Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Transpolis - Edge Computing
Search
Frédéric Le Mouël
July 09, 2021
Research
0
59
Transpolis - Edge Computing
Scientific council @ Transpolis
Frédéric Le Mouël
July 09, 2021
Tweet
Share
More Decks by Frédéric Le Mouël
See All by Frédéric Le Mouël
Chaire Edge IA - SPIE ICS / INSA Lyon
flemouel
0
69
SRC Workshop - Complexity of Ambient Software
flemouel
0
72
Habilitation Defence - Complexity of Ambient Software 2016
flemouel
0
71
COP@ECOOP 2015 - ConGolo
flemouel
1
160
DynaMid - CITI Laboratory Council
flemouel
0
3.3k
DynaMid - Kickoff Meeting
flemouel
1
180
LavaJUG - bytecode et JVM
flemouel
0
44
ComPAS 2013 - JooFlux
flemouel
2
220
Mix-It 2012 - Manipulation de bytecode : démocratisons la magie noire !
flemouel
1
490
Other Decks in Research
See All in Research
第4回ナレッジグラフ勉強会:ISWC2023論文読み会
kg_wakate
1
190
Refactoring Mining - The key to unlock software evolution
tsantalis
0
210
ゼロからわかるリザバーコンピューティング
kurotaky
1
230
VAR モデルによる OSS プロジェクト同士が生存性に与える 影響の分析
noppoman
0
120
CASCON 2023 Most Influential Paper Award Talk
tsantalis
0
110
Феномен воли и техника самоопределения
ashapiro
0
120
The Theory behind Vector DB
matsui_528
0
350
LLMマルチエージェントを俯瞰する
masatoto
25
14k
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations
rudorudo11
0
150
クロスモーダル表現学習の研究動向: 音声関連を中心として
ryomasumura
3
510
プロシェアリング白書2024_PROSHARING_REPORT_2024
circulation
0
460
3D Human Mesh Estimationについていくつかまとめてみた / Survey about 3D Human Mesh Estimation
nttcom
0
140
Featured
See All Featured
Typedesign – Prime Four
hannesfritz
36
2k
Designing for Performance
lara
601
67k
Pencils Down: Stop Designing & Start Developing
hursman
115
11k
The Power of CSS Pseudo Elements
geoffreycrofte
58
4.9k
Designing Experiences People Love
moore
135
23k
How STYLIGHT went responsive
nonsquared
92
4.7k
Optimizing for Happiness
mojombo
369
69k
A Tale of Four Properties
chriscoyier
150
22k
RailsConf 2023
tenderlove
0
510
Done Done
chrislema
178
15k
Reflections from 52 weeks, 52 projects
jeffersonlam
343
19k
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
marcduiker
11
1.4k
Transcript
Frédéric Le Mouël (Univ Lyon, INSA Lyon, CITI Lab) Edge
Computing Scienti f i
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
IoT + Cloud: easy! HTTP REST Proof of Concept !
RPI Proof of Value !
OVH: down 2h30 - electric power
Amazon: down 4h - a typo!
Google: major services down 2h1 5 (Cloud Data fl ow,
AppEngine, Compute Engine, Cloud Storage, Data fl ow, Dataproc, Pub/Sub, BigQuery, Networking)
Amazon: AWS down almost 1 day
OVH: network down 40mn
OVH: datacenter burned (permanent losses)
IoT + Cloud: robust ? HTTP REST SPOF !
IoT + Cloud: robust ? HTTP REST Availability
IoT + Cloud: robust ? HTTP REST Availability
IoT + Cloud: robust ? HTTP REST Fault-tolerant
IoT + Cloud: robust ? HTTP REST Fault-tolerant
IoT + Cloud: robust ? HTTP REST Large-scale
IoT + Cloud: robust ? HTTP REST Ef fi cient
Fog Computing HTTP REST Ef fi cient Latency Antenna BTS
SPOF ! (Initial)
Edge Computing: Cloud at the Edge Fault-tolerant Ef fi cient
Latency
Edge Computing: Network Infrastructure LAN/WAN Internet Core Distributed Architecture
Edge/Fog Computing: Scale
Edge Computing vs ?
Edge Computing: Challenges LAN/WAN Internet Core Big Dat a Social
Networks & IoT Analytic s AI
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
Edge Computing: Challenges LAN/WAN Internet Core Tactile Interne t VR
Edge Computing: Challenges LAN/WAN Internet Core Network bandwidth Latency End-to-end
communications Tactile Interne t VR Network slice 10ms -> 1ms
Edge Computing: Challenges LAN/WAN Internet Core IoT: Asset Trackin g
Smart City
Edge Computing: Challenges LAN/WAN Internet Core Security Control & management
Standard IoT: Asset Trackin g Smart City Control Plane Data Plane
Edge Computing: Challenges LAN/WAN Internet Core Transportatio n Smart City
Edge Computing: Challenges LAN/WAN Internet Core Mobility Service handover Transportatio
n Smart City Geographica l Elasticity
Edge Computing: Challenges LAN/WAN Internet Core IT
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
Edge Computing Solutions ?
CITI Laboratory http://www.citi-lab.fr Head: Frédéric Le Mouël (
[email protected]
)