small data. the fog. iot. iiki2014
DESCRIPTION
Understand what is The FOG inside of a Cloud and why it carry only SMALL DATA from the IoTTRANSCRIPT
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IIKI2014BEIJING National Univ.
Prof.Dr.O.Ferrer-Roca
Gaofen-2, China's most advanced satellite
The FOG
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Small & BIG data. THE FOG
The sea of clouds
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Prof. Dr. O. Ferrer-Roca Ing. Ruben TousCS. Rodolfo Milito
3718 m
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R-Innov
3rd
Volcano
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SMALL DATA=patient dataOWNER: The patient. Must control of WHAT is shared, with WHOM, for what PURPOSE, for HOW LONG.
ORIGIN: Devices (medical or not) connected to Internet as part of the IoT(Internet of the Things)
ROLE: Provide information to supports data of interest conductive to a HEALTHY LIFE.
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Owerhelmed IIK
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The epidemics of phycians burnout is heartbreaking
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Patients insatisfaction
•TIME-SPEND drastically reduced. Lack personal relationships and confidence. ∄ d2p
•EHRs-MACHINE DIAGNOSIS ∄ p2p
•PERVERSE CARE FLOW: Doctors/specialists ∄ d2d communication Machine analysis/exploration Ma/e appointment wait ∅ Ma/e appointment ∅visit one by one specialist 1𝑏𝑦1 appointment ∅prescription (non-coordinated)= cross-effects. ∝×∎
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ECUATION = ∄ d2p, ∄ p2p ,∄ d2d , Ma/e, ∅, Ma/e, ∅, 1𝑏𝑦1, ∅ = ∝×∎
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“Flaws” in the EHRs
1. EHRs are not build by doctors
e-Health & Telemedicine no in carrier
2. No AI selflearning nodes in EHRs.
3. Rigid & not adaptable to circunstance.
4. Updating is complex since the majority are not in the Cloud.
5. Erroneous security that destroy the “common sense” of health workers
6. Interfere face-to-face discussion with patients.
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• PATIENT AUTONOMOUS
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PATIENT CONNECTED
with
HEALTH PROVIDER & MDs ???
vs
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Luminic contaminationStreaming data
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Sea of clouds prevent thermic aberrations. IIK
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“Milky way” without distorsion
Because THE FOG is there.
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HUMANIZATION OF HEALTH CARE ®
• 1.- PERSONAL RELATIONSHIPS
PHAs = Personal Health Assistant
PHRs = Personal Health Robot
• 2.- INTEGRATED DEVICES- HEALTHY LIFE
• 3.- LOW MEDICATION POSSIBLE- ASSURE ADHERANCE
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A Lot Of Tapping, Not Much Action
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HEALTH 4.0
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Health 4.0 IIK
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https://www.youtube.com/watch?v=BrtGSEwfIJY
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SPIRE
• Power and beauty.
• A patent-pending sensor, 7-axes of streaming data, and wireless charging. With years of research, we've packed it all into a tiny sealed stone.
• Spire monitors and analyzes your breathing patterns in real time to show when you are focused, tense, or frazzled.
• Streaming data.
• Real-time data to the cloud (using Bluetooth Low Energy) enable richer and more responsive contextual feedback.
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Small Data in The Fog
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BIG DATA SMALL DATA
Belongs to Government/State Individuals/Patient
Anonymized YES NO
Encrypted NO YES
Processed
in
The Cloud The Fog
Response Months / Years Minutes / On time
Obtained
from
Institutions/EHRs Sensors / At home
/ PHRa
Processed
by
DB tools-DBaaS Parallel C/e-
Agents
Stored By
Govern/Distributed
By Individuals/
PHAs
Useful for Decision
makers
for Individuals
Catch the cloud & bring it closer to you
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Pool of Nurses
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YOUR PHA
• Highly qualify
• 24/7 for you
• Know you
• Support @ distance
• Administrative help
• Acompany you
• Coach you
• Help you
• Talk your language
• Visit you with HPRs
PHA
DECISIONS TREES - Protocols School Nurses
• Marchovian trees.
• Bayesian trees.
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e-PHAs
• Behind The FOG IIK
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Smart-agents app level FOG
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BACK-END
AGENT
AGENT
SENSOR
AGENT
AGENT
AGENT
SENSOR
SENSOR
AGENT
AGENTACTUATOR
PHA
USER
PROTOCOLS &
POLICIESSTREAM-
PROCESSING
REAL-TIME
PARALLEL
PROCESSING
DISTRUBUTED
COMPUTINGMACHINE
LEARNING
Small
Data
nurses
Fog with fabric switches.
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SMALL Data
1. Received in STREAMING.
2. PROCESSED in The FOG on time.
3. NEVER STORED
4. STORED when:a) In the FOG the ePHAs detect an alarm event that is sent to the PHA.
b) If the user wants to store it. Max storage period 1 week.
5. ALARM EVENT PROCESSING:a) The PHA call the HPR to talk face-to-face with the user.
b) The PHA process the data to coach the user in a precise moment.
c) Both.
d) Inform MDs if it is required
e) Start administrative issues or ambulance call/emergency call.
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Global health 2035: a world converging within a generation. The Lancet, Volume 382, Issue 9908, Pages 1898 - 1955, 7 December 2013
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www.teide.net/[email protected]
THANKS.
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http://www.huffingtonpost.es/2014/10/04/animales-simen-johan_n_5913474.html