Transpolis - Edge Computing

Scientific council @ Transpolis

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 (frederic.le-mouel@insa-lyon.fr)