data day - internet of things
TRANSCRIPT
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CEO - Klustera
Part-time COO - Grillo
PABLO MARTÍNEZ FLORES
#DataDay2016
#InternetOfThings
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Big Data is Big
0
350
700
1050
1400
70s 80s 90s 00s 10s 20s 30s 40s
Human BrainpowerValue AvailableData Available
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Mobile Internet
2014: el año donde Mobile superó a Desktop.
Implicaciones: Más personas conectadas, produciendo datos a toda hora, desde todas partes.
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Internet of Things
-Se esperan entre 21 y 100 B de dispositivos conectados para el 2020 #dataDay2016
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Enablers tecnológicos #BigData
Procesamiento ActivaciónAlmacenamiento
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👪
The Internet of Everything
People
☁
𐆋𐆌𐆍𐆎𐆜𐆠
Cloud
Objects
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Internet of Everything = IoT
Arpanet
WWW
Social Media
IoT
Documents
Companies
People
Things
⌚👪
🏭📂
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The fourth Industrial Revolution
1784
1870
1969
2005
Steam
Electricity
Electronics
Cyber-Physical
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Breve Historia del internet de las cosas
1832
1926
1969
1993
1999
2003
2011
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IoT is the enabler
wearables
manufacturing
automobile
healthcare
home automation
smart cities
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USD 3.9 Trillion - Value for Industrial IoT in 2022Según Cisco
1.5
0.7
Asset managementConsumer Surplus Waste reduction
1.7
1.2
Mexican economy 2015
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How Industrial IoT Make$ Money
$$$ $$$ $$$
Predictive maintenance Machine to Machine operation Consumer engagement
𐆋𐆌𐆍𐆎𐆜𐆠𐆋𐆌𐆍𐆎𐆜𐆠 👍
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Los problemas que
Información son solucionadosEXPONENCIALMENTE
-Ray Kurzweil
se convierten en
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~ 30 y 40% del agua es malgastada en fugas
~ 10% del recibo de agua es debido a fugas
millones de personas carecen de agua potable
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Resolviendo la escasez de agua con sensores y algoritmos
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Arquitectura IoTMultidireccional, jerárquica, tangencial al internet tradicional
The Internet
Propagators Propagators
Actuadores ActuadoresSensores Sensores
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IoT building blocksPick the right tool for the job
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Chirp Architecture
Rethinking the internet of things, Da Costa Francis, 2014
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Wifi devices broadcast prior connections
MAC 10:D3:8A:28:C5:C2
tag1 CityExpress
tag2 El-Pendulo
tag3 ARRIS-4B62
tag4 INFINITUMer59
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Ahora podemos saber de dónde vienen los clientes
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Migración de schemas
50,000 tuples/month-sensor 5,000,000 tuples/month-sensor
👩
🕙🕘
👩
SCHEMA 1 SCHEMA 2
🕘🕛🕛🕛🕛🕛🕛🕛🕛🕛🕛🕛🕛🕛🕛🕛
👩👩👩👩👩👩👩👩👩👩👩👩👩👩👩👩👩
🕙
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Red completa de alertamiento sísmico = > 1Bn USD
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Migrar el procesamiento a cloud
SENSORIP-capable
LOCAL CLOUD
HTTP/AMQP
WEBSERVICEReceive sensor data and runs ETL process
GATEKEEPERKeeps track of data to ensure correct order
API
DASHBOARDWeb-based
APPIOS/Android
PUBLIC APICAP
RestAPI
DEVICE CONECTIVITY DATA PROCESSING STORAGE NOTIFICATIONS
Data Repository
Management DB
Keep track of:usage / users /limits / internal settings
Earthquake detection algorithmns (Spark, Cassandra, Python)
Historical Data
Outputs
Event Data
TRIGGER ALGORITHM
LOCATION ALGORITHM
MAGNITUDE ALGORITHM
GRILLO EARTHQUAKE EARLY-WARNING ARCHITECTURE
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Red de bajo costo unitario = +datos para investigación, app gratis
No pagues por alertas sísmicas!
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Hasta 10x menor tiempo de respuesta que con PaaS
0
2.5
5
7.5
10
Latency
Grillo Docker EventHub
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CEO - Klustera
Part-time COO - Grillo
PABLO MARTÍNEZ FLORES
#DataDay2016
#InternetOfThings