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Autograph - Natural Signatures for Graph Modelling, Simon Brueckheimer, Ciena

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Neo4j GraphTour Europe 2019 - Customer Presentation:
Simon Brueckheimer, Leader, Adaptive Network Consulting, Ciena

Publié dans : Technologie
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Autograph - Natural Signatures for Graph Modelling, Simon Brueckheimer, Ciena

  1. 1. AutoGraph Simon Brueckheimer Leader, Adaptive Network Consulting GraphTour, Tel Aviv, Feb 2019 Natural signatures spell solutions Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  2. 2. 2 • • • Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. Clients 1,500+ Patents 2000+ Employees 6,000+ Sales Professionals 750+ R&D experts 2,700+ Offices 65+ Cloud Providers Regional Service Providers Enterprises Financial Services Healthcare Utilities Media and Entertainment Retail Public Sector Education
  3. 3. 3 • • • Adaptive Network™ Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. Demand Capacity Content Flexibility Competition Overhead Complexity Cost Timescales Automation Adaptability Software Control Function Virtualisation Programmable Infrastructure Seamless Operations and IT Workflow Transformation Legacy Transformation
  4. 4. 4 Adaptive Solutions Consulting Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. Where needs are business, operations, sales, billing, planning, design, … Needs Data Analyses What? Access? Sufficiency? Which? Feasibility? Sufficiency? Mode of consumption Scope? Use cases? Feasibility? Type? Audience? Novelty? Custom match
  5. 5. 5 Many many use-cases Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. Design, plan, provision, operate, assure, market, sell, differentiate, expand, evolve …
  6. 6. 6 • • Our methodology; our challenges Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. Not about horsepower – it’s about necessary complexity – taking it to the bone
  7. 7. 7 • Network = Graph Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. CONNECTS_TO Path computation Diverse path computation First k available shortest paths Many abstractions – structural, physical, logical, geospatial, temporal, spectral, hierarchical
  8. 8. 8 A simple example Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  9. 9. 9 • • A stitch in space Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. A B C D – time and again
  10. 10. 10 Graphs stitch for free! 2 Rx Port Tx Port A 2 Card Tx Port Rx Port 1 B 1 Card ? A A.2.2.100G to B.4.1.100G Properties Identifier Shelf Slot Type Properties Identifier Port Metrics CONNECTS_TO Properties Identifier Fibre CREATE MERGE = IF B THERE CONNECT, ELSE CREATE B AND CONNECT Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  11. 11. 11 • Automatic Circuit Stitching Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  12. 12. 12 • Graph Enrichment – Real-World Abstraction Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. App1 Graph Meta- graph Meta- meta- graph App2 Appn… Appn+1… The art of applying graph technology is to look for natural signatures
  13. 13. 13 Abstracted Visualisation Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  14. 14. 14 • • • Abstracted network visualisation A key impetus to move to graph technology Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  15. 15. 15 Streamed Data Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  16. 16. 16 • • • Streaming data – Screaming staff! Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. Staff manually wading through history or fighting the unfolding present
  17. 17. 17 Simple streaming architecture Stream write min schema Graph App1 Asynch. time-tree aggregation Appn Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  18. 18. 18 Automated Root-Cause Analysis Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  19. 19. 20 Alarm data transformation 2-3 4-6 1-5 0-2 3.5 - 4.5 1 2 3 4 5 7- 129- 14 8- 11 6 7 8 Graph-based event clusters 1 2 3 4 6 5 0 2 3.5 4.5 7 12 9 14 8 11 Time AlarmLevel Alarm signals: 1 2 4 5 3 8 7 6 Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  20. 20. 21 • • Automating Root-Cause Analysis Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  21. 21. 22 Signatures and endorsements Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  22. 22. 23 • • • • Innate graph signatures in networking Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. *time, geography, technology type, shared risk Naturally graphs – whether business, operations, technology or workflow
  23. 23. 24 App-i App-n App-2 Applications App-1 One repository for all data? Resources (external matter of record) Graph DB Minor schema on write Major schema on read Res-1 Res-n Highly scalable federation Disjoint / Connected graphs per instance Ever extendable Apps Single, Chained, Parallel Customer footprint, market, business, finance Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.
  24. 24. 25 • • Meeting the Adaptive NetworkTM challenge Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary. Future = autonomy, automation, adaptation, agility – many untapped use-cases
  25. 25. 26Copyright © Ciena Corporation 2019. All rights reserved. Confidential & Proprietary.

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