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Transpolis - Edge Computing

Avatar for Frédéric Le Mouël Frédéric Le Mouël
July 09, 2021
Research
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0

Transpolis - Edge Computing

Scientific council @ Transpolis

Avatar for Frédéric Le Mouël

Frédéric Le Mouël

July 09, 2021

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Transcript

  1. Frédéric Le Mouël (Univ Lyon, INSA Lyon, CITI Lab) Edge

    Computing Scienti f i

  2. Cloud Computing: easy! ‣ Data Storag e ‣ Computing Service

    s ‣ Easy-to-use APIs ✓ Ef fi cienc y ✓ H & V Elasticit y ✓ Pay-As-You-Go

  3. IoT + Cloud: easy! HTTP REST Proof of Concept !

    RPI Proof of Value !

  4. OVH: down 2h30 - electric power

  5. Amazon: down 4h - a typo!

  6. Google: major services down 2h1 5 (Cloud Data fl ow,

    AppEngine, Compute Engine, Cloud Storage, Data fl ow, Dataproc, Pub/Sub, BigQuery, Networking)

  7. Amazon: AWS down almost 1 day

  8. OVH: network down 40mn

  9. OVH: datacenter burned (permanent losses)

  10. IoT + Cloud: robust ? HTTP REST SPOF !

  11. IoT + Cloud: robust ? HTTP REST Availability

  12. IoT + Cloud: robust ? HTTP REST Availability

  13. IoT + Cloud: robust ? HTTP REST Fault-tolerant

  14. IoT + Cloud: robust ? HTTP REST Fault-tolerant

  15. IoT + Cloud: robust ? HTTP REST Large-scale

  16. IoT + Cloud: robust ? HTTP REST Ef fi cient

  17. Fog Computing HTTP REST Ef fi cient Latency Antenna BTS

    SPOF ! (Initial)

  18. Edge Computing: Cloud at the Edge Fault-tolerant Ef fi cient

    Latency

  19. Edge Computing: Network Infrastructure LAN/WAN Internet Core Distributed Architecture

  20. Edge/Fog Computing: Scale

  21. Edge Computing vs ?

  22. Edge Computing: Challenges LAN/WAN Internet Core Big Dat a Social

    Networks & IoT Analytic s AI

  23. Edge Computing: Challenges LAN/WAN Internet Core Distributed Computing Data replication

    & consistency Service placement Big Dat a Social Networks & IoT Analytic s AI NFV Heterogenous Hardware

  24. Edge Computing: Challenges LAN/WAN Internet Core Tactile Interne t VR

  25. Edge Computing: Challenges LAN/WAN Internet Core Network bandwidth Latency End-to-end

    communications Tactile Interne t VR Network slice 10ms -> 1ms

  26. Edge Computing: Challenges LAN/WAN Internet Core IoT: Asset Trackin g

    Smart City

  27. Edge Computing: Challenges LAN/WAN Internet Core Security Control & management

    Standard IoT: Asset Trackin g Smart City Control Plane Data Plane

  28. Edge Computing: Challenges LAN/WAN Internet Core Transportatio n Smart City

  29. Edge Computing: Challenges LAN/WAN Internet Core Mobility Service handover Transportatio

    n Smart City Geographica l Elasticity

  30. Edge Computing: Challenges LAN/WAN Internet Core IT

  31. Edge Computing: Challenges LAN/WAN Internet Core Long-lif e Maintainability Multi-provide

    r Pay-As-You-Go IT Multi-tenan t H & V Elasticity

  32. Edge Computing Solutions ?

  33. CITI Laboratory http://www.citi-lab.fr Head: Frédéric Le Mouël ([email protected])