sources Valuable Business insights Major Challenges Network Optimizing QoS & SLA, CEM Fraud (Assurance) Smart Marketing Product Innovation
- 6. 6 NoSQL is better at “scaling out” than RDBMS Issue #2 : Capex & Opex Cost Example : Oracle's Enterprise Edition Plus Business Intelligence Suite lists at $221,2500 per processor How do you build Distributed H. Scalable, Search/Analytics platform ? Issue #1 : RDBMS fails to support Big Data Scaling "out" with RDBMS is not possible Open Source NoSQL
- 9. 9 Anatomy of Logstash Pipeline Multiples sources (S&U) Network Logs Mediation Files Queues Beats RDBMS …. Multiples Transformations Normalization Enrichment Corrélations Aggregation Pseudonymization …. Multiples Outputs Files Distribution Elasticsearch Ingest ….
- 10. 10 Elastic Stack {Demo} Demo Use Case/Context : Generated full 24H prepaid voice charging events (Ercicsson CCN node) Simulate medium Operator Stages: High Level example of logstash pipeline Kibana data discovery, visualization & dashboarding Elasticsearch data frames & entity-centric index (Starting version 7.3.0)
- 11. Yassine LASRI - Product Manager Septembre 26, 2019 Webinar : Introducing Elastic Stack for Telecom Analytics (Q&A Session)
- 12. 12 Encrypted communications (inside/outside cluster) Built-in authentication realms & IP-based authorization Role-based access control (Index, Document & Field level access) Security is free, starting in versions 6.8.0 and 7.1.0
- 13. Role-based access control (RBAC) Access can be restricted to resources : Indices Aliases Documents Fields Users Cluster 13
- 17. 17 Elasticsearch Resiliency/HA PUT /cortex_ocs_data { "settings" : { "index.default_pipeline": "cortex_data_ingest", "index" : { "number_of_shards" : 5, "number_of_replicas" : 1, "refresh_interval" : "10s" } }, "mappings": { "properties": { "@timestamp": {"type": "date"}, "event_id": {"type": "keyword"}, "event_type": {"type": "keyword"}, "caller_party_number": {"type": "keyword"}, "called_party_number": {"type": "keyword"}, "duration": {"type": "long"} } } }
- 22. 22 Analytics for The Network Dominate Telco Deployments In order to understand where vendors are gaining traction with products which included Advanced analytics, AI and Automation (A3), it is useful to look beyond the vendor PowerPoint ☺ - at published case studies and press releases. Main Findings 45% of the press releases/case studies related to the network 36% specifically to network management and assurance The relative maturity of using ML in campaign management and the reduction in hype around consumer chatbots meant that there was less case study materials seen in this 2018/19 analysis period than might be expected. Increased activity was seen in field service workforce management, the contact center and digital channels. Source : https://charlottepatrick.uk/most-popular-a3-projects-in-2018-19/
- 23. 23 Beats (Logs & Security Analytics) Audit data Auditbeat Log files Filebeat Cloud data Functionbeat Availability Heartbeat Systemd Linux journals Journalbeat Metrics Metricbeat Network traffic Packetbeat Windows event logs Winlogbeat