Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Transpolis - Edge Computing

2a4bd42b6a3db5858ff2250e236f9631?s=47 Frédéric Le Mouël
July 09, 2021
Research
0
15

Transpolis - Edge Computing

Scientific council @ Transpolis

2a4bd42b6a3db5858ff2250e236f9631?s=128

Frédéric Le Mouël

July 09, 2021
Tweet

More Decks by Frédéric Le Mouël

See All by Frédéric Le Mouël
Chaire Edge IA - SPIE ICS / INSA Lyon
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
0
3
SRC Workshop - Complexity of Ambient Software
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
0
42
Habilitation Defence - Complexity of Ambient Software 2016
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
0
45
COP@ECOOP 2015 - ConGolo
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
1
110
DynaMid - CITI Laboratory Council
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
0
3.3k
DynaMid - Kickoff Meeting
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
1
140
LavaJUG - bytecode et JVM
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
0
30
ComPAS 2013 - JooFlux
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
2
210
Mix-It 2012 - Manipulation de bytecode : démocratisons la magie noire !
2a4bd42b6a3db5858ff2250e236f9631?s=48 flemouel
1
470

Other Decks in Research

See All in Research
車両管理効率化・事故率抑制に向けた連携に関する３者連携協定
899d94290679b4323849877c01e7f7cf?s=48 koshiba_noriaki
0
140
[IR Reading 2022春 論文紹介] Personalized Transfer of User Preferences for Cross-domain Recommendation (WSDM 2022) /IR-Reading-2022-spring
18923a96dc13fe272f16c77167102f42?s=48 koheishinden
PRO
0
130
計算情報学研究室 （数理情報学第７研究室）紹介スライド
300bc01973308b68596dc08310d3d02d?s=48 ssakaue
0
140
第14回チャンピオンズミーティング・ジェミニ杯ラウンド2集計 / Umamusume Gemini 2022 Round 2
9782dd351a8f1737d4ef02d839e821f9?s=48 kitachan_black
0
440
PLDI '21論文読み会: Cyclic Program Synthesis
5148cbb852e980b3b3d0e71d579ddbf8?s=48 ideininc
0
630
PLDI '21論文読み会: High Performance Correctly Rounded Math Libraries for 32-bit Floating Point Representations
5148cbb852e980b3b3d0e71d579ddbf8?s=48 ideininc
0
620
Structure of NLP Papers
1ce0216a2274827385dab9a066077d98?s=48 ukyh
2
120
2021年度官庁訪問に関するアンケート調査
Cf20487f38f9ad92fb7f867fb1c215d7?s=48 xkasumi
0
280
機械学習ベースの動画像処理における近似計算手法の検討 (CPSY 2022/03)
290a66d9796825297c2cdb438a372f6a?s=48 hashi0203
0
260
CGO'22 Tutorial Outro
0d2bf4a55ccf5ca212897c2c09e18c94?s=48 chriscummins
0
560
論述リビジョンのためのメタ評価基盤
2d4315a0cfbfeb12fdc48bbadd955cd9?s=48 chemical_tree
0
140
[JSAI2022] 広告文自動生成に関する最近の研究動向
8b0bb245cc397fd6ca91d143edd4a149?s=48 ichiroex
5
5.1k

Featured

See All Featured
Testing 201, or: Great Expectations
A9704266587836f7e784235e5073b93e?s=48 jmmastey
21
5.4k
Pencils Down: Stop Designing & Start Developing
79acae287842acf29084005533a7fb3b?s=48 hursman
112
9.8k
Atom: Resistance is Futile
7fa6101cd43067653cf4ac6c7ca54305?s=48 akmur
255
20k
Imperfection Machines: The Place of Print at Facebook
7c8469ee8c9e594c65c59b919626c08d?s=48 scottboms
253
12k
Building Adaptive Systems
06f8b41980eb4c577fa40c41d5030c19?s=48 keathley
25
1.1k
Bash Introduction
812e1705ff0f8bc1bcf18587bde687d5?s=48 62gerente
597
210k
The Invisible Side of Design
B3d6434763caa0ef5dc4b792662c49f7?s=48 smashingmag
290
48k
How New CSS Is Changing Everything About Graphic Design on the Web
D83926c323d4f9289f947b4b4e76b939?s=48 jensimmons
213
11k
ParisWeb 2013: Learning to Love: Crash Course in Emotional UX Design
651dcfe41723207fbb0aa044a4f7c07f?s=48 dotmariusz
100
5.9k
Teambox: Starting and Learning
Aebc2d07a50011e2a30d38435fde564a?s=48 jrom
123
7.7k
Large-scale JavaScript Application Architecture
96270e4c3e5e9806cf7245475c00b275?s=48 addyosmani
499
110k
Put a Button on it: Removing Barriers to Going Fast.
Bfd6b681ec6e8c9bef82ff0521c364f7?s=48 kastner
56
2.3k

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)